Merge branch 'develop' of https://kamco.gitea.gs.dabeeo.com/dabeeo/kamco-dabeeo-backoffice into feat/dean/test-scene

src/main/java/com/kamco/cd/kamcoback/Innopam/InnopamApiController.java

@@ -0,0 +1,190 @@
+package com.kamco.cd.kamcoback.Innopam;
+
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.Basic;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.DetectMastReq;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.DetectMastSearch;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.FeaturePnuDto;
+import com.kamco.cd.kamcoback.Innopam.service.DetectMastService;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.Parameter;
+import io.swagger.v3.oas.annotations.media.Content;
+import io.swagger.v3.oas.annotations.media.Schema;
+import io.swagger.v3.oas.annotations.responses.ApiResponse;
+import io.swagger.v3.oas.annotations.responses.ApiResponses;
+import io.swagger.v3.oas.annotations.tags.Tag;
+import jakarta.validation.Valid;
+import java.util.List;
+import java.util.UUID;
+import lombok.RequiredArgsConstructor;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.PutMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+
+@Tag(name = "이노펨 mockup API", description = "이노펨 mockup API")
+@RestController
+@RequiredArgsConstructor
+@RequestMapping("/api/kcd/cdi/detect")
+public class InnopamApiController {
+
+  private final DetectMastService detectMastService;
+
+  /** 탐지결과 등록 */
+  @Operation(summary = "탐지결과 등록", description = "탐지결과 등록")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "201",
+            description = "등록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = DetectMastReq.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @PostMapping("/mast/regist")
+  public DetectMastReq setChangeDetection(
+      @RequestBody @Valid DetectMastDto.DetectMastReq detectMast) {
+    detectMastService.saveDetectMast(detectMast);
+    return detectMast;
+  }
+
+  @Operation(summary = "탐지결과 삭제", description = "탐지결과 삭제")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "201",
+            description = "등록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = DetectMastReq.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @PostMapping("/mast/remove")
+  public String deleteChangeDetection(@RequestBody DetectMastReq detectMast) {
+    return "OK";
+  }
+
+  @Operation(summary = "탐지결과 등록목록 조회", description = "탐지결과 등록목록 조회")
+  @GetMapping("/mast/list")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "목록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Basic.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  public List<Basic> selectChangeDetectionList(
+      @RequestParam(required = false) String cprsBfYr,
+      @RequestParam(required = false) String cprsAdYr,
+      @RequestParam(required = false) Integer dtctSno) {
+    DetectMastSearch detectMastSearch = new DetectMastSearch();
+    detectMastSearch.setCprsAdYr(cprsAdYr);
+    detectMastSearch.setCprsBfYr(cprsBfYr);
+    detectMastSearch.setDtctSno(dtctSno);
+    return detectMastService.selectDetectMast(detectMastSearch);
+  }
+
+  @Operation(summary = "탐지결과 등록목록 상세 조회", description = "탐지결과 등록목록 상세 조회")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "목록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Basic.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping("/mast/list/{dtctMstId}")
+  public Basic selectChangeDetectionDetail(@PathVariable Long dtctMstId) {
+    return detectMastService.selectDetectMast(dtctMstId);
+  }
+
+  @Operation(summary = "탐지객체 랜덤 PNU 리스트 조회", description = "탐지객체 PNU 랜덤값을 생성해서 보여준다")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "목록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = FeaturePnuDto.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping("/pnu/{cprsBfYr}/{cprsAfYr}/{dtctSno}")
+  public List<FeaturePnuDto> selectPnuList(
+      @PathVariable String cprsBfYr, @PathVariable String cprsAfYr, @PathVariable Integer dtctSno) {
+    DetectMastSearch detectMastSearch = new DetectMastSearch();
+    detectMastSearch.setCprsAdYr(cprsAfYr);
+    detectMastSearch.setCprsBfYr(cprsBfYr);
+    detectMastSearch.setDtctSno(dtctSno);
+    return detectMastService.findPnuData(detectMastSearch);
+  }
+
+  @Operation(summary = "탐지객체 랜덤 PNU 상세 조회", description = "탐지객체 PNU 랜덤값을 생성해서 보여준다")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "목록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = FeaturePnuDto.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping("/pnu/{cprsBfYr}/{cprsAfYr}/{dtctSno}/{featureId}")
+  public FeaturePnuDto selectPnuDetail(
+      @Parameter(description = "이전년도", example = "2022") @PathVariable String cprsBfYr,
+      @Parameter(description = "기준년도", example = "2024") @PathVariable String cprsAfYr,
+      @Parameter(description = "회차", example = "4") @PathVariable Integer dtctSno,
+      @Parameter(description = "featureId", example = "000e161b-1955-4c89-ad87-0b3b4a91d00f")
+          @PathVariable
+          UUID featureId) {
+    return detectMastService.selectPnuDetail(featureId);
+  }
+
+  @Operation(
+      summary = "탐지객체 랜덤 PNU GEOM 업데이트(이노펨에 없는 API)",
+      description = "탐지객체 랜덤 PNU GEOM 업데이트(이노펨에 없는 API)")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "201",
+            description = "pnu 업데이트 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Integer.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @PutMapping("/pnu/{cprsBfYr}/{cprsAfYr}/{dtctSno}")
+  public Integer updatePnuList(
+      @PathVariable String cprsBfYr, @PathVariable String cprsAfYr, @PathVariable Integer dtctSno) {
+    DetectMastSearch detectMastSearch = new DetectMastSearch();
+    detectMastSearch.setCprsAdYr(cprsAfYr);
+    detectMastSearch.setCprsBfYr(cprsBfYr);
+    detectMastSearch.setDtctSno(dtctSno);
+    return detectMastService.updatePnuData(detectMastSearch);
+  }
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/dto/DetectMastDto.java

@@ -0,0 +1,80 @@
+package com.kamco.cd.kamcoback.Innopam.dto;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import jakarta.validation.constraints.NotBlank;
+import jakarta.validation.constraints.NotNull;
+import lombok.AllArgsConstructor;
+import lombok.Getter;
+import lombok.NoArgsConstructor;
+import lombok.Setter;
+
+public class DetectMastDto {
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class Basic {
+
+    private Long dtctMstId;
+    private String cprsBfYr;
+    private String cprsAdYr;
+    private Integer dtctSno;
+    private String pathNm;
+    private String crtEpno;
+    private String crtIp;
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class DetectMastReq {
+
+    @NotBlank
+    @Schema(description = "before 연도", example = "2023")
+    private String cprsBfYr;
+
+    @NotBlank
+    @Schema(description = "after 연도", example = "2024")
+    private String cprsAdYr;
+
+    @NotNull
+    @Schema(description = "차수(회차)", example = "4")
+    private Integer dtctSno;
+
+    @NotBlank
+    @Schema(description = "파일경로", example = "/app/detect/result/2023_2024/4")
+    private String pathNm;
+
+    @NotBlank
+    @Schema(description = "사원번호", example = "1234567")
+    private String crtEpno;
+
+    @NotBlank
+    @Schema(description = "아이피", example = "0.0.0.0")
+    private String crtIp;
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class DetectMastSearch {
+
+    private String cprsBfYr;
+    private String cprsAdYr;
+    private Integer dtctSno;
+    private String featureId;
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class FeaturePnuDto {
+
+    private String featureId; // polygon_id
+    private String pnu; // 랜덤 생성
+  }
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/postgres/core/DetectMastCoreService.java

@@ -0,0 +1,67 @@
+package com.kamco.cd.kamcoback.Innopam.postgres.core;
+
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.Basic;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.DetectMastReq;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.DetectMastSearch;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.FeaturePnuDto;
+import com.kamco.cd.kamcoback.Innopam.postgres.entity.DetectMastEntity;
+import com.kamco.cd.kamcoback.Innopam.postgres.repository.DetectMastRepository;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Service;
+
+@Service
+@RequiredArgsConstructor
+public class DetectMastCoreService {
+
+  private final DetectMastRepository detectMastRepository;
+
+  public void saveDetectMast(DetectMastReq detectMast) {
+    DetectMastEntity detectMastEntity = new DetectMastEntity();
+    detectMastEntity.setCprsBfYr(detectMast.getCprsBfYr());
+    detectMastEntity.setCprsAdYr(detectMast.getCprsAdYr());
+    detectMastEntity.setDtctSno(detectMast.getDtctSno());
+    detectMastEntity.setPathNm(detectMast.getPathNm());
+    detectMastEntity.setCrtEpno(detectMast.getCrtEpno());
+    detectMastEntity.setCrtIp(detectMast.getCrtIp());
+    detectMastRepository.save(detectMastEntity);
+  }
+
+  public List<Basic> selectDetectMast(DetectMastSearch detectMast) {
+    return detectMastRepository.findDetectMastList(detectMast).stream()
+        .map(
+            e ->
+                new DetectMastDto.Basic(
+                    e.getId(),
+                    e.getCprsBfYr(),
+                    e.getCprsAdYr(),
+                    e.getDtctSno(),
+                    e.getPathNm(),
+                    e.getCrtEpno(),
+                    e.getCrtIp()))
+        .toList();
+  }
+
+  public Basic selectDetectMast(Long id) {
+    DetectMastEntity e =
+        detectMastRepository.findById(id).orElseThrow(() -> new RuntimeException("등록 데이터가 없습니다."));
+    return new DetectMastDto.Basic(
+        e.getId(),
+        e.getCprsBfYr(),
+        e.getCprsAdYr(),
+        e.getDtctSno(),
+        e.getPathNm(),
+        e.getCrtEpno(),
+        e.getCrtIp());
+  }
+
+  public String findPnuData(DetectMastSearch detectMast) {
+    DetectMastEntity detectMastEntity = detectMastRepository.findPnuData(detectMast);
+    return detectMastEntity.getPathNm();
+  }
+
+  public Integer updatePnu(List<FeaturePnuDto> list) {
+    return detectMastRepository.updateGeomPnu(list);
+  }
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/postgres/entity/DetectMastEntity.java

@@ -0,0 +1,85 @@
+package com.kamco.cd.kamcoback.Innopam.postgres.entity;
+
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.GeneratedValue;
+import jakarta.persistence.GenerationType;
+import jakarta.persistence.Id;
+import jakarta.persistence.SequenceGenerator;
+import jakarta.persistence.Table;
+import jakarta.validation.constraints.NotNull;
+import jakarta.validation.constraints.Size;
+import java.time.ZonedDateTime;
+import java.util.UUID;
+import lombok.Getter;
+import lombok.Setter;
+import org.hibernate.annotations.ColumnDefault;
+
+@Getter
+@Setter
+@Entity
+@Table(name = "detect_mast")
+public class DetectMastEntity {
+
+  @Id
+  @GeneratedValue(strategy = GenerationType.SEQUENCE, generator = "detect_mast_id_gen")
+  @SequenceGenerator(
+      name = "detect_mast_id_gen",
+      sequenceName = "seq_detect_mast_id",
+      allocationSize = 1)
+  @Column(name = "dtct_mst_id", nullable = false)
+  private Long id;
+
+  @NotNull
+  @ColumnDefault("gen_random_uuid()")
+  @Column(name = "dtct_mst_uuid", nullable = false)
+  private UUID dtctMstUuid = UUID.randomUUID();
+
+  @Size(max = 4)
+  @NotNull
+  @Column(name = "cprs_bf_yr", nullable = false, length = 4)
+  private String cprsBfYr;
+
+  @Size(max = 4)
+  @NotNull
+  @Column(name = "cprs_ad_yr", nullable = false, length = 4)
+  private String cprsAdYr;
+
+  @NotNull
+  @Column(name = "dtct_sno", nullable = false)
+  private Integer dtctSno;
+
+  @NotNull
+  @Column(name = "path_nm", nullable = false, length = Integer.MAX_VALUE)
+  private String pathNm;
+
+  @Size(max = 50)
+  @Column(name = "feature_id", length = 50)
+  private String featureId;
+
+  @Size(max = 30)
+  @NotNull
+  @Column(name = "crt_epno", nullable = false, length = 30)
+  private String crtEpno;
+
+  @Size(max = 45)
+  @NotNull
+  @Column(name = "crt_ip", nullable = false, length = 45)
+  private String crtIp;
+
+  @NotNull
+  @ColumnDefault("now()")
+  @Column(name = "crt_dttm", nullable = false)
+  private ZonedDateTime crtDttm = ZonedDateTime.now();
+
+  @Size(max = 30)
+  @Column(name = "chg_epno", length = 30)
+  private String chgEpno;
+
+  @Size(max = 45)
+  @Column(name = "chg_ip", length = 45)
+  private String chgIp;
+
+  @Column(name = "chg_dttm")
+  private ZonedDateTime chgDttm;
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/postgres/entity/DetectMastPnuEntity.java

@@ -0,0 +1,48 @@
+package com.kamco.cd.kamcoback.Innopam.postgres.entity;
+
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.GeneratedValue;
+import jakarta.persistence.GenerationType;
+import jakarta.persistence.Id;
+import jakarta.persistence.SequenceGenerator;
+import jakarta.persistence.Table;
+import jakarta.validation.constraints.NotNull;
+import jakarta.validation.constraints.Size;
+import java.util.UUID;
+import lombok.Getter;
+import lombok.Setter;
+import org.hibernate.annotations.ColumnDefault;
+
+@Getter
+@Setter
+@Entity
+@Table(name = "detect_mast_pnu")
+public class DetectMastPnuEntity {
+
+  @Id
+  @GeneratedValue(strategy = GenerationType.SEQUENCE, generator = "detect_mast_pnu_id_gen")
+  @SequenceGenerator(
+      name = "detect_mast_pnu_id_gen",
+      sequenceName = "seq_detect_mast_pnu_id",
+      allocationSize = 1)
+  @Column(name = "dtct_mst_pnu_id", nullable = false)
+  private Long id;
+
+  @NotNull
+  @ColumnDefault("gen_random_uuid()")
+  @Column(name = "detect_mast_pnu_uuid", nullable = false)
+  private UUID detectMastPnuUuid;
+
+  @NotNull
+  @Column(name = "dtct_mst_id", nullable = false)
+  private Long dtctMstId;
+
+  @Size(max = 4)
+  @NotNull
+  @Column(name = "pnu", nullable = false, length = 4)
+  private String pnu;
+
+  @Column(name = "polygon", length = Integer.MAX_VALUE)
+  private String polygon;
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/postgres/repository/DetectMastPnuRepository.java

@@ -0,0 +1,7 @@
+package com.kamco.cd.kamcoback.Innopam.postgres.repository;
+
+import com.kamco.cd.kamcoback.Innopam.postgres.entity.DetectMastPnuEntity;
+import org.springframework.data.jpa.repository.JpaRepository;
+
+public interface DetectMastPnuRepository
+    extends JpaRepository<DetectMastPnuEntity, Long>, DetectMastPnuRepositoryCustom {}

src/main/java/com/kamco/cd/kamcoback/Innopam/postgres/repository/DetectMastPnuRepositoryCustom.java

@@ -0,0 +1,3 @@
+package com.kamco.cd.kamcoback.Innopam.postgres.repository;
+
+public interface DetectMastPnuRepositoryCustom {}

src/main/java/com/kamco/cd/kamcoback/Innopam/postgres/repository/DetectMastRepository.java

@@ -0,0 +1,7 @@
+package com.kamco.cd.kamcoback.Innopam.postgres.repository;
+
+import com.kamco.cd.kamcoback.Innopam.postgres.entity.DetectMastEntity;
+import org.springframework.data.jpa.repository.JpaRepository;
+
+public interface DetectMastRepository
+    extends JpaRepository<DetectMastEntity, Long>, DetectMastRepositoryCustom {}

src/main/java/com/kamco/cd/kamcoback/Innopam/postgres/repository/DetectMastRepositoryCustom.java

@@ -0,0 +1,15 @@
+package com.kamco.cd.kamcoback.Innopam.postgres.repository;
+
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.DetectMastSearch;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.FeaturePnuDto;
+import com.kamco.cd.kamcoback.Innopam.postgres.entity.DetectMastEntity;
+import java.util.List;
+
+public interface DetectMastRepositoryCustom {
+
+  public List<DetectMastEntity> findDetectMastList(DetectMastSearch detectMast);
+
+  public DetectMastEntity findPnuData(DetectMastSearch detectMast);
+
+  Integer updateGeomPnu(List<FeaturePnuDto> list);
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/postgres/repository/DetectMastRepositoryImpl.java

@@ -0,0 +1,94 @@
+package com.kamco.cd.kamcoback.Innopam.postgres.repository;
+
+import static com.kamco.cd.kamcoback.Innopam.postgres.entity.QDetectMastEntity.detectMastEntity;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.DetectMastSearch;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.FeaturePnuDto;
+import com.kamco.cd.kamcoback.Innopam.postgres.entity.DetectMastEntity;
+import com.querydsl.core.BooleanBuilder;
+import com.querydsl.jpa.impl.JPAQueryFactory;
+import jakarta.persistence.EntityManager;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import org.apache.commons.lang3.StringUtils;
+import org.springframework.stereotype.Repository;
+
+@Repository
+@RequiredArgsConstructor
+public class DetectMastRepositoryImpl implements DetectMastRepositoryCustom {
+
+  private final EntityManager em;
+  private final JPAQueryFactory queryFactory;
+  private final ObjectMapper objectMapper;
+
+  @Override
+  public List<DetectMastEntity> findDetectMastList(DetectMastSearch detectMast) {
+
+    BooleanBuilder whereBuilder = new BooleanBuilder();
+
+    if (StringUtils.isNotBlank(detectMast.getCprsAdYr())) {
+      whereBuilder.and(detectMastEntity.cprsAdYr.eq(detectMast.getCprsAdYr()));
+    }
+
+    if (StringUtils.isNotBlank(detectMast.getCprsBfYr())) {
+      whereBuilder.and(detectMastEntity.cprsBfYr.eq(detectMast.getCprsBfYr()));
+    }
+
+    if (detectMast.getDtctSno() != null) {
+      whereBuilder.and(detectMastEntity.dtctSno.eq(detectMast.getDtctSno()));
+    }
+
+    return queryFactory.select(detectMastEntity).from(detectMastEntity).where(whereBuilder).fetch();
+  }
+
+  @Override
+  public DetectMastEntity findPnuData(DetectMastSearch detectMast) {
+
+    BooleanBuilder whereBuilder = new BooleanBuilder();
+
+    whereBuilder.and(detectMastEntity.cprsAdYr.eq(detectMast.getCprsAdYr()));
+    whereBuilder.and(detectMastEntity.cprsBfYr.eq(detectMast.getCprsBfYr()));
+    whereBuilder.and(detectMastEntity.dtctSno.eq(detectMast.getDtctSno()));
+
+    if (detectMast.getFeatureId() != null) {
+      whereBuilder.and(detectMastEntity.featureId.eq(detectMast.getFeatureId()));
+    }
+
+    return queryFactory
+        .select(detectMastEntity)
+        .from(detectMastEntity)
+        .where(whereBuilder)
+        .fetchOne();
+  }
+
+  @Override
+  public Integer updateGeomPnu(List<FeaturePnuDto> list) {
+    if (list == null || list.isEmpty()) {
+      return 0;
+    }
+
+    String sql =
+        """
+       UPDATE tb_map_sheet_anal_data_inference_geom g
+         SET pnu = j.pnu
+         FROM (
+           SELECT
+             (elem->>'featureId')::uuid        AS feature_uuid,
+             (elem->>'pnu')::bigint            AS pnu
+           FROM jsonb_array_elements(CAST(:json AS jsonb)) AS elem
+         ) j
+         WHERE g.uuid = j.feature_uuid;
+      """;
+
+    String json = "";
+    try {
+      json = objectMapper.writeValueAsString(list);
+    } catch (JsonProcessingException e) {
+      throw new RuntimeException("PNU 업데이트 실패", e);
+    }
+
+    return em.createNativeQuery(sql).setParameter("json", json).executeUpdate();
+  }
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/service/DetectMastService.java

@@ -0,0 +1,153 @@
+package com.kamco.cd.kamcoback.Innopam.service;
+
+import com.fasterxml.jackson.core.JsonFactory;
+import com.fasterxml.jackson.core.JsonParser;
+import com.fasterxml.jackson.core.JsonToken;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.Basic;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.DetectMastReq;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.DetectMastSearch;
+import com.kamco.cd.kamcoback.Innopam.dto.DetectMastDto.FeaturePnuDto;
+import com.kamco.cd.kamcoback.Innopam.postgres.core.DetectMastCoreService;
+import java.io.InputStream;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.UUID;
+import java.util.concurrent.ThreadLocalRandom;
+import java.util.stream.Stream;
+import lombok.RequiredArgsConstructor;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Service
+@Transactional(readOnly = true)
+@RequiredArgsConstructor
+public class DetectMastService {
+
+  @Value("${spring.profiles.active:local}")
+  private String profile;
+
+  private final DetectMastCoreService detectMastCoreService;
+  private final JsonFactory jsonFactory = new JsonFactory();
+
+  @Transactional
+  public void saveDetectMast(DetectMastReq detectMast) {
+    detectMastCoreService.saveDetectMast(detectMast);
+    //
+    //    String dirPath =
+    //      "local".equals(profile)
+    //        ? "/Users/bokmin/detect/result/2023_2024/4"
+    //        : detectMast.getPathNm();
+    //
+    //    List<FeaturePnuDto> list = this.extractFeaturePnusRandom(dirPath);
+  }
+
+  public List<Basic> selectDetectMast(DetectMastSearch detectMast) {
+    return detectMastCoreService.selectDetectMast(detectMast);
+  }
+
+  public Basic selectDetectMast(Long id) {
+    return detectMastCoreService.selectDetectMast(id);
+  }
+
+  /** GeoJSON → polygon_id + 랜덤 PNU */
+  public List<FeaturePnuDto> findPnuData(DetectMastSearch detectMast) {
+
+    String dirPath =
+        "local".equals(profile)
+            ? "/Users/bokmin/detect/result/"
+                + detectMast.getCprsBfYr()
+                + "_"
+                + detectMast.getCprsAdYr()
+                + "/"
+                + detectMast.getDtctSno()
+            : detectMastCoreService.findPnuData(detectMast);
+
+    return extractFeaturePnusRandom(dirPath);
+  }
+
+  public FeaturePnuDto selectPnuDetail(UUID uuid) {
+    FeaturePnuDto dto = new FeaturePnuDto();
+    dto.setPnu(randomPnu());
+    dto.setFeatureId(uuid.toString());
+    return dto;
+  }
+
+  @Transactional
+  public Integer updatePnuData(DetectMastSearch detectMast) {
+
+    String dirPath =
+        "local".equals(profile)
+            ? "/Users/bokmin/detect/result/"
+                + detectMast.getCprsBfYr()
+                + "_"
+                + detectMast.getCprsAdYr()
+                + "/"
+                + detectMast.getDtctSno()
+            : detectMastCoreService.findPnuData(detectMast);
+
+    List<FeaturePnuDto> list = extractFeaturePnusRandom(dirPath);
+    return detectMastCoreService.updatePnu(list);
+  }
+
+  /** 하위 폴더까지 .geojson 파일들에서 polygon_id만 뽑음 병렬처리(parallel) 제거: IO + parallel은 거의 항상 느려짐 */
+  private List<FeaturePnuDto> extractFeaturePnusRandom(String dirPath) {
+
+    Path basePath = Paths.get(dirPath);
+    if (!Files.isDirectory(basePath)) {
+      System.err.println("유효하지 않은 디렉터리: " + dirPath);
+      return List.of();
+    }
+
+    List<FeaturePnuDto> out = new ArrayList<>(4096);
+
+    try (Stream<Path> stream = Files.walk(basePath)) {
+      stream
+          .filter(Files::isRegularFile)
+          .filter(p -> p.toString().toLowerCase().endsWith(".geojson"))
+          .forEach(
+              p -> {
+                try (InputStream in = Files.newInputStream(p);
+                    JsonParser parser = jsonFactory.createParser(in)) {
+
+                  while (parser.nextToken() != null) {
+                    if (parser.currentToken() == JsonToken.FIELD_NAME
+                        && "polygon_id".equals(parser.getCurrentName())) {
+
+                      JsonToken next = parser.nextToken(); // 값으로 이동
+                      if (next == JsonToken.VALUE_STRING) {
+                        String polygonId = parser.getValueAsString();
+                        out.add(new FeaturePnuDto(polygonId, randomPnu()));
+                      }
+                    }
+                  }
+
+                } catch (Exception e) {
+                  // 파일 단위 실패는 최소 로그
+                  System.err.println("GeoJSON 파싱 실패: " + p.getFileName() + " / " + e.getMessage());
+                }
+              });
+
+    } catch (Exception e) {
+      System.err.println("디렉터리 탐색 실패: " + e.getMessage());
+      return List.of();
+    }
+
+    return out;
+  }
+
+  /** 랜덤 PNU 생성 (임시) - 법정동코드(5) + 산구분(1) + 본번(4) + 부번(4) = 14자리 */
+  private String randomPnu() {
+    ThreadLocalRandom r = ThreadLocalRandom.current();
+
+    String dongCode = String.format("%05d", r.nextInt(10000, 99999));
+    String san = r.nextBoolean() ? "1" : "2";
+    String bon = String.format("%04d", r.nextInt(1, 10000));
+    String bu = String.format("%04d", r.nextInt(0, 10000));
+
+    return dongCode + san + bon + bu;
+  }
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/utils/GeoJsonGeometryConverter.java

@@ -0,0 +1,48 @@
+package com.kamco.cd.kamcoback.Innopam.utils;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import org.locationtech.jts.geom.Coordinate;
+import org.locationtech.jts.geom.Geometry;
+import org.locationtech.jts.geom.GeometryFactory;
+import org.locationtech.jts.geom.LinearRing;
+import org.locationtech.jts.geom.MultiPolygon;
+import org.locationtech.jts.geom.Polygon;
+
+public class GeoJsonGeometryConverter {
+
+  private static final GeometryFactory GF = new GeometryFactory();
+
+  public static Geometry toGeometry(JsonNode geomNode) {
+    String type = geomNode.path("type").asText();
+
+    if ("Polygon".equals(type)) {
+      return toPolygon(geomNode.path("coordinates"));
+    }
+    if ("MultiPolygon".equals(type)) {
+      return toMultiPolygon(geomNode.path("coordinates"));
+    }
+    return null;
+  }
+
+  private static Polygon toPolygon(JsonNode coords) {
+    LinearRing shell = GF.createLinearRing(toCoords(coords.get(0)));
+    return GF.createPolygon(shell);
+  }
+
+  private static MultiPolygon toMultiPolygon(JsonNode coords) {
+    Polygon[] polys = new Polygon[coords.size()];
+    for (int i = 0; i < coords.size(); i++) {
+      polys[i] = toPolygon(coords.get(i));
+    }
+    return GF.createMultiPolygon(polys);
+  }
+
+  private static Coordinate[] toCoords(JsonNode ring) {
+    Coordinate[] c = new Coordinate[ring.size() + 1];
+    for (int i = 0; i < ring.size(); i++) {
+      c[i] = new Coordinate(ring.get(i).get(0).asDouble(), ring.get(i).get(1).asDouble());
+    }
+    c[c.length - 1] = c[0];
+    return c;
+  }
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/utils/GeoJsonLoader.java

@@ -0,0 +1,44 @@
+package com.kamco.cd.kamcoback.Innopam.utils;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import java.io.File;
+import java.util.ArrayList;
+import java.util.List;
+
+public class GeoJsonLoader {
+
+  private final ObjectMapper om = new ObjectMapper();
+
+  public GeoJsonFile load(File geoJsonFile) throws Exception {
+
+    JsonNode root = om.readTree(geoJsonFile);
+
+    long mapId = root.path("properties").path("map_id").asLong(-1);
+    if (mapId <= 0) {
+      throw new IllegalStateException(
+          "GeoJSON top-level properties.map_id 없음: " + geoJsonFile.getName());
+    }
+
+    List<JsonNode> features = new ArrayList<>();
+    root.path("features").forEach(features::add);
+
+    return new GeoJsonFile(mapId, features);
+  }
+
+  /** ✅ feature에서 polygon_id 추출 */
+  public static String polygonId(JsonNode feature) {
+    return feature.path("properties").path("polygon_id").asText(null);
+  }
+
+  public static class GeoJsonFile {
+
+    public final long mapId;
+    public final List<JsonNode> features;
+
+    public GeoJsonFile(long mapId, List<JsonNode> features) {
+      this.mapId = mapId;
+      this.features = features;
+    }
+  }
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/utils/MapIdUtils.java

@@ -0,0 +1,17 @@
+package com.kamco.cd.kamcoback.Innopam.utils;
+
+public class MapIdUtils {
+
+  private MapIdUtils() {
+    // util class
+  }
+
+  /** map_id → 시도코드 예: 34602060 → "34" */
+  public static String sidoCodeFromMapId(long mapId) {
+    String s = String.valueOf(mapId);
+    if (s.length() < 2) {
+      throw new IllegalArgumentException("잘못된 map_id: " + mapId);
+    }
+    return s.substring(0, 2);
+  }
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/utils/ShpIndexManager.java

@@ -0,0 +1,76 @@
+package com.kamco.cd.kamcoback.Innopam.utils;
+
+import java.io.File;
+import java.util.Map;
+import java.util.Objects;
+import java.util.concurrent.ConcurrentHashMap;
+import org.geotools.api.data.DataStore;
+import org.geotools.api.data.DataStoreFinder;
+import org.geotools.api.data.SimpleFeatureSource;
+import org.geotools.api.feature.simple.SimpleFeature;
+import org.geotools.data.simple.SimpleFeatureCollection;
+import org.geotools.data.simple.SimpleFeatureIterator;
+import org.locationtech.jts.geom.Geometry;
+import org.locationtech.jts.index.strtree.STRtree;
+
+public class ShpIndexManager {
+
+  private static final String SHP_ROOT = "/shp";
+  private static final String SHP_YYYYMM = "202512";
+  private static final String PNU_FIELD = "PNU";
+
+  private final Map<String, STRtree> cache = new ConcurrentHashMap<>();
+
+  public STRtree getIndex(String sidoCode) {
+    return cache.computeIfAbsent(sidoCode, this::loadIndex);
+  }
+
+  private STRtree loadIndex(String sidoCode) {
+    try {
+      String path = SHP_ROOT + "/LSMD_CONT_LDREG_" + sidoCode + "_" + SHP_YYYYMM + ".shp";
+
+      File shp = new File(path);
+      if (!shp.exists()) {
+        return null;
+      }
+
+      STRtree index = new STRtree(10);
+
+      DataStore store = DataStoreFinder.getDataStore(Map.of("url", shp.toURI().toURL()));
+
+      String typeName = store.getTypeNames()[0];
+      SimpleFeatureSource source = store.getFeatureSource(typeName);
+      SimpleFeatureCollection col = source.getFeatures();
+
+      try (SimpleFeatureIterator it = col.features()) {
+        while (it.hasNext()) {
+          SimpleFeature f = it.next();
+          Geometry geom = (Geometry) f.getDefaultGeometry();
+          String pnu = Objects.toString(f.getAttribute(PNU_FIELD), null);
+          if (geom != null && pnu != null) {
+            index.insert(geom.getEnvelopeInternal(), new ShpRow(geom, pnu));
+          }
+        }
+      }
+
+      index.build();
+      store.dispose();
+      return index;
+
+    } catch (Exception e) {
+      return null;
+    }
+  }
+
+  /** SHP 한 row */
+  public static class ShpRow {
+
+    public final Geometry geom;
+    public final String pnu;
+
+    public ShpRow(Geometry geom, String pnu) {
+      this.geom = geom;
+      this.pnu = pnu;
+    }
+  }
+}

src/main/java/com/kamco/cd/kamcoback/Innopam/utils/ShpPnuMatcher.java

@@ -0,0 +1,42 @@
+package com.kamco.cd.kamcoback.Innopam.utils;
+
+import java.util.List;
+import org.locationtech.jts.geom.Envelope;
+import org.locationtech.jts.geom.Geometry;
+import org.locationtech.jts.geom.prep.PreparedGeometry;
+import org.locationtech.jts.geom.prep.PreparedGeometryFactory;
+import org.locationtech.jts.index.strtree.STRtree;
+
+public class ShpPnuMatcher {
+
+  public static String pickByIntersectionMax(STRtree index, Geometry target) {
+
+    Envelope env = target.getEnvelopeInternal();
+
+    @SuppressWarnings("unchecked")
+    List<ShpIndexManager.ShpRow> rows = index.query(env);
+
+    double best = 0;
+    String bestPnu = null;
+
+    for (ShpIndexManager.ShpRow row : rows) {
+
+      PreparedGeometry prep = PreparedGeometryFactory.prepare(row.geom);
+
+      if (prep.contains(target) || prep.covers(target)) {
+        return row.pnu;
+      }
+
+      if (!prep.intersects(target)) {
+        continue;
+      }
+
+      double area = row.geom.intersection(target).getArea();
+      if (area > best) {
+        best = area;
+        bestPnu = row.pnu;
+      }
+    }
+    return bestPnu;
+  }
+}

src/main/java/com/kamco/cd/kamcoback/common/enums/CommonUseStatus.java

@@ -1,5 +1,7 @@
 package com.kamco.cd.kamcoback.common.enums;
 
+import com.kamco.cd.kamcoback.common.enums.ApiConfigEnum.EnumDto;
+import com.kamco.cd.kamcoback.common.utils.enums.CodeExpose;
 import com.kamco.cd.kamcoback.common.utils.enums.EnumType;
 import java.util.Arrays;
 import lombok.AllArgsConstructor;
@@ -11,18 +13,19 @@ import lombok.Getter;
  * <p>This enum represents whether a resource is active, excluded from processing, or inactive. It
  * is commonly used for filtering, business rules, and status management.
  */
+@CodeExpose
 @Getter
 @AllArgsConstructor
 public enum CommonUseStatus implements EnumType {
 
   // @formatter:off
-  USE("USE", "Active", 100)
+  USE("USE", "사용중", 100)
   /** Actively used and available */
   ,
-  EXCEPT("EXCEPT", "Excluded", 200)
+  EXCEPT("EXCEPT", "영구 추론제외", 200)
   /** Explicitly excluded from use or processing */
   ,
-  NOT_USE("NOT_USE", "Inactive", 999)
+  NOT_USE("NOT_USE", "사용안", 999)
 /** Not used or disabled */
 ;
   // @formatter:on
@@ -37,4 +40,8 @@ public enum CommonUseStatus implements EnumType {
         .findFirst()
         .orElse(CommonUseStatus.NOT_USE);
   }
+
+  public EnumDto<CommonUseStatus> getEnumDto() {
+    return new EnumDto<>(this, this.id, this.text);
+  }
 }

src/main/java/com/kamco/cd/kamcoback/common/enums/SyncCheckStateType.java

@@ -0,0 +1,26 @@
+package com.kamco.cd.kamcoback.common.enums;
+
+import com.kamco.cd.kamcoback.common.utils.enums.CodeExpose;
+import com.kamco.cd.kamcoback.common.utils.enums.EnumType;
+import lombok.AllArgsConstructor;
+import lombok.Getter;
+
+@CodeExpose
+@Getter
+@AllArgsConstructor
+public enum SyncCheckStateType implements EnumType {
+  NOTYET("미처리"),
+  DONE("완료");
+
+  private final String desc;
+
+  @Override
+  public String getId() {
+    return name();
+  }
+
+  @Override
+  public String getText() {
+    return desc;
+  }
+}

src/main/java/com/kamco/cd/kamcoback/config/GlobalExceptionHandler.java

@@ -463,7 +463,8 @@ public class GlobalExceptionHandler {
     String stackTraceStr =
         Arrays.stream(stackTrace)
             .map(StackTraceElement::toString)
-            .collect(Collectors.joining("\n"));
+            .collect(Collectors.joining("\n"))
+            .substring(0, 255);
 
     ErrorLogEntity errorLogEntity =
         new ErrorLogEntity(

src/main/java/com/kamco/cd/kamcoback/config/api/ApiLogFunction.java

@@ -129,4 +129,12 @@ public class ApiLogFunction {
 
     return m != null ? m.getMenuUid() : "SYSTEM";
   }
+
+  public static String cutRequestBody(String value) {
+    int MAX_LEN = 255;
+    if (value == null) {
+      return null;
+    }
+    return value.length() <= MAX_LEN ? value : value.substring(0, MAX_LEN);
+  }
 }

src/main/java/com/kamco/cd/kamcoback/config/api/ApiResponseAdvice.java

@@ -9,6 +9,7 @@ import com.kamco.cd.kamcoback.postgres.repository.log.AuditLogRepository;
 import jakarta.servlet.http.HttpServletRequest;
 import java.util.LinkedHashMap;
 import java.util.List;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.core.MethodParameter;
 import org.springframework.http.MediaType;
@@ -26,6 +27,7 @@ import org.springframework.web.util.ContentCachingRequestWrapper;
  *
  * <p>createOK() → 201 CREATED ok() → 200 OK deleteOk() → 204 NO_CONTENT
  */
+@Slf4j
 @RestControllerAdvice
 public class ApiResponseAdvice implements ResponseBodyAdvice<Object> {
 
@@ -110,7 +112,7 @@ public class ApiResponseAdvice implements ResponseBodyAdvice<Object> {
               ApiLogFunction.getUriMenuInfo(result, servletRequest.getRequestURI()),
               ip,
               servletRequest.getRequestURI(),
-              requestBody,
+              ApiLogFunction.cutRequestBody(requestBody),
               apiResponse.getErrorLogUid());
       auditLogRepository.save(log);
     }

src/main/java/com/kamco/cd/kamcoback/label/LabelAllocateApiController.java

@@ -0,0 +1,229 @@
+package com.kamco.cd.kamcoback.label;
+
+import com.kamco.cd.kamcoback.common.enums.RoleType;
+import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelerDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelingStatDto;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkerListResponse;
+import com.kamco.cd.kamcoback.label.service.LabelAllocateService;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.Parameter;
+import io.swagger.v3.oas.annotations.media.Content;
+import io.swagger.v3.oas.annotations.media.Schema;
+import io.swagger.v3.oas.annotations.responses.ApiResponse;
+import io.swagger.v3.oas.annotations.responses.ApiResponses;
+import io.swagger.v3.oas.annotations.tags.Tag;
+import jakarta.validation.Valid;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.domain.Page;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+
+@Slf4j
+@Tag(name = "라벨링 작업 관리", description = "라벨링 작업 배정 및 통계 조회 API")
+@RequestMapping({"/api/label"})
+@RequiredArgsConstructor
+@RestController
+public class LabelAllocateApiController {
+
+  private final LabelAllocateService labelAllocateService;
+
+  @Operation(summary = "배정 가능한 사용자 목록 조회", description = "라벨링 작업 배정을 위한 활성 상태의 사용자 목록을 조회합니다.")
+  @ApiResponses(
+      value = {
+        @ApiResponse(responseCode = "200", description = "조회 성공"),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음"),
+        @ApiResponse(responseCode = "500", description = "서버 오류")
+      })
+  @GetMapping("/avail-user")
+  public ApiResponseDto<List<LabelAllocateDto.UserList>> availUserList(
+      @Parameter(
+              description = "사용자 역할",
+              example = "LABELER",
+              schema = @Schema(allowableValues = {"LABELER", "REVIEWER"}))
+          @RequestParam
+          String role) {
+    return ApiResponseDto.ok(labelAllocateService.availUserList(role));
+  }
+
+  @Operation(summary = "작업현황 관리 (라벨링, 검수 진행률 요약정보)", description = "작업현황 관리 (라벨링, 검수 진행률 요약정보)")
+  @ApiResponses(
+      value = {
+        @ApiResponse(responseCode = "200", description = "조회 성공"),
+        @ApiResponse(responseCode = "404", description = "데이터를 찾을 수 없음"),
+        @ApiResponse(responseCode = "500", description = "서버 오류")
+      })
+  @GetMapping("/admin/workers")
+  public ApiResponseDto<WorkerListResponse> getWorkerStatistics(
+      // @Parameter(description = "분석 ID (선택)", example = "3") @RequestParam(required = false)
+      //     Long analUid,
+      @Parameter(
+              description = "작업자 유형 (선택) - 미입력 시 LABELER로 조회",
+              example = "LABELER",
+              schema =
+                  @Schema(
+                      allowableValues = {"LABELER", "REVIEWER"},
+                      defaultValue = "LABELER"))
+          @RequestParam(required = false)
+          String type,
+      @Parameter(description = "검색어 (작업자 이름 또는 사번으로 검색, 부분 일치)", example = "김라벨")
+          @RequestParam(required = false)
+          String search,
+      @Parameter(
+              description = "정렬 조건 (선택) - 미입력 시 이름 오름차순",
+              example = "REMAINING_DESC",
+              schema =
+                  @Schema(
+                      allowableValues = {
+                        "REMAINING_DESC",
+                        "REMAINING_ASC",
+                        "COMPLETED_DESC",
+                        "COMPLETED_ASC",
+                        "NAME_ASC",
+                        "NAME_DESC"
+                      },
+                      defaultValue = "NAME_ASC"))
+          @RequestParam(required = false)
+          String sort) {
+
+    // type이 null이면 기본값으로 LABELER 설정
+    String workerType = (type == null || type.isEmpty()) ? RoleType.LABELER.name() : type;
+
+    return ApiResponseDto.ok(
+        labelAllocateService.getWorkerStatistics(null, workerType, search, sort));
+  }
+
+  @Operation(summary = "라벨링작업 관리 > 작업 배정", description = "라벨링작업 관리 > 작업 배정")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "201",
+            description = "등록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Long.class))),
+        @ApiResponse(responseCode = "400", description = "잘못된 요청 데이터", content = @Content),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @PostMapping("/allocate")
+  public ApiResponseDto<ApiResponseDto.ResponseObj> labelAllocate(
+      @RequestBody @Valid LabelAllocateDto.AllocateDto dto) {
+
+    return ApiResponseDto.okObject(
+        labelAllocateService.allocateAsc(
+            dto.getStage(),
+            dto.getLabelers(),
+            dto.getInspectors(),
+            dto.getCompareYyyy(),
+            dto.getTargetYyyy()));
+  }
+
+  @Operation(summary = "작업현황 관리 > 변화탐지 회차 정보", description = "작업현황 관리 > 변화탐지 회차 정보")
+  @ApiResponses(
+      value = {
+        @ApiResponse(responseCode = "200", description = "조회 성공"),
+        @ApiResponse(responseCode = "404", description = "데이터를 찾을 수 없음"),
+        @ApiResponse(responseCode = "500", description = "서버 오류")
+      })
+  @GetMapping("/stage-detail")
+  public ApiResponseDto<InferenceDetail> findInferenceDetail(
+      @Parameter(
+              description = "회차 마스터 key",
+              required = true,
+              example = "8584e8d4-53b3-4582-bde2-28a81495a626")
+          @RequestParam
+          String uuid) {
+    return ApiResponseDto.ok(labelAllocateService.findInferenceDetail(uuid));
+  }
+
+  @Operation(
+      summary = "작업현황 관리 > 라벨러/검수자 상세 정보, 작업이관 팝업 내 라벨러 상세 정보 동일",
+      description = "작업현황 관리 > 라벨러/검수자 상세 정보, 작업이관 팝업 내 라벨러 상세 정보 동일")
+  @GetMapping("/user-detail")
+  public ApiResponseDto<LabelerDetail> findUserDetail(
+      @RequestParam(defaultValue = "01022223333", required = true) String userId,
+      @Parameter(
+              description = "회차 마스터 key",
+              required = true,
+              example = "8584e8d4-53b3-4582-bde2-28a81495a626")
+          @RequestParam
+          String uuid,
+      @Schema(
+              allowableValues = {"LABELER", "REVIEWER"},
+              defaultValue = "LABELER")
+          @Parameter(description = "라벨러/검수자(LABELER/REVIEWER)", required = true)
+          @RequestParam
+          String type) {
+    return ApiResponseDto.ok(labelAllocateService.findUserDetail(userId, uuid, type));
+  }
+
+  @Operation(summary = "작업현황 관리 > 상세 > 작업 이관", description = "작업현황 관리 > 상세 > 작업 이관")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "201",
+            description = "등록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Long.class))),
+        @ApiResponse(responseCode = "400", description = "잘못된 요청 데이터", content = @Content),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @PostMapping("/allocate-move")
+  public ApiResponseDto<ApiResponseDto.ResponseObj> labelAllocateMove(
+      @io.swagger.v3.oas.annotations.parameters.RequestBody(
+              description = "라벨링 이관",
+              required = true,
+              content =
+                  @Content(
+                      mediaType = "application/json",
+                      schema = @Schema(implementation = LabelAllocateDto.AllocateMoveDto.class)))
+          @RequestBody
+          LabelAllocateDto.AllocateMoveDto dto) {
+
+    return ApiResponseDto.okObject(
+        labelAllocateService.allocateMove(
+            dto.getStage(),
+            dto.getLabelers(),
+            dto.getCompareYyyy(),
+            dto.getTargetYyyy(),
+            dto.getUserId()));
+  }
+
+  @Operation(
+      summary = "라벨링작업 관리 > 상세 > 라벨러/검수자 일별 작업량 목록",
+      description = "라벨링작업 관리 > 상세 > 라벨러/검수자 일별 작업량 목록")
+  @GetMapping("/daily-list")
+  public ApiResponseDto<Page<LabelingStatDto>> findDaliyList(
+      @RequestParam(defaultValue = "0", required = true) int page,
+      @RequestParam(defaultValue = "20", required = true) int size,
+      @Parameter(
+              description = "회차 마스터 key",
+              required = true,
+              example = "8584e8d4-53b3-4582-bde2-28a81495a626")
+          @RequestParam
+          String uuid,
+      @Parameter(description = "사번", required = true, example = "123456") @RequestParam
+          String userId,
+      @Schema(
+              allowableValues = {"LABELER", "REVIEWER"},
+              defaultValue = "LABELER")
+          @Parameter(description = "라벨러/검수자(LABELER/REVIEWER)", required = true)
+          @RequestParam
+          String type) {
+    LabelAllocateDto.searchReq searchReq = new LabelAllocateDto.searchReq(page, size, "");
+    return ApiResponseDto.ok(labelAllocateService.findDaliyList(searchReq, uuid, userId, type));
+  }
+}

src/main/java/com/kamco/cd/kamcoback/label/LabelWorkerApiController.java

@@ -0,0 +1,139 @@
+package com.kamco.cd.kamcoback.label;
+
+import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.ChangeDetectYear;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMng;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMngDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMngSearchReq;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.WorkerState;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.WorkerStateSearchReq;
+import com.kamco.cd.kamcoback.label.service.LabelWorkService;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.Parameter;
+import io.swagger.v3.oas.annotations.media.Content;
+import io.swagger.v3.oas.annotations.media.Schema;
+import io.swagger.v3.oas.annotations.responses.ApiResponse;
+import io.swagger.v3.oas.annotations.responses.ApiResponses;
+import io.swagger.v3.oas.annotations.tags.Tag;
+import java.util.List;
+import java.util.UUID;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.domain.Page;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+
+@Slf4j
+@Tag(name = "라벨링 작업 관리", description = "라벨링 작업 관리")
+@RequestMapping({"/api/label"})
+@RequiredArgsConstructor
+@RestController
+public class LabelWorkerApiController {
+
+  private final LabelWorkService labelWorkService;
+
+  @Operation(summary = "변화탐지 년도 셀렉트박스 조회", description = "라벨링작업 관리 > 목록 조회 변화탐지 년도 셀렉트박스 조회")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "조회 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = ChangeDetectYear.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping("/change-detect-year")
+  public ApiResponseDto<List<ChangeDetectYear>> getChangeDetectYear() {
+    return ApiResponseDto.ok(labelWorkService.getChangeDetectYear());
+  }
+
+  @Operation(summary = "라벨링작업 관리 > 목록 조회", description = "라벨링작업 관리 > 목록 조회")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "조회 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Page.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping("/label-work-mng-list")
+  public ApiResponseDto<Page<LabelWorkMng>> labelWorkMngList(
+      @Parameter(description = "변화탐지년도", example = "2022-2024") @RequestParam(required = false)
+          String detectYear,
+      @Parameter(description = "시작일", example = "20220101") @RequestParam String strtDttm,
+      @Parameter(description = "종료일", example = "20261201") @RequestParam String endDttm,
+      @Parameter(description = "페이지 번호 (0부터 시작)", example = "0") @RequestParam(defaultValue = "0")
+          int page,
+      @Parameter(description = "페이지 크기", example = "20") @RequestParam(defaultValue = "20")
+          int size) {
+    LabelWorkDto.LabelWorkMngSearchReq searchReq = new LabelWorkMngSearchReq();
+    searchReq.setDetectYear(detectYear);
+    searchReq.setStrtDttm(strtDttm);
+    searchReq.setEndDttm(endDttm);
+    searchReq.setPage(page);
+    searchReq.setSize(size);
+    return ApiResponseDto.ok(labelWorkService.labelWorkMngList(searchReq));
+  }
+
+  @Operation(summary = "라벨링작업 관리 > 작업 배정 정보조회", description = "작업 배정 정보조회")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "조회 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = LabelWorkMngDetail.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping("/label-work-mng-detail/{uuid}")
+  public ApiResponseDto<LabelWorkMngDetail> labelWorkMngDetail(
+      @Parameter(description = "uuid") @PathVariable UUID uuid) {
+    return ApiResponseDto.ok(labelWorkService.findLabelWorkMngDetail(uuid));
+  }
+
+  @Operation(summary = "작업현황 관리 > 현황 목록 조회", description = "작업현황 관리 > 현황 목록 조회")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "조회 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Page.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping("/work-state-list")
+  public ApiResponseDto<Page<WorkerState>> findWorkStateList(
+      @Parameter(description = "유형", example = "LABELER") @RequestParam(required = false)
+          String userRole,
+      @Parameter(description = "검색어", example = "20261201") @RequestParam(required = false)
+          String searchVal,
+      @Parameter(description = "페이지 번호 (0부터 시작)", example = "0") @RequestParam(defaultValue = "0")
+          int page,
+      @Parameter(description = "페이지 크기", example = "20") @RequestParam(defaultValue = "20")
+          int size) {
+
+    LabelWorkDto.WorkerStateSearchReq searchReq = new WorkerStateSearchReq();
+    searchReq.setUserRole(userRole);
+    searchReq.setSearchVal(searchVal);
+    searchReq.setPage(page);
+    searchReq.setSize(size);
+    return ApiResponseDto.ok(labelWorkService.findlabelWorkStateList(searchReq));
+  }
+}

src/main/java/com/kamco/cd/kamcoback/label/dto/LabelAllocateDto.java

@@ -0,0 +1,304 @@
+package com.kamco.cd.kamcoback.label.dto;
+
+import com.kamco.cd.kamcoback.common.utils.enums.CodeExpose;
+import com.kamco.cd.kamcoback.common.utils.enums.EnumType;
+import io.swagger.v3.oas.annotations.media.Schema;
+import java.time.ZonedDateTime;
+import java.util.List;
+import java.util.UUID;
+import lombok.AllArgsConstructor;
+import lombok.Getter;
+import lombok.NoArgsConstructor;
+import lombok.Setter;
+import org.springframework.data.domain.PageRequest;
+import org.springframework.data.domain.Pageable;
+import org.springframework.data.domain.Sort;
+
+public class LabelAllocateDto {
+
+  @CodeExpose
+  @Getter
+  @AllArgsConstructor
+  public enum LabelMngState implements EnumType {
+    PENDING("작업대기"),
+    ASSIGNED("작업할당"),
+    STOP("중단"),
+    LABEL_ING("라벨진행중"),
+    LABEL_COMPLETE("라벨완료"),
+    INSPECT_REQ("검수요청"),
+    INSPECT_ING("검수진행중"),
+    INSPECT_COMPLETE("검수완료");
+
+    private String desc;
+
+    @Override
+    public String getId() {
+      return name();
+    }
+
+    @Override
+    public String getText() {
+      return desc;
+    }
+  }
+
+  @CodeExpose
+  @Getter
+  @AllArgsConstructor
+  public enum LabelState implements EnumType {
+    WAIT("대기"),
+    ASSIGNED("배정"),
+    SKIP("스킵"),
+    DONE("완료"),
+    COMPLETE("완료");
+
+    private String desc;
+
+    @Override
+    public String getId() {
+      return name();
+    }
+
+    @Override
+    public String getText() {
+      return desc;
+    }
+  }
+
+  @CodeExpose
+  @Getter
+  @AllArgsConstructor
+  public enum InspectState implements EnumType {
+    UNCONFIRM("미확인"),
+    EXCEPT("제외"),
+    COMPLETE("완료");
+
+    private String desc;
+
+    @Override
+    public String getId() {
+      return name();
+    }
+
+    @Override
+    public String getText() {
+      return desc;
+    }
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class AllocateDto {
+
+    @Schema(description = "비교년도", example = "2022", required = true)
+    private Integer compareYyyy;
+
+    @Schema(description = "기준년도", example = "2024", required = true)
+    private Integer targetYyyy;
+
+    @Schema(description = "회차", example = "4", required = true)
+    private Integer stage;
+
+    @Schema(
+        description = "라벨러 할당 목록",
+        example =
+            """
+          [
+             {
+               "userId": "123456",
+               "demand": 1000
+             },
+             {
+               "userId": "010222297501",
+               "demand": 400
+             },
+             {
+               "userId": "01022223333",
+               "demand": 440
+             }
+          ]
+          """)
+    private List<TargetUser> labelers;
+
+    @Schema(
+        description = "검수자 할당 목록",
+        example =
+            """
+          ["K20251216001",
+           "01022225555",
+           "K20251212001"
+          ]
+          """)
+    private List<String> inspectors;
+  }
+
+  @Getter
+  public static class TargetUser {
+
+    @Schema(description = "라벨러 사번", example = "labeler44")
+    private final String userId;
+
+    @Schema(description = "할당 건수", example = "200")
+    private final int demand;
+
+    public TargetUser(String userId, int demand) {
+      this.userId = userId;
+      this.demand = demand;
+    }
+  }
+
+  @Getter
+  @AllArgsConstructor
+  public static class TargetInspector {
+
+    @Schema(description = "검수자 사번", example = "K20251212001")
+    private final String inspectorUid;
+
+    @Schema(description = "할당 명수", example = "3")
+    private int userCount;
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class Basic {
+
+    private UUID assignmentUid;
+    private Long inferenceGeomUid;
+    private String workerUid;
+    private String inspectorUid;
+    private String workState;
+    private Character stagnationYn;
+    private String assignGroupId;
+    private Long learnGeomUid;
+    private Long analUid;
+    private ZonedDateTime createdDttm;
+    private ZonedDateTime updatedDttm;
+    private String inspectState;
+    private ZonedDateTime workStatDttm;
+    private ZonedDateTime inspectStatDttm;
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class UserList {
+
+    private String userRole;
+    private String employeeNo;
+    private String name;
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class InferenceDetail {
+
+    private String analTitle;
+    private Integer stage;
+    private ZonedDateTime gukyuinDttm;
+    private Long count;
+    private Long labelCnt;
+    private Long inspectorCnt;
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class LabelerDetail {
+
+    private String roleType;
+    private String name;
+    private String userId; // 사번
+    private Long count;
+    private Long completeCnt;
+    private Long skipCnt;
+    private Double percent;
+    private Integer ranking;
+    private ZonedDateTime createdDttm;
+    private String ownerName;
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class AllocateMoveDto {
+
+    @Schema(description = "회차", example = "4")
+    private Integer stage;
+
+    @Schema(
+        description = "이관할 라벨러 할당량",
+        example =
+            """
+          [
+             {
+               "userId": "123456",
+               "demand": 10
+             },
+             {
+               "userId": "010222297501",
+               "demand": 5
+             }
+          ]
+          """)
+    private List<TargetUser> labelers;
+
+    @Schema(description = "비교년도", example = "2022")
+    private Integer compareYyyy;
+
+    @Schema(description = "기준년도", example = "2024")
+    private Integer targetYyyy;
+
+    @Schema(description = "대상 사번", example = "01022223333")
+    private String userId;
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class AllocateInfoDto {
+
+    private Long geoUid;
+    private Long mapSheetNum;
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class LabelingStatDto {
+
+    private String workDate;
+    private Long dailyTotalCnt;
+    private Long totalCnt;
+    private Long assignedCnt;
+    private Long skipCnt;
+    private Long completeCnt;
+    private Long remainCnt;
+  }
+
+  @Schema(name = "searchReq", description = "일자별 작업 목록 요청")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class searchReq {
+
+    // 페이징 파라미터
+    private int page = 0;
+    private int size = 20;
+    private String sort;
+
+    public Pageable toPageable() {
+      if (sort != null && !sort.isEmpty()) {
+        String[] sortParams = sort.split(",");
+        String property = sortParams[0];
+        Sort.Direction direction =
+            sortParams.length > 1 ? Sort.Direction.fromString(sortParams[1]) : Sort.Direction.ASC;
+        return PageRequest.of(page, size, Sort.by(direction, property));
+      }
+      return PageRequest.of(page, size);
+    }
+  }
+}

src/main/java/com/kamco/cd/kamcoback/label/dto/LabelInspectorDto.java

@@ -0,0 +1,22 @@
+package com.kamco.cd.kamcoback.label.dto;
+
+import java.time.ZonedDateTime;
+import java.util.UUID;
+import lombok.AllArgsConstructor;
+import lombok.Getter;
+import lombok.Setter;
+
+public class LabelInspectorDto {
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class Basic {
+
+    private UUID operatorUid;
+    private Long analUid;
+    private String inspectorUid;
+    private ZonedDateTime createdDttm;
+    private ZonedDateTime updatedDttm;
+  }
+}

src/main/java/com/kamco/cd/kamcoback/label/dto/LabelWorkDto.java

@@ -0,0 +1,217 @@
+package com.kamco.cd.kamcoback.label.dto;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.kamco.cd.kamcoback.common.utils.enums.Enums;
+import com.kamco.cd.kamcoback.common.utils.interfaces.JsonFormatDttm;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelMngState;
+import io.swagger.v3.oas.annotations.media.Schema;
+import java.time.ZonedDateTime;
+import java.util.UUID;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Getter;
+import lombok.NoArgsConstructor;
+import lombok.Setter;
+import org.springframework.data.domain.PageRequest;
+import org.springframework.data.domain.Pageable;
+
+public class LabelWorkDto {
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class ChangeDetectYear {
+
+    private String code;
+    private String name;
+  }
+
+  @Schema(name = "LabelWorkMng", description = "라벨작업관리")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class LabelWorkMng {
+
+    private UUID uuid;
+    private Integer compareYyyy;
+    private Integer targetYyyy;
+    private int stage;
+    @JsonFormatDttm private ZonedDateTime createdDttm;
+    private Long detectionTotCnt;
+    private Long labelTotCnt;
+    private Long labelAssignCnt;
+    private Long labelStopTotCnt;
+    private Long labelIngTotCnt;
+    private Long labelCompleteTotCnt;
+    @JsonFormatDttm private ZonedDateTime labelStartDttm;
+
+    @JsonProperty("detectYear")
+    public String getDetectYear() {
+      if (compareYyyy == null || targetYyyy == null) {
+        return null;
+      }
+      return compareYyyy + "-" + targetYyyy;
+    }
+
+    public String getLabelState() {
+
+      String mngState = "PENDING";
+
+      if (this.labelTotCnt == 0) {
+        mngState = "PENDING";
+      } else if (this.labelTotCnt > 0 && this.labelAssignCnt > 0 && this.labelIngTotCnt == 0) {
+        mngState = "ASSIGNED";
+      } else if (this.labelIngTotCnt > 0) {
+        mngState = "LABEL_ING";
+      } else if (this.labelTotCnt <= labelCompleteTotCnt) {
+        mngState = "LABEL_COMPLETE";
+      }
+
+      return mngState;
+    }
+
+    public String getLabelStateName() {
+      String enumId = this.getLabelState();
+      if (enumId == null || enumId.isEmpty()) {
+        enumId = "PENDING";
+      }
+
+      LabelMngState type = Enums.fromId(LabelMngState.class, enumId);
+      return type.getText();
+    }
+
+    public double getLabelRate() {
+      if (this.labelTotCnt == null || this.labelCompleteTotCnt == 0) {
+        return 0.0;
+      }
+      return (double) this.labelTotCnt / this.labelCompleteTotCnt * 100.0;
+    }
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  @NoArgsConstructor
+  public static class LabelWorkMngDetail {
+
+    private String detectionYear;
+    private Integer stage;
+    @JsonFormatDttm private ZonedDateTime createdDttm;
+    private Long labelTotCnt;
+    private Long labeler;
+    private Long reviewer;
+  }
+
+  @Schema(name = "LabelWorkMngSearchReq", description = "라벨작업관리 검색 요청")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class LabelWorkMngSearchReq {
+
+    // 페이징 파라미터
+    @Schema(description = "페이지 번호 (0부터 시작) ", example = "0")
+    private int page = 0;
+
+    @Schema(description = "페이지 크기", example = "20")
+    private int size = 20;
+
+    @Schema(description = "변화탐지년도", example = "2024")
+    private String detectYear;
+
+    @Schema(description = "시작일", example = "20260101")
+    private String strtDttm;
+
+    @Schema(description = "종료일", example = "20261201")
+    private String endDttm;
+
+    public Pageable toPageable() {
+
+      return PageRequest.of(page, size);
+    }
+  }
+
+  @Getter
+  @Setter
+  @Builder
+  @NoArgsConstructor
+  @AllArgsConstructor
+  @Schema(description = "작업자 통계 응답")
+  public static class WorkerState {
+
+    @Schema(description = "작업자 유형 (LABELER/INSPECTOR)")
+    private String userRole;
+
+    @Schema(description = "작업자 ID (사번)")
+    private String name;
+
+    @Schema(description = "작업자 이름")
+    private String userId;
+
+    @Schema(description = "배정개수")
+    private Long assignedCnt;
+
+    @Schema(description = "완료개수")
+    private Long doneCnt;
+
+    @Schema(description = "Skip개수")
+    private Long skipCnt;
+
+    @Schema(description = "Skip개수")
+    private Long day3AgoDoneCnt;
+
+    @Schema(description = "Skip개수")
+    private Long day2AgoDoneCnt;
+
+    @Schema(description = "Skip개수")
+    private Long day1AgoDoneCnt;
+
+    public Long getremindCnt() {
+      return this.assignedCnt - this.doneCnt;
+    }
+
+    public double getDoneRate() {
+      if (this.doneCnt == null || this.assignedCnt == 0) {
+        return 0.0;
+      }
+      return (double) this.doneCnt / this.assignedCnt * 100.0;
+    }
+
+    public String getUserRoleName() {
+      if (this.userRole.equals("LABELER")) {
+        return "라벨러";
+      }
+      return "검수자";
+    }
+  }
+
+  @Schema(name = "WorkerStateSearchReq", description = "라벨작업관리 검색 요청")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class WorkerStateSearchReq {
+
+    // 페이징 파라미터
+    @Schema(description = "페이지 번호 (0부터 시작) ", example = "0")
+    private int page = 0;
+
+    @Schema(description = "페이지 크기", example = "20")
+    private int size = 20;
+
+    @Schema(description = "유형", example = "LABELER")
+    private String userRole;
+
+    @Schema(description = "종료일", example = "20261201")
+    private String searchVal;
+
+    @Schema(description = "종료일", example = "20261201")
+    private String uuid;
+
+    public Pageable toPageable() {
+
+      return PageRequest.of(page, size);
+    }
+  }
+}

src/main/java/com/kamco/cd/kamcoback/label/dto/WorkerStatsDto.java

@@ -0,0 +1,204 @@
+package com.kamco.cd.kamcoback.label.dto;
+
+import com.kamco.cd.kamcoback.common.utils.interfaces.JsonFormatDttm;
+import io.swagger.v3.oas.annotations.media.Schema;
+import java.time.ZonedDateTime;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Getter;
+import lombok.NoArgsConstructor;
+import lombok.Setter;
+
+public class WorkerStatsDto {
+
+  @Getter
+  @Setter
+  @Builder
+  @NoArgsConstructor
+  @AllArgsConstructor
+  @Schema(description = "프로젝트 기본 정보 (상단 표시용)")
+  public static class ProjectInfo {
+
+    @Schema(description = "변화탐지년도 (예: 2026-2025)")
+    private String detectionYear;
+
+    @Schema(description = "회차 (예: 8)")
+    private String stage;
+
+    @Schema(description = "국유인 반영일 (예: 2026-03-31)")
+    @JsonFormatDttm
+    private ZonedDateTime gukyuinApplyDttm;
+
+    @Schema(description = "작업 시작일 (예: 2026-04-06)")
+    @JsonFormatDttm
+    private ZonedDateTime startDttm;
+
+    @Schema(description = "프로젝트 UUID")
+    private String uuid;
+  }
+
+  @Getter
+  @Setter
+  @Builder
+  @NoArgsConstructor
+  @AllArgsConstructor
+  @Schema(description = "작업자 통계 응답")
+  public static class WorkerStatistics {
+
+    @Schema(description = "작업자 ID (사번)")
+    private String workerId;
+
+    @Schema(description = "작업자 이름")
+    private String workerName;
+
+    @Schema(description = "작업자 유형 (LABELER/INSPECTOR)")
+    private String workerType;
+
+    @Schema(description = "전체 배정 건수")
+    private Long totalAssigned;
+
+    @Schema(description = "완료 건수")
+    private Long completed;
+
+    @Schema(description = "스킵 건수")
+    private Long skipped;
+
+    @Schema(description = "남은 작업 건수")
+    private Long remaining;
+
+    @Schema(description = "최근 3일간 처리 이력")
+    private DailyHistory history;
+
+    @Schema(description = "작업 정체 여부 (3일간 실적이 저조하면 true)")
+    private Boolean isStagnated;
+
+    // 레거시 필드 (기존 호환성 유지)
+    @Deprecated private Long doneCnt; // completed로 대체
+
+    @Deprecated private Long skipCnt; // skipped로 대체
+
+    @Deprecated private Long remainingCnt; // remaining으로 대체
+
+    @Deprecated private Long day3AgoDoneCnt; // history.day3Ago로 대체
+
+    @Deprecated private Long day2AgoDoneCnt; // history.day2Ago로 대체
+
+    @Deprecated private Long day1AgoDoneCnt; // history.day1Ago로 대체
+  }
+
+  @Getter
+  @Setter
+  @Builder
+  @NoArgsConstructor
+  @AllArgsConstructor
+  @Schema(description = "최근 3일간 일일 처리 이력")
+  public static class DailyHistory {
+
+    @Schema(description = "1일 전 (어제) 처리량")
+    private Long day1Ago;
+
+    @Schema(description = "2일 전 처리량")
+    private Long day2Ago;
+
+    @Schema(description = "3일 전 처리량")
+    private Long day3Ago;
+
+    @Schema(description = "3일 평균 처리량")
+    private Long average;
+  }
+
+  @Getter
+  @Setter
+  @Builder
+  @NoArgsConstructor
+  @AllArgsConstructor
+  @Schema(description = "작업 진행 현황 정보")
+  public static class WorkProgressInfo {
+
+    // === 라벨링 관련 ===
+    @Schema(description = "라벨링 진행률 (완료건+스킵건)/배정건")
+    private Double labelingProgressRate;
+
+    @Schema(description = "라벨링 작업 상태 (진행중/완료)")
+    private String labelingStatus;
+
+    @Schema(description = "라벨링 전체 배정 건수")
+    private Long labelingTotalCount;
+
+    @Schema(description = "라벨링 완료 건수 (LABEL_FIN + TEST_ING + DONE)")
+    private Long labelingCompletedCount;
+
+    @Schema(description = "라벨링 스킵 건수 (SKIP)")
+    private Long labelingSkipCount;
+
+    @Schema(description = "라벨링 남은 작업 건수")
+    private Long labelingRemainingCount;
+
+    @Schema(description = "투입된 라벨러 수")
+    private Long labelerCount;
+
+    // === 검수(Inspection) 관련 (신규 추가) ===
+    @Schema(description = "검수 진행률 (완료건/대상건)")
+    private Double inspectionProgressRate;
+
+    @Schema(description = "검수 작업 상태 (진행중/완료)")
+    private String inspectionStatus;
+
+    @Schema(description = "검수 전체 대상 건수")
+    private Long inspectionTotalCount;
+
+    @Schema(description = "검수 완료 건수 (DONE)")
+    private Long inspectionCompletedCount;
+
+    @Schema(description = "검수 제외 건수 (라벨링 스킵과 동일)")
+    private Long inspectionSkipCount;
+
+    @Schema(description = "검수 남은 작업 건수")
+    private Long inspectionRemainingCount;
+
+    @Schema(description = "투입된 검수자 수")
+    private Long inspectorCount;
+
+    // === 레거시 호환 필드 (Deprecated) ===
+    @Deprecated
+    @Schema(description = "[Deprecated] labelingProgressRate 사용 권장")
+    private Double progressRate;
+
+    @Deprecated
+    @Schema(description = "[Deprecated] labelingTotalCount 사용 권장")
+    private Long totalAssignedCount;
+
+    @Deprecated
+    @Schema(description = "[Deprecated] labelingCompletedCount 사용 권장")
+    private Long completedCount;
+
+    @Deprecated
+    @Schema(description = "[Deprecated] labelingRemainingCount 사용 권장")
+    private Long remainingLabelCount;
+
+    @Deprecated
+    @Schema(description = "[Deprecated] inspectionRemainingCount 사용 권장")
+    private Long remainingInspectCount;
+
+    @Deprecated
+    @Schema(description = "[Deprecated] labelingStatus/inspectionStatus 사용 권장")
+    private String workStatus;
+  }
+
+  @Getter
+  @Setter
+  @Builder
+  @NoArgsConstructor
+  @AllArgsConstructor
+  @Schema(description = "작업자 목록 응답 (작업 정보 포함)")
+  public static class WorkerListResponse {
+
+    @Schema(description = "프로젝트 기본 정보 (상단 표시용)")
+    private ProjectInfo projectInfo;
+
+    @Schema(description = "작업 진행 현황 정보")
+    private WorkProgressInfo progressInfo;
+
+    // workers 필드는 제거되었습니다 (프로젝트 정보와 진행현황만 반환)
+  }
+}

src/main/java/com/kamco/cd/kamcoback/label/service/LabelAllocateService.java

@@ -0,0 +1,182 @@
+package com.kamco.cd.kamcoback.label.service;
+
+import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
+import com.kamco.cd.kamcoback.config.api.ApiResponseDto.ApiResponseCode;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.AllocateInfoDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelerDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelingStatDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.TargetUser;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.UserList;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkerListResponse;
+import com.kamco.cd.kamcoback.postgres.core.LabelAllocateCoreService;
+import java.util.List;
+import java.util.Objects;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.domain.Page;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Slf4j
+@Service
+@Transactional
+public class LabelAllocateService {
+
+  private final LabelAllocateCoreService labelAllocateCoreService;
+
+  public LabelAllocateService(LabelAllocateCoreService labelAllocateCoreService) {
+    this.labelAllocateCoreService = labelAllocateCoreService;
+  }
+
+  /**
+   * 도엽 기준 asc sorting 해서 할당 수만큼 배정하는 로직
+   *
+   * @param stage 회차
+   * @param targetUsers 라벨러 목록
+   * @param targetInspectors 검수자 목록
+   */
+  @Transactional
+  public ApiResponseDto.ResponseObj allocateAsc(
+      Integer stage,
+      List<TargetUser> targetUsers,
+      List<String> targetInspectors,
+      Integer compareYyyy,
+      Integer targetYyyy) {
+    Long lastId = null;
+
+    // geom 잔여건수 조회
+    Long chargeCnt =
+        labelAllocateCoreService.findLabelUnAssignedCnt(stage, compareYyyy, targetYyyy);
+    if (chargeCnt <= 0) {
+      return new ApiResponseDto.ResponseObj(ApiResponseCode.DUPLICATE_DATA, "이미 배정완료된 회차 입니다.");
+    }
+
+    Long totalDemand = targetUsers.stream().mapToLong(TargetUser::getDemand).sum();
+    if (!Objects.equals(chargeCnt, totalDemand)) {
+      return new ApiResponseDto.ResponseObj(
+          ApiResponseCode.BAD_REQUEST, "총 잔여건수와 요청 값의 합계가 맞지 않습니다.");
+    }
+
+    List<AllocateInfoDto> allIds =
+        labelAllocateCoreService.fetchNextIds(lastId, chargeCnt, compareYyyy, targetYyyy, stage);
+
+    // MapSheetAnalInferenceEntity analUid 가져오기
+    Long analUid =
+        labelAllocateCoreService.findMapSheetAnalInferenceUid(compareYyyy, targetYyyy, stage);
+
+    int index = 0;
+    for (TargetUser target : targetUsers) {
+      int end = index + target.getDemand();
+      List<AllocateInfoDto> sub = allIds.subList(index, end);
+
+      labelAllocateCoreService.assignOwner(sub, target.getUserId(), analUid);
+      index = end;
+    }
+
+    // 검수자에게 userCount명 만큼 할당
+    List<LabelAllocateDto.Basic> list = labelAllocateCoreService.findAssignedLabelerList(analUid);
+
+    for (String inspector : targetInspectors) {
+      labelAllocateCoreService.insertInspector(analUid, inspector);
+    }
+
+    //    int from = 0;
+    //    for (TargetInspector inspector : targetInspectors) {
+    //      int to = Math.min(from + inspector.getUserCount(), list.size());
+    //
+    //      if (from >= to) {
+    //        break;
+    //      }
+    //
+    //      List<UUID> assignmentUids =
+    //          list.subList(from,
+    // to).stream().map(LabelAllocateDto.Basic::getAssignmentUid).toList();
+    //
+    //      labelAllocateCoreService.assignInspectorBulk(assignmentUids,
+    // inspector.getInspectorUid());
+    //
+    //      from = to;
+    //    }
+
+    return new ApiResponseDto.ResponseObj(ApiResponseCode.OK, "배정이 완료되었습니다.");
+  }
+
+  public List<UserList> availUserList(String role) {
+    return labelAllocateCoreService.availUserList(role);
+  }
+
+  /**
+   * 작업자 통계 조회
+   *
+   * @param analUid 분석 ID
+   * @param workerType 작업자 유형 (LABELER/INSPECTOR)
+   * @param search 검색어 (이름 또는 사번)
+   * @param sortType 정렬 조건
+   * @return 작업자 목록 및 통계
+   */
+  public WorkerListResponse getWorkerStatistics(
+      Long analUid, String workerType, String search, String sortType) {
+
+    // 프로젝트 정보 조회 (analUid가 없으면 최신 프로젝트 정보 조회)
+    var projectInfo =
+        analUid != null
+            ? labelAllocateCoreService.findProjectInfo(analUid)
+            : labelAllocateCoreService.findLatestProjectInfo();
+
+    // 작업 진행 현황 조회
+    var progressInfo = labelAllocateCoreService.findWorkProgressInfo(analUid);
+
+    return WorkerListResponse.builder().projectInfo(projectInfo).progressInfo(progressInfo).build();
+  }
+
+  public InferenceDetail findInferenceDetail(String uuid) {
+    return labelAllocateCoreService.findInferenceDetail(uuid);
+  }
+
+  public ApiResponseDto.ResponseObj allocateMove(
+      Integer stage,
+      List<TargetUser> targetUsers,
+      Integer compareYyyy,
+      Integer targetYyyy,
+      String userId) {
+    Long lastId = null;
+
+    Long chargeCnt = targetUsers.stream().mapToLong(TargetUser::getDemand).sum();
+
+    if (chargeCnt <= 0) {
+      return new ApiResponseDto.ResponseObj(ApiResponseCode.BAD_REQUEST, "이관할 데이터를 입력해주세요.");
+    }
+
+    List<Long> allIds =
+        labelAllocateCoreService.fetchNextMoveIds(
+            lastId, chargeCnt, compareYyyy, targetYyyy, stage, userId);
+    int index = 0;
+    for (TargetUser target : targetUsers) {
+      int end = index + target.getDemand();
+      List<Long> sub = allIds.subList(index, end);
+
+      labelAllocateCoreService.assignOwnerMove(sub, target.getUserId());
+      index = end;
+    }
+
+    return new ApiResponseDto.ResponseObj(ApiResponseCode.OK, "이관을 완료하였습니다.");
+  }
+
+  public LabelerDetail findUserDetail(String userId, String uuid, String type) {
+    if (type.equals("LABELER")) {
+      return labelAllocateCoreService.findLabelerDetail(userId, uuid);
+    } else {
+      return labelAllocateCoreService.findInspectorDetail(userId, uuid);
+    }
+  }
+
+  public Page<LabelingStatDto> findDaliyList(
+      LabelAllocateDto.searchReq searchReq, String uuid, String userId, String type) {
+    if (type.equals("LABELER")) {
+      return labelAllocateCoreService.findLabelerDailyStat(searchReq, uuid, userId);
+    } else {
+      return labelAllocateCoreService.findInspectorDailyStat(searchReq, uuid, userId);
+    }
+  }
+}

src/main/java/com/kamco/cd/kamcoback/label/service/LabelWorkService.java

@@ -0,0 +1,58 @@
+package com.kamco.cd.kamcoback.label.service;
+
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.ChangeDetectYear;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMng;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMngDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.WorkerState;
+import com.kamco.cd.kamcoback.postgres.core.LabelWorkCoreService;
+import java.util.List;
+import java.util.UUID;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.domain.Page;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Slf4j
+@Service
+@RequiredArgsConstructor
+@Transactional(rollbackFor = Exception.class)
+public class LabelWorkService {
+
+  private final LabelWorkCoreService labelWorkCoreService;
+
+  /**
+   * 라벨링작업 관리 목록조회
+   *
+   * @param searchReq
+   * @return
+   */
+  public Page<LabelWorkMng> labelWorkMngList(LabelWorkDto.LabelWorkMngSearchReq searchReq) {
+    return labelWorkCoreService.labelWorkMngList(searchReq);
+  }
+
+  /**
+   * 작업배정 정보 조회
+   *
+   * @param uuid
+   * @return
+   */
+  public LabelWorkMngDetail findLabelWorkMngDetail(UUID uuid) {
+    return labelWorkCoreService.findLabelWorkMngDetail(uuid);
+  }
+
+  /**
+   * 변화탐지 셀렉트박스 조회
+   *
+   * @return
+   */
+  public List<ChangeDetectYear> getChangeDetectYear() {
+    return labelWorkCoreService.getChangeDetectYear();
+  }
+
+  public Page<WorkerState> findlabelWorkStateList(LabelWorkDto.WorkerStateSearchReq searchReq) {
+
+    return labelWorkCoreService.findlabelWorkStateList(searchReq);
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/core/LabelAllocateCoreService.java

@@ -0,0 +1,125 @@
+package com.kamco.cd.kamcoback.postgres.core;
+
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.AllocateInfoDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelerDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelingStatDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.UserList;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.searchReq;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.ProjectInfo;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkProgressInfo;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkerStatistics;
+import com.kamco.cd.kamcoback.postgres.entity.LabelingAssignmentEntity;
+import com.kamco.cd.kamcoback.postgres.repository.label.LabelAllocateRepository;
+import java.time.LocalDate;
+import java.util.List;
+import java.util.UUID;
+import lombok.RequiredArgsConstructor;
+import org.springframework.data.domain.Page;
+import org.springframework.stereotype.Service;
+
+@Service
+@RequiredArgsConstructor
+public class LabelAllocateCoreService {
+
+  private final LabelAllocateRepository labelAllocateRepository;
+
+  public List<AllocateInfoDto> fetchNextIds(
+      Long lastId, Long batchSize, Integer compareYyyy, Integer targetYyyy, Integer stage) {
+    return labelAllocateRepository.fetchNextIds(lastId, batchSize, compareYyyy, targetYyyy, stage);
+  }
+
+  public void assignOwner(List<AllocateInfoDto> ids, String userId, Long analUid) {
+    labelAllocateRepository.assignOwner(ids, userId, analUid);
+  }
+
+  public List<LabelAllocateDto.Basic> findAssignedLabelerList(Long analUid) {
+    return labelAllocateRepository.findAssignedLabelerList(analUid).stream()
+        .map(LabelingAssignmentEntity::toDto)
+        .toList();
+  }
+
+  public Long findLabelUnAssignedCnt(Integer stage, Integer compareYyyy, Integer targetYyyy) {
+    return labelAllocateRepository.findLabelUnAssignedCnt(stage, compareYyyy, targetYyyy);
+  }
+
+  public void assignInspector(UUID assignmentUid, String inspectorUid) {
+    labelAllocateRepository.assignInspector(assignmentUid, inspectorUid);
+  }
+
+  public List<UserList> availUserList(String role) {
+    return labelAllocateRepository.availUserList(role);
+  }
+
+  public ProjectInfo findProjectInfo(Long analUid) {
+    return labelAllocateRepository.findProjectInfo(analUid);
+  }
+
+  public ProjectInfo findLatestProjectInfo() {
+    return labelAllocateRepository.findLatestProjectInfo();
+  }
+
+  public List<WorkerStatistics> findWorkerStatistics(
+      Long analUid, String workerType, String search, String sortType) {
+    return labelAllocateRepository.findWorkerStatistics(analUid, workerType, search, sortType);
+  }
+
+  public WorkProgressInfo findWorkProgressInfo(Long analUid) {
+    return labelAllocateRepository.findWorkProgressInfo(analUid);
+  }
+
+  public Long findDailyProcessedCount(
+      String workerId, String workerType, LocalDate date, Long analUid) {
+    return labelAllocateRepository.findDailyProcessedCount(workerId, workerType, date, analUid);
+  }
+
+  public void assignInspectorBulk(List<UUID> assignmentUids, String inspectorUid) {
+    labelAllocateRepository.assignInspectorBulk(assignmentUids, inspectorUid);
+  }
+
+  public InferenceDetail findInferenceDetail(String uuid) {
+    return labelAllocateRepository.findInferenceDetail(uuid);
+  }
+
+  public List<Long> fetchNextMoveIds(
+      Long lastId,
+      Long batchSize,
+      Integer compareYyyy,
+      Integer targetYyyy,
+      Integer stage,
+      String userId) {
+    return labelAllocateRepository.fetchNextMoveIds(
+        lastId, batchSize, compareYyyy, targetYyyy, stage, userId);
+  }
+
+  public void assignOwnerMove(List<Long> sub, String userId) {
+    labelAllocateRepository.assignOwnerMove(sub, userId);
+  }
+
+  public LabelerDetail findLabelerDetail(String userId, String uuid) {
+    return labelAllocateRepository.findLabelerDetail(userId, uuid);
+  }
+
+  public Long findMapSheetAnalInferenceUid(Integer compareYyyy, Integer targetYyyy, Integer stage) {
+    return labelAllocateRepository.findMapSheetAnalInferenceUid(compareYyyy, targetYyyy, stage);
+  }
+
+  public void insertInspector(Long analUid, String inspector) {
+    labelAllocateRepository.insertInspector(analUid, inspector);
+  }
+
+  public Page<LabelingStatDto> findLabelerDailyStat(
+      searchReq searchReq, String uuid, String userId) {
+    return labelAllocateRepository.findLabelerDailyStat(searchReq, uuid, userId);
+  }
+
+  public Page<LabelingStatDto> findInspectorDailyStat(
+      searchReq searchReq, String uuid, String userId) {
+    return labelAllocateRepository.findInspectorDailyStat(searchReq, uuid, userId);
+  }
+
+  public LabelerDetail findInspectorDetail(String userId, String uuid) {
+    return labelAllocateRepository.findInspectorDetail(userId, uuid);
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/core/LabelWorkCoreService.java

@@ -0,0 +1,60 @@
+package com.kamco.cd.kamcoback.postgres.core;
+
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.ChangeDetectYear;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMng;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMngDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.WorkerState;
+import com.kamco.cd.kamcoback.postgres.repository.label.LabelWorkRepository;
+import java.util.List;
+import java.util.UUID;
+import lombok.RequiredArgsConstructor;
+import org.springframework.data.domain.Page;
+import org.springframework.stereotype.Service;
+
+@Service
+@RequiredArgsConstructor
+public class LabelWorkCoreService {
+
+  private final LabelWorkRepository labelWorkRepository;
+
+  /**
+   * 변화탐지 년도 셀렉트박스 조회
+   *
+   * @return
+   */
+  public List<ChangeDetectYear> getChangeDetectYear() {
+    return labelWorkRepository.findChangeDetectYearList().stream()
+        .map(
+            e ->
+                new ChangeDetectYear(
+                    e.getCompareYyyy() + "-" + e.getTargetYyyy(),
+                    e.getCompareYyyy() + "-" + e.getTargetYyyy()))
+        .toList();
+  }
+
+  /**
+   * 라벨링작업 관리 목록 조회
+   *
+   * @param searchReq
+   * @return
+   */
+  public Page<LabelWorkMng> labelWorkMngList(LabelWorkDto.LabelWorkMngSearchReq searchReq) {
+    return labelWorkRepository.labelWorkMngList(searchReq);
+  }
+
+  public Page<WorkerState> findlabelWorkStateList(LabelWorkDto.WorkerStateSearchReq searchReq) {
+    return labelWorkRepository.findlabelWorkStateList(searchReq);
+  }
+  ;
+
+  /**
+   * 작업배정 정보 조회
+   *
+   * @param uuid
+   * @return
+   */
+  public LabelWorkMngDetail findLabelWorkMngDetail(UUID uuid) {
+    return labelWorkRepository.findLabelWorkMngDetail(uuid);
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/core/MapInkxMngCoreService.java

@@ -9,6 +9,7 @@ import com.kamco.cd.kamcoback.postgres.entity.MapInkx5kEntity;
 import com.kamco.cd.kamcoback.postgres.repository.scene.MapInkx50kRepository;
 import com.kamco.cd.kamcoback.postgres.repository.scene.MapInkx5kRepository;
 import com.kamco.cd.kamcoback.scene.dto.MapInkxMngDto;
+import com.kamco.cd.kamcoback.scene.dto.MapInkxMngDto.MapListEntity;
 import com.kamco.cd.kamcoback.scene.dto.MapInkxMngDto.UseInferReq;
 import jakarta.persistence.EntityNotFoundException;
 import jakarta.validation.Valid;
@@ -101,4 +102,11 @@ public class MapInkxMngCoreService {
 
     return getScene5k.toEntity();
   }
+
+  public Page<MapListEntity> getSceneListByPage(
+      CommonUseStatus useInference, String searchVal, MapInkxMngDto.searchReq searchReq) {
+    return mapInkx5kRepository
+        .getSceneListByPage(useInference, searchVal, searchReq)
+        .map(MapInkx5kEntity::toDto);
+  }
 }

src/main/java/com/kamco/cd/kamcoback/postgres/entity/LabelingAssignmentEntity.java

@@ -0,0 +1,70 @@
+package com.kamco.cd.kamcoback.postgres.entity;
+
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto;
+import com.kamco.cd.kamcoback.postgres.CommonDateEntity;
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.Id;
+import jakarta.persistence.Table;
+import java.time.ZonedDateTime;
+import java.util.UUID;
+
+@Entity
+@Table(name = "tb_labeling_assignment")
+public class LabelingAssignmentEntity extends CommonDateEntity {
+
+  @Id
+  @Column(name = "assignment_uid")
+  private UUID assignmentUid;
+
+  @Column(name = "inference_geom_uid")
+  private Long inferenceGeomUid;
+
+  @Column(name = "worker_uid")
+  private String workerUid;
+
+  @Column(name = "inspector_uid")
+  private String inspectorUid;
+
+  @Column(name = "work_state")
+  private String workState;
+
+  @Column(name = "stagnation_yn")
+  private Character stagnationYn;
+
+  @Column(name = "assign_group_id")
+  private String assignGroupId;
+
+  @Column(name = "learn_geom_uid")
+  private Long learnGeomUid;
+
+  @Column(name = "anal_uid")
+  private Long analUid;
+
+  @Column(name = "inspect_state")
+  private String inspectState;
+
+  @Column(name = "work_stat_dttm")
+  private ZonedDateTime workStatDttm;
+
+  @Column(name = "inspect_stat_dttm")
+  private ZonedDateTime inspectStatDttm;
+
+  public LabelAllocateDto.Basic toDto() {
+    return new LabelAllocateDto.Basic(
+        this.assignmentUid,
+        this.inferenceGeomUid,
+        this.workerUid,
+        this.inspectorUid,
+        this.workState,
+        this.stagnationYn,
+        this.assignGroupId,
+        this.learnGeomUid,
+        this.analUid,
+        super.getCreatedDate(),
+        super.getModifiedDate(),
+        this.inspectState,
+        this.workStatDttm,
+        this.inspectStatDttm);
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/entity/LabelingInspectorEntity.java

@@ -0,0 +1,33 @@
+package com.kamco.cd.kamcoback.postgres.entity;
+
+import com.kamco.cd.kamcoback.label.dto.LabelInspectorDto;
+import com.kamco.cd.kamcoback.postgres.CommonDateEntity;
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.Id;
+import jakarta.persistence.Table;
+import java.util.UUID;
+
+@Entity
+@Table(name = "tb_labeling_inspector")
+public class LabelingInspectorEntity extends CommonDateEntity {
+
+  @Id
+  @Column(name = "operator_uid")
+  private UUID operatorUid;
+
+  @Column(name = "anal_uid")
+  private Long analUid;
+
+  @Column(name = "inspector_uid")
+  private String inspectorUid;
+
+  public LabelInspectorDto.Basic toDto() {
+    return new LabelInspectorDto.Basic(
+        this.operatorUid,
+        this.analUid,
+        this.inspectorUid,
+        super.getCreatedDate(),
+        super.getModifiedDate());
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapInkx50kEntity.java

@@ -1,5 +1,6 @@
 package com.kamco.cd.kamcoback.postgres.entity;
 
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheet;
 import com.kamco.cd.kamcoback.postgres.CommonDateEntity;
 import jakarta.persistence.Column;
 import jakarta.persistence.Entity;
@@ -46,4 +47,8 @@ public class MapInkx50kEntity extends CommonDateEntity {
     this.mapidNo = mapidNo;
     this.geom = geom;
   }
+
+  public MapSheet toEntity() {
+    return new MapSheet(mapidcdNo, mapidNm);
+  }
 }

src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapInkx5kEntity.java

@@ -4,6 +4,7 @@ import com.kamco.cd.kamcoback.common.enums.CommonUseStatus;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheet;
 import com.kamco.cd.kamcoback.postgres.CommonDateEntity;
+import com.kamco.cd.kamcoback.scene.dto.MapInkxMngDto.MapListEntity;
 import jakarta.persistence.Column;
 import jakarta.persistence.Entity;
 import jakarta.persistence.EnumType;
@@ -73,4 +74,14 @@ public class MapInkx5kEntity extends CommonDateEntity {
   public InferenceResultDto.MapSheet toEntity() {
     return new MapSheet(mapidcdNo, mapidNm);
   }
+
+  public MapListEntity toDto() {
+    return MapListEntity.builder()
+        .scene5k(this.toEntity())
+        .scene50k(this.mapInkx50k.toEntity())
+        .useInference(useInference)
+        .createdDttm(super.getCreatedDate())
+        .updatedDttm(super.getModifiedDate())
+        .build();
+  }
 }

src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetAnalEntity.java

@@ -103,4 +103,7 @@ public class MapSheetAnalEntity {
   @ColumnDefault("now()")
   @Column(name = "updated_dttm")
   private ZonedDateTime updatedDttm;
+
+  @Column(name = "gukyuin_apply_dttm")
+  private ZonedDateTime gukyuinApplyDttm;
 }

src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetAnalInferenceEntity.java

@@ -0,0 +1,152 @@
+package com.kamco.cd.kamcoback.postgres.entity;
+
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.GeneratedValue;
+import jakarta.persistence.GenerationType;
+import jakarta.persistence.Id;
+import jakarta.persistence.SequenceGenerator;
+import jakarta.persistence.Table;
+import jakarta.validation.constraints.Size;
+import java.time.ZonedDateTime;
+import java.util.List;
+import java.util.Map;
+import java.util.UUID;
+import lombok.Getter;
+import lombok.Setter;
+import org.hibernate.annotations.ColumnDefault;
+import org.hibernate.annotations.JdbcTypeCode;
+import org.hibernate.type.SqlTypes;
+
+@Getter
+@Setter
+@Entity
+@Table(name = "tb_map_sheet_anal_inference")
+public class MapSheetAnalInferenceEntity {
+
+  @Id
+  @GeneratedValue(
+      strategy = GenerationType.SEQUENCE,
+      generator = "tb_map_sheet_anal_inference_id_gen")
+  @SequenceGenerator(
+      name = "tb_map_sheet_anal_inference_id_gen",
+      sequenceName = "tb_map_sheet_anal_inference_uid",
+      allocationSize = 1)
+  @Column(name = "anal_uid", nullable = false)
+  private Long id;
+
+  @Column(name = "compare_yyyy")
+  private Integer compareYyyy;
+
+  @Column(name = "target_yyyy")
+  private Integer targetYyyy;
+
+  @Column(name = "model_uid")
+  private Long modelUid;
+
+  @Size(max = 100)
+  @Column(name = "server_ids", length = 100)
+  private String serverIds;
+
+  @Column(name = "anal_strt_dttm")
+  private ZonedDateTime analStrtDttm;
+
+  @Column(name = "anal_end_dttm")
+  private ZonedDateTime analEndDttm;
+
+  @Column(name = "anal_sec")
+  private Long analSec;
+
+  @Size(max = 20)
+  @Column(name = "anal_state", length = 20)
+  private String analState;
+
+  @Size(max = 20)
+  @Column(name = "gukyuin_used", length = 20)
+  private String gukyuinUsed;
+
+  @Column(name = "accuracy")
+  private Double accuracy;
+
+  @Size(max = 255)
+  @Column(name = "result_url")
+  private String resultUrl;
+
+  @ColumnDefault("now()")
+  @Column(name = "created_dttm")
+  private ZonedDateTime createdDttm;
+
+  @Column(name = "created_uid")
+  private Long createdUid;
+
+  @ColumnDefault("now()")
+  @Column(name = "updated_dttm")
+  private ZonedDateTime updatedDttm;
+
+  @Column(name = "updated_uid")
+  private Long updatedUid;
+
+  @Size(max = 255)
+  @Column(name = "anal_title")
+  private String analTitle;
+
+  @Column(name = "detecting_cnt")
+  private Long detectingCnt;
+
+  @Column(name = "anal_pred_sec")
+  private Long analPredSec;
+
+  @Column(name = "model_ver_uid")
+  private Long modelVerUid;
+
+  @Column(name = "hyper_params")
+  @JdbcTypeCode(SqlTypes.JSON)
+  private Map<String, Object> hyperParams;
+
+  @Column(name = "tranning_rate")
+  private List<Double> tranningRate;
+
+  @Column(name = "validation_rate")
+  private List<Double> validationRate;
+
+  @Column(name = "test_rate", length = Integer.MAX_VALUE)
+  private String testRate;
+
+  @Size(max = 128)
+  @Column(name = "detecting_description", length = 128)
+  private String detectingDescription;
+
+  @Size(max = 12)
+  @Column(name = "base_map_sheet_num", length = 12)
+  private String baseMapSheetNum;
+
+  @ColumnDefault("gen_random_uuid()")
+  @Column(name = "uuid")
+  private UUID uuid;
+
+  @Size(max = 50)
+  @Column(name = "model_m1_ver", length = 50)
+  private String modelM1Ver;
+
+  @Size(max = 50)
+  @Column(name = "model_m2_ver", length = 50)
+  private String modelM2Ver;
+
+  @Size(max = 50)
+  @Column(name = "model_m3_ver", length = 50)
+  private String modelM3Ver;
+
+  @Size(max = 20)
+  @Column(name = "anal_target_type", length = 20)
+  private String analTargetType;
+
+  @Column(name = "gukyuin_apply_dttm")
+  private ZonedDateTime gukyuinApplyDttm;
+
+  @Size(max = 20)
+  @Column(name = "detection_data_option", length = 20)
+  private String detectionDataOption;
+
+  @Column(name = "stage")
+  private Integer stage;
+}

src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetMngHstEntity.java

@@ -3,12 +3,9 @@ package com.kamco.cd.kamcoback.postgres.entity;
 import com.kamco.cd.kamcoback.postgres.CommonDateEntity;
 import jakarta.persistence.Column;
 import jakarta.persistence.Entity;
-import jakarta.persistence.FetchType;
 import jakarta.persistence.GeneratedValue;
 import jakarta.persistence.GenerationType;
 import jakarta.persistence.Id;
-import jakarta.persistence.JoinColumn;
-import jakarta.persistence.ManyToOne;
 import jakarta.persistence.Table;
 import jakarta.validation.constraints.Size;
 import java.time.ZonedDateTime;
@@ -69,10 +66,11 @@ public class MapSheetMngHstEntity extends CommonDateEntity {
   private Integer mngYyyy; // 년도
 
   // JPA 연관관계: MapInkx5k 참조 (PK 기반) 소속도엽번호 1:5k
+  /*
   @ManyToOne(fetch = FetchType.LAZY)
   @JoinColumn(name = "map_sheet_code", referencedColumnName = "fid")
   private MapInkx5kEntity mapInkx5kByCode;
-
+  */
   // TODO 1:5k 관련 정보 추후 제거 필요
   @Column(name = "map_sheet_num")
   private String mapSheetNum; // 도엽번호

src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/InferenceResultRepositoryImpl.java

@@ -5,7 +5,6 @@ import com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceEntity;
 import com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity;
 import com.querydsl.jpa.impl.JPAQueryFactory;
 import jakarta.persistence.EntityManager;
-import jakarta.persistence.PersistenceContext;
 import java.time.ZonedDateTime;
 import java.util.List;
 import lombok.RequiredArgsConstructor;
@@ -16,8 +15,7 @@ import org.springframework.stereotype.Repository;
 public class InferenceResultRepositoryImpl implements InferenceResultRepositoryCustom {
 
   private final JPAQueryFactory queryFactory;
-
+  private final EntityManager em;
-  @PersistenceContext private final EntityManager em;
 
   /** tb_map_sheet_anal_data_inference */
   private final QMapSheetAnalDataInferenceEntity inferenceEntity =
@@ -36,22 +34,28 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
     String sql =
         """
         INSERT INTO tb_map_sheet_anal_inference (
+            stage,
             compare_yyyy,
             target_yyyy,
-            anal_map_sheet,
+            anal_title,
-            stage,
+            detecting_cnt,
-            anal_title
+            created_dttm,
+            updated_dttm
         )
         SELECT
+            r.stage,
             r.input1 AS compare_yyyy,
             r.input2 AS target_yyyy,
-                    r.map_id AS anal_map_sheet,
+            CONCAT(r.stage, '_', r.input1, '_', r.input2) AS anal_title,
-                    r.stage,
+            COUNT(*) AS detecting_cnt,
-                    CONCAT(r.stage ,'_', r.input1 ,'_', r.input2 ,'_', r.map_id) as anal_title
+            now(),
+            now()
         FROM inference_results r
-                GROUP BY r.stage, r.input1, r.input2, r.map_id
+        GROUP BY r.stage, r.input1, r.input2
-        ON CONFLICT (compare_yyyy, target_yyyy, anal_map_sheet, stage)
+        ON CONFLICT (stage, compare_yyyy, target_yyyy)
         DO UPDATE SET
+            detecting_cnt = EXCLUDED.detecting_cnt,
+            anal_title    = EXCLUDED.anal_title,
             updated_dttm  = now()
         """;
 
@@ -72,30 +76,42 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
     String sql =
         """
         INSERT INTO tb_map_sheet_anal_data_inference (
+            anal_uid,
             stage,
             compare_yyyy,
             target_yyyy,
             map_sheet_num,
-            created_dttm,
+            detecting_cnt,
-            updated_dttm,
             file_created_yn,
-            detecting_cnt
+            created_dttm,
+            updated_dttm
         )
         SELECT
+            ai.id AS anal_uid,
             r.stage,
             r.input1 AS compare_yyyy,
             r.input2 AS target_yyyy,
             r.map_id AS map_sheet_num,
-            now()    AS created_dttm,
+            COUNT(*) AS detecting_cnt,
-            now()    AS updated_dttm,
             false AS file_created_yn,
-            count(*) AS detecting_cnt
+            now(),
+            now()
         FROM inference_results r
-        GROUP BY r.stage, r.input1, r.input2, r.map_id
+        JOIN tb_map_sheet_anal_inference ai
+          ON ai.stage = r.stage
+         AND ai.compare_yyyy = r.input1
+         AND ai.target_yyyy  = r.input2
+        GROUP BY
+            ai.id,
+            r.stage,
+            r.input1,
+            r.input2,
+            r.map_id
         ON CONFLICT (stage, compare_yyyy, target_yyyy, map_sheet_num)
         DO UPDATE SET
-            updated_dttm  = now(),
+            anal_uid      = EXCLUDED.anal_uid,
-            detecting_cnt = EXCLUDED.detecting_cnt
+            detecting_cnt = EXCLUDED.detecting_cnt,
+            updated_dttm  = now()
         """;
 
     return em.createNativeQuery(sql).executeUpdate();
@@ -115,16 +131,40 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
     String sql =
         """
           INSERT INTO tb_map_sheet_anal_data_inference_geom (
-            uuid, stage, cd_prob, compare_yyyy, target_yyyy, map_sheet_num,
+            uuid,
-            class_before_cd, class_before_prob, class_after_cd, class_after_prob,
+            stage,
-            geom, area, data_uid, created_dttm, updated_dttm,
+            cd_prob,
-            file_created_yn
+            compare_yyyy,
+            target_yyyy,
+            map_sheet_num,
+            class_before_cd,
+            class_before_prob,
+            class_after_cd,
+            class_after_prob,
+            geom,
+            area,
+            data_uid,
+            file_created_yn,
+            created_dttm,
+            updated_dttm
         )
         SELECT
-            x.uuid, x.stage, x.cd_prob, x.compare_yyyy, x.target_yyyy, x.map_sheet_num,
+            x.uuid,
-            x.class_before_cd, x.class_before_prob, x.class_after_cd, x.class_after_prob,
+            x.stage,
-            x.geom, x.area, x.data_uid, x.created_dttm, x.updated_dttm,
+            x.cd_prob,
-            false AS file_created_yn
+            x.compare_yyyy,
+            x.target_yyyy,
+            x.map_sheet_num,
+            x.class_before_cd,
+            x.class_before_prob,
+            x.class_after_cd,
+            x.class_after_prob,
+            x.geom,
+            x.area,
+            x.data_uid,
+            false,
+            x.created_dttm,
+            x.updated_dttm
         FROM (
             SELECT DISTINCT ON (r.uuid)
                 r.uuid,
@@ -139,7 +179,7 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
                 r.after_probability AS class_after_prob,
                 CASE
                   WHEN r.geometry IS NULL THEN NULL
-                WHEN left(r.geometry, 2) = '01'
+                  WHEN LEFT(r.geometry, 2) = '01'
                     THEN ST_SetSRID(ST_GeomFromWKB(decode(r.geometry, 'hex')), 5186)
                   ELSE ST_GeomFromText(r.geometry, 5186)
                 END AS geom,

src/main/java/com/kamco/cd/kamcoback/postgres/repository/label/LabelAllocateRepository.java

@@ -0,0 +1,8 @@
+package com.kamco.cd.kamcoback.postgres.repository.label;
+
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalDataInferenceGeomEntity;
+import org.springframework.data.jpa.repository.JpaRepository;
+
+public interface LabelAllocateRepository
+    extends JpaRepository<MapSheetAnalDataInferenceGeomEntity, Long>,
+        LabelAllocateRepositoryCustom {}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/label/LabelAllocateRepositoryCustom.java

@@ -0,0 +1,76 @@
+package com.kamco.cd.kamcoback.postgres.repository.label;
+
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.AllocateInfoDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelerDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelingStatDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.UserList;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.ProjectInfo;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkProgressInfo;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkerStatistics;
+import com.kamco.cd.kamcoback.postgres.entity.LabelingAssignmentEntity;
+import java.time.LocalDate;
+import java.util.List;
+import java.util.UUID;
+import org.springframework.data.domain.Page;
+
+public interface LabelAllocateRepositoryCustom {
+
+  List<AllocateInfoDto> fetchNextIds(
+      Long lastId, Long batchSize, Integer compareYyyy, Integer targetYyyy, Integer stage);
+
+  void assignOwner(List<AllocateInfoDto> ids, String userId, Long analUid);
+
+  List<LabelingAssignmentEntity> findAssignedLabelerList(Long analUid);
+
+  Long findLabelUnAssignedCnt(Integer stage, Integer compareYyyy, Integer targetYyyy);
+
+  void assignInspector(UUID assignmentUid, String userId);
+
+  List<UserList> availUserList(String role);
+
+  // 프로젝트 정보 조회
+  ProjectInfo findProjectInfo(Long analUid);
+
+  // 최신 프로젝트 정보 조회 (analUid 없이)
+  ProjectInfo findLatestProjectInfo();
+
+  // 작업자 통계 조회
+  List<WorkerStatistics> findWorkerStatistics(
+      Long analUid, String workerType, String search, String sortType);
+
+  // 작업 진행 현황 조회
+  WorkProgressInfo findWorkProgressInfo(Long analUid);
+
+  // 작업자별 일일 처리량 조회
+  Long findDailyProcessedCount(String workerId, String workerType, LocalDate date, Long analUid);
+
+  void assignInspectorBulk(List<UUID> assignmentUids, String inspectorUid);
+
+  InferenceDetail findInferenceDetail(String uuid);
+
+  List<Long> fetchNextMoveIds(
+      Long lastId,
+      Long batchSize,
+      Integer compareYyyy,
+      Integer targetYyyy,
+      Integer stage,
+      String userId);
+
+  void assignOwnerMove(List<Long> sub, String userId);
+
+  LabelerDetail findLabelerDetail(String userId, String uuid);
+
+  Long findMapSheetAnalInferenceUid(Integer compareYyyy, Integer targetYyyy, Integer stage);
+
+  void insertInspector(Long analUid, String inspector);
+
+  Page<LabelingStatDto> findLabelerDailyStat(
+      LabelAllocateDto.searchReq searchReq, String uuid, String userId);
+
+  Page<LabelingStatDto> findInspectorDailyStat(
+      LabelAllocateDto.searchReq searchReq, String uuid, String userId);
+
+  LabelerDetail findInspectorDetail(String userId, String uuid);
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/label/LabelAllocateRepositoryImpl.java

@@ -0,0 +1,973 @@
+package com.kamco.cd.kamcoback.postgres.repository.label;
+
+import static com.kamco.cd.kamcoback.postgres.entity.QLabelingAssignmentEntity.labelingAssignmentEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QLabelingInspectorEntity.labelingInspectorEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity.mapSheetAnalDataInferenceGeomEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalEntity.mapSheetAnalEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMemberEntity.memberEntity;
+
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.AllocateInfoDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InspectState;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelState;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelerDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelingStatDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.UserList;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.ProjectInfo;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkProgressInfo;
+import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkerStatistics;
+import com.kamco.cd.kamcoback.postgres.entity.LabelingAssignmentEntity;
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalInferenceEntity;
+import com.kamco.cd.kamcoback.postgres.entity.QMemberEntity;
+import com.querydsl.core.types.Expression;
+import com.querydsl.core.types.Projections;
+import com.querydsl.core.types.dsl.BooleanExpression;
+import com.querydsl.core.types.dsl.CaseBuilder;
+import com.querydsl.core.types.dsl.Expressions;
+import com.querydsl.core.types.dsl.NumberExpression;
+import com.querydsl.core.types.dsl.StringExpression;
+import com.querydsl.jpa.impl.JPAQueryFactory;
+import jakarta.persistence.EntityManager;
+import jakarta.persistence.EntityNotFoundException;
+import jakarta.persistence.PersistenceContext;
+import jakarta.transaction.Transactional;
+import java.time.LocalDate;
+import java.time.LocalTime;
+import java.time.ZoneId;
+import java.time.ZonedDateTime;
+import java.util.List;
+import java.util.Objects;
+import java.util.UUID;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.domain.Page;
+import org.springframework.data.domain.PageImpl;
+import org.springframework.data.domain.Pageable;
+import org.springframework.stereotype.Repository;
+
+@Slf4j
+@Repository
+@RequiredArgsConstructor
+public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCustom {
+
+  private final JPAQueryFactory queryFactory;
+
+  @PersistenceContext private EntityManager em;
+
+  @Override
+  public List<AllocateInfoDto> fetchNextIds(
+      Long lastId, Long batchSize, Integer compareYyyy, Integer targetYyyy, Integer stage) {
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                AllocateInfoDto.class,
+                mapSheetAnalDataInferenceGeomEntity.geoUid,
+                mapSheetAnalDataInferenceGeomEntity.mapSheetNum))
+        .from(mapSheetAnalDataInferenceGeomEntity)
+        .where(
+            lastId == null ? null : mapSheetAnalDataInferenceGeomEntity.geoUid.gt(lastId),
+            mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull(),
+            mapSheetAnalDataInferenceGeomEntity.compareYyyy.eq(compareYyyy),
+            mapSheetAnalDataInferenceGeomEntity.targetYyyy.eq(targetYyyy),
+            mapSheetAnalDataInferenceGeomEntity.stage.eq(stage),
+            mapSheetAnalDataInferenceGeomEntity.labelState.isNull())
+        .orderBy(mapSheetAnalDataInferenceGeomEntity.mapSheetNum.asc())
+        .limit(batchSize)
+        .fetch();
+  }
+
+  @Override
+  public void assignOwner(List<AllocateInfoDto> ids, String userId, Long analUid) {
+
+    // analUid로 분석 정보 조회
+    MapSheetAnalInferenceEntity analEntity =
+        queryFactory
+            .selectFrom(mapSheetAnalInferenceEntity)
+            .where(mapSheetAnalInferenceEntity.id.eq(analUid))
+            .fetchOne();
+
+    if (Objects.isNull(analEntity)) {
+      throw new EntityNotFoundException("MapSheetAnalInferenceEntity not found for analUid: ");
+    }
+
+    // data_geom 테이블에 label state 를 ASSIGNED 로 update
+    List<Long> geoUidList =
+        ids.stream().map(AllocateInfoDto::getGeoUid).filter(Objects::nonNull).toList();
+
+    queryFactory
+        .update(mapSheetAnalDataInferenceGeomEntity)
+        .set(mapSheetAnalDataInferenceGeomEntity.labelState, LabelState.ASSIGNED.getId())
+        .set(mapSheetAnalDataInferenceGeomEntity.labelStateDttm, ZonedDateTime.now())
+        .where(mapSheetAnalDataInferenceGeomEntity.geoUid.in(geoUidList))
+        .execute();
+
+    // 라벨러 할당 테이블에 insert
+    String sql =
+        """
+        insert into tb_labeling_assignment
+        (assignment_uid, inference_geom_uid, worker_uid,
+         work_state, assign_group_id, anal_uid)
+        values (?, ?, ?, ?, ?, ?)
+        """;
+
+    for (AllocateInfoDto info : ids) {
+      em.createNativeQuery(sql)
+          .setParameter(1, UUID.randomUUID())
+          .setParameter(2, info.getGeoUid())
+          .setParameter(3, userId)
+          .setParameter(4, LabelState.ASSIGNED.getId())
+          .setParameter(5, info.getMapSheetNum())
+          .setParameter(6, analEntity.getId())
+          .executeUpdate();
+    }
+
+    em.flush();
+    em.clear();
+  }
+
+  @Override
+  public List<LabelingAssignmentEntity> findAssignedLabelerList(Long analUid) {
+    // analUid로 분석 정보 조회
+    MapSheetAnalInferenceEntity analEntity =
+        queryFactory
+            .selectFrom(mapSheetAnalInferenceEntity)
+            .where(mapSheetAnalInferenceEntity.id.eq(analUid))
+            .fetchOne();
+
+    if (Objects.isNull(analEntity)) {
+      throw new EntityNotFoundException("mapSheetAnalInferenceEntity not found for analUid: ");
+    }
+
+    return queryFactory
+        .selectFrom(labelingAssignmentEntity)
+        .where(
+            labelingAssignmentEntity.analUid.eq(analEntity.getId()),
+            labelingAssignmentEntity.workState.eq(LabelState.ASSIGNED.getId()),
+            labelingAssignmentEntity.inspectorUid.isNull())
+        .orderBy(labelingAssignmentEntity.workerUid.asc())
+        .fetch();
+  }
+
+  @Override
+  public Long findLabelUnAssignedCnt(Integer stage, Integer compareYyyy, Integer targetYyyy) {
+
+    return queryFactory
+        .select(mapSheetAnalDataInferenceGeomEntity.geoUid.count())
+        .from(mapSheetAnalDataInferenceGeomEntity)
+        .where(
+            mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull(),
+            mapSheetAnalDataInferenceGeomEntity.compareYyyy.eq(compareYyyy),
+            mapSheetAnalDataInferenceGeomEntity.targetYyyy.eq(targetYyyy),
+            mapSheetAnalDataInferenceGeomEntity.stage.eq(stage),
+            mapSheetAnalDataInferenceGeomEntity.labelState.isNull())
+        .fetchOne();
+  }
+
+  @Override
+  public void assignInspector(UUID assignmentUid, String inspectorUid) {
+    queryFactory
+        .update(labelingAssignmentEntity)
+        .set(labelingAssignmentEntity.inspectorUid, inspectorUid)
+        .where(labelingAssignmentEntity.assignmentUid.eq(assignmentUid))
+        .execute();
+  }
+
+  @Override
+  public List<UserList> availUserList(String role) {
+    return queryFactory
+        .select(
+            Projections.constructor(
+                LabelAllocateDto.UserList.class,
+                memberEntity.userRole,
+                memberEntity.employeeNo,
+                memberEntity.name))
+        .from(memberEntity)
+        .where(
+            memberEntity.userRole.eq(role),
+            memberEntity.status.eq(com.kamco.cd.kamcoback.common.enums.StatusType.ACTIVE.getId()))
+        .orderBy(memberEntity.name.asc())
+        .fetch();
+  }
+
+  @Override
+  public List<WorkerStatistics> findWorkerStatistics(
+      Long analUid, String workerType, String search, String sortType) {
+
+    // 작업자 유형에 따른 필드 선택
+    StringExpression workerIdField =
+        "REVIEWER".equals(workerType)
+            ? labelingAssignmentEntity.inspectorUid
+            : labelingAssignmentEntity.workerUid;
+
+    BooleanExpression workerCondition =
+        "REVIEWER".equals(workerType)
+            ? labelingAssignmentEntity.inspectorUid.isNotNull()
+            : labelingAssignmentEntity.workerUid.isNotNull();
+
+    // 검색 조건 (이름 또는 사번으로 검색)
+    BooleanExpression searchCondition = null;
+    if (search != null && !search.isEmpty()) {
+      searchCondition =
+          memberEntity.name.contains(search).or(memberEntity.employeeNo.contains(search));
+    }
+
+    // 완료, 스킵, 남은 작업 계산
+    NumberExpression<Long> completedSum =
+        new CaseBuilder()
+            .when(labelingAssignmentEntity.workState.eq("DONE"))
+            .then(1L)
+            .otherwise(0L)
+            .sum();
+
+    NumberExpression<Long> skippedSum =
+        new CaseBuilder()
+            .when(labelingAssignmentEntity.workState.eq("SKIP"))
+            .then(1L)
+            .otherwise(0L)
+            .sum();
+
+    NumberExpression<Long> remainingSum =
+        new CaseBuilder()
+            .when(
+                labelingAssignmentEntity
+                    .workState
+                    .notIn("DONE", "SKIP")
+                    .and(labelingAssignmentEntity.workState.isNotNull()))
+            .then(1L)
+            .otherwise(0L)
+            .sum();
+
+    // 기본 통계 조회 쿼리
+    BooleanExpression analUidCondition =
+        analUid != null ? labelingAssignmentEntity.analUid.eq(analUid) : null;
+
+    var baseQuery =
+        queryFactory
+            .select(
+                workerIdField,
+                memberEntity.name,
+                workerIdField.count(),
+                completedSum,
+                skippedSum,
+                remainingSum,
+                labelingAssignmentEntity.stagnationYn.max())
+            .from(labelingAssignmentEntity)
+            .leftJoin(memberEntity)
+            .on(
+                "REVIEWER".equals(workerType)
+                    ? memberEntity.employeeNo.eq(labelingAssignmentEntity.inspectorUid)
+                    : memberEntity.employeeNo.eq(labelingAssignmentEntity.workerUid))
+            .where(analUidCondition, workerCondition, searchCondition)
+            .groupBy(workerIdField, memberEntity.name);
+
+    // 정렬 조건 적용
+    if (sortType != null) {
+      switch (sortType) {
+        case "REMAINING_DESC":
+          baseQuery.orderBy(remainingSum.desc());
+          break;
+        case "REMAINING_ASC":
+          baseQuery.orderBy(remainingSum.asc());
+          break;
+        case "COMPLETED_DESC":
+          baseQuery.orderBy(completedSum.desc());
+          break;
+        case "COMPLETED_ASC":
+          baseQuery.orderBy(completedSum.asc());
+          break;
+        case "NAME_ASC":
+          baseQuery.orderBy(memberEntity.name.asc());
+          break;
+        case "NAME_DESC":
+          baseQuery.orderBy(memberEntity.name.desc());
+          break;
+        default:
+          baseQuery.orderBy(memberEntity.name.asc());
+      }
+    } else {
+      baseQuery.orderBy(memberEntity.name.asc());
+    }
+
+    // 결과를 DTO로 변환
+    return baseQuery.fetch().stream()
+        .map(
+            tuple -> {
+              Character maxStagnationYn = tuple.get(labelingAssignmentEntity.stagnationYn.max());
+              return WorkerStatistics.builder()
+                  .workerId(tuple.get(workerIdField))
+                  .workerName(tuple.get(memberEntity.name))
+                  .workerType(workerType)
+                  .totalAssigned(tuple.get(workerIdField.count()))
+                  .completed(tuple.get(completedSum))
+                  .skipped(tuple.get(skippedSum))
+                  .remaining(tuple.get(remainingSum))
+                  .history(null) // 3일 이력은 Service에서 채움
+                  .isStagnated(maxStagnationYn != null && maxStagnationYn == 'Y')
+                  .build();
+            })
+        .toList();
+  }
+
+  @Override
+  public WorkProgressInfo findWorkProgressInfo(Long analUid) {
+    BooleanExpression analUidCondition =
+        analUid != null ? labelingAssignmentEntity.analUid.eq(analUid) : null;
+
+    // 전체 배정 건수
+    Long totalAssigned =
+        queryFactory
+            .select(labelingAssignmentEntity.count())
+            .from(labelingAssignmentEntity)
+            .where(analUidCondition)
+            .fetchOne();
+
+    // === 라벨링 통계 ===
+    // 라벨링 완료: LABEL_FIN, TEST_ING, DONE (검수 포함)
+    Long labelingCompleted =
+        queryFactory
+            .select(labelingAssignmentEntity.count())
+            .from(labelingAssignmentEntity)
+            .where(
+                analUidCondition,
+                labelingAssignmentEntity.workState.in("LABEL_FIN", "TEST_ING", "DONE"))
+            .fetchOne();
+
+    // 스킵 건수
+    Long skipCount =
+        queryFactory
+            .select(labelingAssignmentEntity.count())
+            .from(labelingAssignmentEntity)
+            .where(analUidCondition, labelingAssignmentEntity.workState.eq("SKIP"))
+            .fetchOne();
+
+    // 투입된 라벨러 수
+    Long labelerCount =
+        queryFactory
+            .select(labelingAssignmentEntity.workerUid.countDistinct())
+            .from(labelingAssignmentEntity)
+            .where(analUidCondition, labelingAssignmentEntity.workerUid.isNotNull())
+            .fetchOne();
+
+    // === 검수 통계 ===
+    // 검수 완료: DONE만
+    Long inspectionCompleted =
+        queryFactory
+            .select(labelingAssignmentEntity.count())
+            .from(labelingAssignmentEntity)
+            .where(analUidCondition, labelingAssignmentEntity.workState.eq("DONE"))
+            .fetchOne();
+
+    // 투입된 검수자 수
+    Long inspectorCount =
+        queryFactory
+            .select(labelingAssignmentEntity.inspectorUid.countDistinct())
+            .from(labelingAssignmentEntity)
+            .where(analUidCondition, labelingAssignmentEntity.inspectorUid.isNotNull())
+            .fetchOne();
+
+    // 남은 작업 건수 계산
+    long total = totalAssigned != null ? totalAssigned : 0L;
+    long labelCompleted = labelingCompleted != null ? labelingCompleted : 0L;
+    long inspectCompleted = inspectionCompleted != null ? inspectionCompleted : 0L;
+    long skipped = skipCount != null ? skipCount : 0L;
+
+    long labelingRemaining = total - labelCompleted - skipped;
+    long inspectionRemaining = total - inspectCompleted - skipped;
+
+    // 진행률 계산
+    double labelingRate = total > 0 ? (double) labelCompleted / total * 100 : 0.0;
+    double inspectionRate = total > 0 ? (double) inspectCompleted / total * 100 : 0.0;
+
+    // 상태 판단
+    String labelingStatus = labelingRemaining > 0 ? "진행중" : "완료";
+    String inspectionStatus = inspectionRemaining > 0 ? "진행중" : "완료";
+
+    return WorkProgressInfo.builder()
+        // 라벨링
+        .labelingProgressRate(labelingRate)
+        .labelingStatus(labelingStatus)
+        .labelingTotalCount(total)
+        .labelingCompletedCount(labelCompleted)
+        .labelingSkipCount(skipped)
+        .labelingRemainingCount(labelingRemaining)
+        .labelerCount(labelerCount != null ? labelerCount : 0L)
+        // 검수
+        .inspectionProgressRate(inspectionRate)
+        .inspectionStatus(inspectionStatus)
+        .inspectionTotalCount(total)
+        .inspectionCompletedCount(inspectCompleted)
+        .inspectionSkipCount(skipped)
+        .inspectionRemainingCount(inspectionRemaining)
+        .inspectorCount(inspectorCount != null ? inspectorCount : 0L)
+        // 레거시 호환 필드 (Deprecated)
+        .progressRate(labelingRate)
+        .totalAssignedCount(total)
+        .completedCount(labelCompleted)
+        .remainingLabelCount(labelingRemaining)
+        .remainingInspectCount(inspectionRemaining)
+        .workStatus(labelingStatus)
+        .build();
+  }
+
+  @Override
+  public Long findDailyProcessedCount(
+      String workerId, String workerType, LocalDate date, Long analUid) {
+
+    // 해당 날짜의 시작과 끝 시간
+    ZonedDateTime startOfDay = date.atStartOfDay(ZoneId.systemDefault());
+    ZonedDateTime endOfDay = date.atTime(LocalTime.MAX).atZone(ZoneId.systemDefault());
+
+    BooleanExpression workerCondition =
+        "REVIEWER".equals(workerType)
+            ? labelingAssignmentEntity.inspectorUid.eq(workerId)
+            : labelingAssignmentEntity.workerUid.eq(workerId);
+
+    BooleanExpression analUidCondition =
+        analUid != null ? labelingAssignmentEntity.analUid.eq(analUid) : null;
+
+    Long count =
+        queryFactory
+            .select(labelingAssignmentEntity.count())
+            .from(labelingAssignmentEntity)
+            .where(
+                analUidCondition,
+                workerCondition,
+                labelingAssignmentEntity.workState.in(
+                    LabelState.DONE.getId(), LabelState.SKIP.getId()),
+                labelingAssignmentEntity.modifiedDate.between(startOfDay, endOfDay))
+            .fetchOne();
+
+    return count != null ? count : 0L;
+  }
+
+  @Override
+  public void assignInspectorBulk(List<UUID> assignmentUids, String inspectorUid) {
+    queryFactory
+        .update(labelingAssignmentEntity)
+        .set(labelingAssignmentEntity.inspectorUid, inspectorUid)
+        .where(labelingAssignmentEntity.assignmentUid.in(assignmentUids))
+        .execute();
+
+    em.clear();
+  }
+
+  @Override
+  public InferenceDetail findInferenceDetail(String uuid) {
+    // analUid로 분석 정보 조회
+    MapSheetAnalInferenceEntity analEntity =
+        queryFactory
+            .selectFrom(mapSheetAnalInferenceEntity)
+            .where(mapSheetAnalInferenceEntity.uuid.eq(UUID.fromString(uuid)))
+            .fetchOne();
+
+    if (Objects.isNull(analEntity)) {
+      throw new EntityNotFoundException("MapSheetAnalInferenceEntity not found for analUid: ");
+    }
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                InferenceDetail.class,
+                mapSheetAnalEntity.analTitle,
+                Expressions.numberTemplate(Integer.class, "{0}", 4),
+                mapSheetAnalEntity.gukyuinApplyDttm,
+                mapSheetAnalEntity.detectingCnt,
+                labelingAssignmentEntity.workerUid.countDistinct(),
+                labelingAssignmentEntity.inspectorUid.countDistinct()))
+        .from(mapSheetAnalEntity)
+        .innerJoin(labelingAssignmentEntity)
+        .on(mapSheetAnalEntity.id.eq(labelingAssignmentEntity.analUid))
+        .where(mapSheetAnalEntity.id.eq(analEntity.getId()))
+        .groupBy(
+            mapSheetAnalEntity.analTitle,
+            mapSheetAnalEntity.gukyuinApplyDttm,
+            mapSheetAnalEntity.detectingCnt)
+        .fetchOne();
+  }
+
+  @Override
+  public List<Long> fetchNextMoveIds(
+      Long lastId,
+      Long batchSize,
+      Integer compareYyyy,
+      Integer targetYyyy,
+      Integer stage,
+      String userId) {
+
+    MapSheetAnalInferenceEntity analEntity =
+        queryFactory
+            .selectFrom(mapSheetAnalInferenceEntity)
+            .where(
+                mapSheetAnalInferenceEntity.compareYyyy.eq(compareYyyy),
+                mapSheetAnalInferenceEntity.targetYyyy.eq(targetYyyy),
+                mapSheetAnalInferenceEntity.stage.eq(stage))
+            .fetchOne();
+
+    if (Objects.isNull(analEntity)) {
+      throw new EntityNotFoundException("MapSheetAnalInferenceEntity not found for analUid: ");
+    }
+
+    return queryFactory
+        .select(labelingAssignmentEntity.inferenceGeomUid)
+        .from(labelingAssignmentEntity)
+        .where(
+            labelingAssignmentEntity.workerUid.eq(userId),
+            labelingAssignmentEntity.workState.eq(LabelState.ASSIGNED.getId()),
+            labelingAssignmentEntity.analUid.eq(analEntity.getId()),
+            lastId == null ? null : labelingAssignmentEntity.inferenceGeomUid.gt(lastId))
+        .orderBy(labelingAssignmentEntity.inferenceGeomUid.asc())
+        .limit(batchSize)
+        .fetch();
+  }
+
+  @Transactional
+  @Override
+  public void assignOwnerMove(List<Long> sub, String userId) {
+    queryFactory
+        .update(labelingAssignmentEntity)
+        .set(labelingAssignmentEntity.workerUid, userId)
+        .where(labelingAssignmentEntity.inferenceGeomUid.in(sub))
+        .execute();
+
+    em.clear();
+  }
+
+  @Override
+  public LabelerDetail findLabelerDetail(String userId, String uuid) {
+    NumberExpression<Long> assignedCnt =
+        new CaseBuilder()
+            .when(labelingAssignmentEntity.workState.eq(LabelState.ASSIGNED.getId()))
+            .then(1L)
+            .otherwise((Long) null)
+            .count();
+
+    NumberExpression<Long> skipCnt =
+        new CaseBuilder()
+            .when(labelingAssignmentEntity.workState.eq(LabelState.SKIP.getId()))
+            .then(1L)
+            .otherwise((Long) null)
+            .count();
+
+    NumberExpression<Long> completeCnt =
+        new CaseBuilder()
+            .when(labelingAssignmentEntity.workState.eq(LabelState.COMPLETE.getId()))
+            .then(1L)
+            .otherwise((Long) null)
+            .count();
+
+    NumberExpression<Double> percent =
+        new CaseBuilder()
+            .when(completeCnt.eq(0L))
+            .then(0.0)
+            .otherwise(
+                Expressions.numberTemplate(
+                    Double.class,
+                    "round({0} / {1}, 2)",
+                    labelingAssignmentEntity.count(),
+                    completeCnt));
+
+    // analUid로 분석 정보 조회
+    MapSheetAnalInferenceEntity analEntity =
+        queryFactory
+            .selectFrom(mapSheetAnalInferenceEntity)
+            .where(mapSheetAnalInferenceEntity.uuid.eq(UUID.fromString(uuid)))
+            .fetchOne();
+
+    if (Objects.isNull(analEntity)) {
+      throw new EntityNotFoundException("MapSheetAnalInferenceEntity not found for analUid: ");
+    }
+
+    QMemberEntity worker = QMemberEntity.memberEntity;
+    QMemberEntity inspector = new QMemberEntity("inspector");
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                LabelerDetail.class,
+                worker.userRole,
+                worker.name,
+                worker.employeeNo,
+                assignedCnt,
+                skipCnt,
+                completeCnt,
+                percent,
+                Expressions.constant(0), // TODO: 순위, 꼭 해야할지?
+                labelingAssignmentEntity.workStatDttm.min(),
+                inspector.name.min()))
+        .from(worker)
+        .innerJoin(labelingAssignmentEntity)
+        .on(
+            worker.employeeNo.eq(labelingAssignmentEntity.workerUid),
+            labelingAssignmentEntity.analUid.eq(analEntity.getId()))
+        .leftJoin(inspector)
+        .on(labelingAssignmentEntity.inspectorUid.eq(inspector.employeeNo))
+        .where(worker.employeeNo.eq(userId))
+        .groupBy(worker.userRole, worker.name, worker.employeeNo)
+        .fetchOne();
+  }
+
+  @Override
+  public Long findMapSheetAnalInferenceUid(Integer compareYyyy, Integer targetYyyy, Integer stage) {
+    return queryFactory
+        .select(mapSheetAnalInferenceEntity.id)
+        .from(mapSheetAnalInferenceEntity)
+        .where(
+            mapSheetAnalInferenceEntity.compareYyyy.eq(compareYyyy),
+            mapSheetAnalInferenceEntity.targetYyyy.eq(targetYyyy),
+            mapSheetAnalInferenceEntity.stage.eq(stage))
+        .fetchOne();
+  }
+
+  @Override
+  public void insertInspector(Long analUid, String inspector) {
+    queryFactory
+        .insert(labelingInspectorEntity)
+        .columns(
+            labelingInspectorEntity.operatorUid,
+            labelingInspectorEntity.analUid,
+            labelingInspectorEntity.inspectorUid)
+        .values(UUID.randomUUID(), analUid, inspector)
+        .execute();
+
+    em.flush();
+    em.clear();
+  }
+
+  @Override
+  public ProjectInfo findProjectInfo(Long analUid) {
+    if (analUid == null) {
+      return null;
+    }
+
+    var result =
+        queryFactory
+            .select(
+                mapSheetAnalInferenceEntity.compareYyyy,
+                mapSheetAnalInferenceEntity.targetYyyy,
+                mapSheetAnalInferenceEntity.stage,
+                mapSheetAnalInferenceEntity.gukyuinApplyDttm,
+                mapSheetAnalInferenceEntity.createdDttm,
+                mapSheetAnalInferenceEntity.uuid)
+            .from(mapSheetAnalInferenceEntity)
+            .where(mapSheetAnalInferenceEntity.id.eq(analUid))
+            .fetchOne();
+
+    if (result == null) {
+      return null;
+    }
+
+    Integer compareYyyy = result.get(mapSheetAnalInferenceEntity.compareYyyy);
+    Integer targetYyyy = result.get(mapSheetAnalInferenceEntity.targetYyyy);
+    Integer stage = result.get(mapSheetAnalInferenceEntity.stage);
+    ZonedDateTime gukyuinApplyDttm = result.get(mapSheetAnalInferenceEntity.gukyuinApplyDttm);
+    ZonedDateTime createdDttm = result.get(mapSheetAnalInferenceEntity.createdDttm);
+    UUID uuid = result.get(mapSheetAnalInferenceEntity.uuid);
+
+    // 변화탐지년도 생성
+    String detectionYear =
+        (compareYyyy != null && targetYyyy != null) ? compareYyyy + "-" + targetYyyy : null;
+
+    // 회차를 stage 컬럼에서 가져옴
+    String round = stage != null ? String.valueOf(stage) : null;
+
+    return ProjectInfo.builder()
+        .detectionYear(detectionYear)
+        .stage(round)
+        .gukyuinApplyDttm(gukyuinApplyDttm)
+        .startDttm(createdDttm)
+        .uuid(uuid != null ? uuid.toString() : null)
+        .build();
+  }
+
+  @Override
+  public ProjectInfo findLatestProjectInfo() {
+    // 최신 target_yyyy를 기준으로 프로젝트 정보 조회
+    var result =
+        queryFactory
+            .select(
+                mapSheetAnalInferenceEntity.compareYyyy,
+                mapSheetAnalInferenceEntity.targetYyyy,
+                mapSheetAnalInferenceEntity.stage,
+                mapSheetAnalInferenceEntity.gukyuinApplyDttm,
+                mapSheetAnalInferenceEntity.createdDttm,
+                mapSheetAnalInferenceEntity.uuid)
+            .from(mapSheetAnalInferenceEntity)
+            .orderBy(
+                mapSheetAnalInferenceEntity.targetYyyy.desc(),
+                mapSheetAnalInferenceEntity.compareYyyy.desc(),
+                mapSheetAnalInferenceEntity.createdDttm.desc())
+            .limit(1)
+            .fetchOne();
+
+    if (result == null) {
+      return null;
+    }
+
+    Integer compareYyyy = result.get(mapSheetAnalInferenceEntity.compareYyyy);
+    Integer targetYyyy = result.get(mapSheetAnalInferenceEntity.targetYyyy);
+    Integer stage = result.get(mapSheetAnalInferenceEntity.stage);
+    ZonedDateTime gukyuinApplyDttm = result.get(mapSheetAnalInferenceEntity.gukyuinApplyDttm);
+    ZonedDateTime createdDttm = result.get(mapSheetAnalInferenceEntity.createdDttm);
+    UUID uuid = result.get(mapSheetAnalInferenceEntity.uuid);
+
+    // 변화탐지년도 생성
+    String detectionYear =
+        (compareYyyy != null && targetYyyy != null) ? compareYyyy + "-" + targetYyyy : null;
+
+    // 회차를 stage 컬럼에서 가져옴
+    String round = stage != null ? String.valueOf(stage) : null;
+
+    return ProjectInfo.builder()
+        .detectionYear(detectionYear)
+        .stage(round)
+        .gukyuinApplyDttm(gukyuinApplyDttm)
+        .startDttm(createdDttm)
+        .uuid(uuid != null ? uuid.toString() : null)
+        .build();
+  }
+
+  @Override
+  public Page<LabelingStatDto> findLabelerDailyStat(
+      LabelAllocateDto.searchReq searchReq, String uuid, String userId) {
+    // 날짜 포맷
+    Expression<String> workDate =
+        Expressions.stringTemplate(
+            "TO_CHAR({0}, 'YYYY-MM-DD')", labelingAssignmentEntity.workStatDttm);
+
+    // 날짜별 전체 건수
+    Expression<Long> dailyTotalCnt = Expressions.numberTemplate(Long.class, "COUNT(*)");
+
+    // ⭐ 전체 기간 총 건수 (윈도우 함수)
+    Expression<Long> totalCnt = Expressions.numberTemplate(Long.class, "SUM(COUNT(*)) OVER ()");
+
+    // 상태별 카운트 (Postgres FILTER 사용)
+    Expression<Long> assignedCnt =
+        Expressions.numberTemplate(
+            Long.class,
+            "COUNT(*) FILTER (WHERE {0} = 'ASSIGNED')",
+            labelingAssignmentEntity.workState);
+
+    Expression<Long> skipCnt =
+        Expressions.numberTemplate(
+            Long.class, "COUNT(*) FILTER (WHERE {0} = 'SKIP')", labelingAssignmentEntity.workState);
+
+    Expression<Long> completeCnt =
+        Expressions.numberTemplate(
+            Long.class,
+            "COUNT(*) FILTER (WHERE {0} = 'COMPLETE')",
+            labelingAssignmentEntity.workState);
+
+    Expression<Long> remainCnt =
+        Expressions.numberTemplate(Long.class, "({0} - {1} - {2})", totalCnt, skipCnt, completeCnt);
+
+    // analUid로 분석 정보 조회
+    MapSheetAnalInferenceEntity analEntity =
+        queryFactory
+            .selectFrom(mapSheetAnalInferenceEntity)
+            .where(mapSheetAnalInferenceEntity.uuid.eq(UUID.fromString(uuid)))
+            .fetchOne();
+
+    if (Objects.isNull(analEntity)) {
+      throw new EntityNotFoundException("MapSheetAnalInferenceEntity not found for analUid: ");
+    }
+
+    Pageable pageable = searchReq.toPageable();
+    List<LabelingStatDto> foundContent =
+        queryFactory
+            .select(
+                Projections.constructor(
+                    LabelingStatDto.class,
+                    workDate,
+                    dailyTotalCnt,
+                    totalCnt, // ⭐ 전체 일자 배정 건수
+                    assignedCnt,
+                    skipCnt,
+                    completeCnt,
+                    remainCnt))
+            .from(labelingAssignmentEntity)
+            .where(
+                labelingAssignmentEntity.workerUid.eq(userId),
+                labelingAssignmentEntity.analUid.eq(analEntity.getId()))
+            .groupBy(workDate)
+            .orderBy(labelingAssignmentEntity.workStatDttm.min().asc())
+            .offset(pageable.getOffset())
+            .limit(pageable.getPageSize())
+            .fetch();
+
+    Long countQuery =
+        queryFactory
+            .select(workDate)
+            .from(labelingAssignmentEntity)
+            .where(
+                labelingAssignmentEntity.workerUid.eq(userId),
+                labelingAssignmentEntity.analUid.eq(analEntity.getId()))
+            .distinct()
+            .fetch()
+            .stream()
+            .count();
+
+    return new PageImpl<>(foundContent, pageable, countQuery);
+  }
+
+  @Override
+  public Page<LabelingStatDto> findInspectorDailyStat(
+      LabelAllocateDto.searchReq searchReq, String uuid, String userId) {
+    // 날짜 포맷
+    Expression<String> workDate =
+        Expressions.stringTemplate(
+            "TO_CHAR({0}, 'YYYY-MM-DD')", labelingAssignmentEntity.inspectStatDttm);
+
+    // 날짜별 전체 건수
+    Expression<Long> dailyTotalCnt = Expressions.numberTemplate(Long.class, "COUNT(*)");
+
+    // ⭐ 전체 기간 총 건수 (윈도우 함수)
+    Expression<Long> totalCnt = Expressions.numberTemplate(Long.class, "SUM(COUNT(*)) OVER ()");
+
+    // 상태별 카운트 (Postgres FILTER 사용)
+    Expression<Long> assignedCnt =
+        Expressions.numberTemplate(
+            Long.class,
+            "COUNT(*) FILTER (WHERE {0} = 'UNCONFIRM')",
+            labelingAssignmentEntity.inspectState);
+
+    Expression<Long> skipCnt =
+        Expressions.numberTemplate(
+            Long.class,
+            "COUNT(*) FILTER (WHERE {0} = 'EXCEPT')",
+            labelingAssignmentEntity.inspectState);
+
+    Expression<Long> completeCnt =
+        Expressions.numberTemplate(
+            Long.class,
+            "COUNT(*) FILTER (WHERE {0} = 'COMPLETE')",
+            labelingAssignmentEntity.inspectState);
+
+    Expression<Long> remainCnt =
+        Expressions.numberTemplate(Long.class, "({0} - {1} - {2})", totalCnt, skipCnt, completeCnt);
+
+    // analUid로 분석 정보 조회
+    MapSheetAnalInferenceEntity analEntity =
+        queryFactory
+            .selectFrom(mapSheetAnalInferenceEntity)
+            .where(mapSheetAnalInferenceEntity.uuid.eq(UUID.fromString(uuid)))
+            .fetchOne();
+
+    if (Objects.isNull(analEntity)) {
+      throw new EntityNotFoundException("MapSheetAnalInferenceEntity not found for analUid: ");
+    }
+
+    Pageable pageable = searchReq.toPageable();
+    List<LabelingStatDto> foundContent =
+        queryFactory
+            .select(
+                Projections.constructor(
+                    LabelingStatDto.class,
+                    workDate,
+                    dailyTotalCnt,
+                    totalCnt, // ⭐ 전체 일자 배정 건수
+                    assignedCnt,
+                    skipCnt,
+                    completeCnt,
+                    remainCnt))
+            .from(labelingAssignmentEntity)
+            .where(
+                labelingAssignmentEntity.inspectorUid.eq(userId),
+                labelingAssignmentEntity.analUid.eq(analEntity.getId()))
+            .groupBy(workDate)
+            .orderBy(labelingAssignmentEntity.inspectStatDttm.min().asc())
+            .offset(pageable.getOffset())
+            .limit(pageable.getPageSize())
+            .fetch();
+
+    Long countQuery =
+        queryFactory
+            .select(workDate)
+            .from(labelingAssignmentEntity)
+            .where(
+                labelingAssignmentEntity.inspectorUid.eq(userId),
+                labelingAssignmentEntity.analUid.eq(analEntity.getId()))
+            .distinct()
+            .fetch()
+            .stream()
+            .count();
+
+    return new PageImpl<>(foundContent, pageable, countQuery);
+  }
+
+  @Override
+  public LabelerDetail findInspectorDetail(String userId, String uuid) {
+    NumberExpression<Long> assignedCnt =
+        new CaseBuilder()
+            .when(labelingAssignmentEntity.inspectState.eq(InspectState.UNCONFIRM.getId()))
+            .then(1L)
+            .otherwise((Long) null)
+            .count();
+
+    NumberExpression<Long> skipCnt =
+        new CaseBuilder()
+            .when(labelingAssignmentEntity.inspectState.eq(InspectState.EXCEPT.getId()))
+            .then(1L)
+            .otherwise((Long) null)
+            .count();
+
+    NumberExpression<Long> completeCnt =
+        new CaseBuilder()
+            .when(labelingAssignmentEntity.inspectState.eq(InspectState.COMPLETE.getId()))
+            .then(1L)
+            .otherwise((Long) null)
+            .count();
+
+    NumberExpression<Double> percent =
+        new CaseBuilder()
+            .when(completeCnt.eq(0L))
+            .then(0.0)
+            .otherwise(
+                Expressions.numberTemplate(
+                    Double.class,
+                    "round({0} / {1}, 2)",
+                    labelingAssignmentEntity.count(),
+                    completeCnt));
+
+    // analUid로 분석 정보 조회
+    MapSheetAnalInferenceEntity analEntity =
+        queryFactory
+            .selectFrom(mapSheetAnalInferenceEntity)
+            .where(mapSheetAnalInferenceEntity.uuid.eq(UUID.fromString(uuid)))
+            .fetchOne();
+
+    if (Objects.isNull(analEntity)) {
+      throw new EntityNotFoundException("MapSheetAnalInferenceEntity not found for analUid: ");
+    }
+
+    QMemberEntity inspector = QMemberEntity.memberEntity;
+    QMemberEntity worker = new QMemberEntity("worker");
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                LabelerDetail.class,
+                inspector.userRole,
+                inspector.name,
+                inspector.employeeNo,
+                assignedCnt,
+                skipCnt,
+                completeCnt,
+                percent,
+                Expressions.constant(0), // TODO: 순위, 꼭 해야할지?
+                labelingAssignmentEntity.inspectStatDttm.min(),
+                worker.name.min()))
+        .from(inspector)
+        .innerJoin(labelingAssignmentEntity)
+        .on(
+            inspector.employeeNo.eq(labelingAssignmentEntity.inspectorUid),
+            labelingAssignmentEntity.analUid.eq(analEntity.getId()))
+        .leftJoin(worker)
+        .on(labelingAssignmentEntity.workerUid.eq(worker.employeeNo))
+        .where(inspector.employeeNo.eq(userId))
+        .groupBy(inspector.userRole, inspector.name, inspector.employeeNo)
+        .fetchOne();
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/label/LabelWorkRepository.java

@@ -0,0 +1,7 @@
+package com.kamco.cd.kamcoback.postgres.repository.label;
+
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalDataInferenceGeomEntity;
+import org.springframework.data.jpa.repository.JpaRepository;
+
+public interface LabelWorkRepository
+    extends JpaRepository<MapSheetAnalDataInferenceGeomEntity, Long>, LabelWorkRepositoryCustom {}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/label/LabelWorkRepositoryCustom.java

@@ -0,0 +1,21 @@
+package com.kamco.cd.kamcoback.postgres.repository.label;
+
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMng;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMngDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.WorkerState;
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalInferenceEntity;
+import java.util.List;
+import java.util.UUID;
+import org.springframework.data.domain.Page;
+
+public interface LabelWorkRepositoryCustom {
+
+  List<MapSheetAnalInferenceEntity> findChangeDetectYearList();
+
+  public Page<LabelWorkMng> labelWorkMngList(LabelWorkDto.LabelWorkMngSearchReq searchReq);
+
+  LabelWorkMngDetail findLabelWorkMngDetail(UUID uuid);
+
+  Page<WorkerState> findlabelWorkStateList(LabelWorkDto.WorkerStateSearchReq searchReq);
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/label/LabelWorkRepositoryImpl.java

@@ -0,0 +1,370 @@
+package com.kamco.cd.kamcoback.postgres.repository.label;
+
+import static com.kamco.cd.kamcoback.postgres.entity.QLabelingAssignmentEntity.labelingAssignmentEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceEntity.mapSheetAnalDataInferenceEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity.mapSheetAnalDataInferenceGeomEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMemberEntity.memberEntity;
+
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMng;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.LabelWorkMngDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelWorkDto.WorkerState;
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalDataGeomEntity;
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalInferenceEntity;
+import com.querydsl.core.BooleanBuilder;
+import com.querydsl.core.types.Projections;
+import com.querydsl.core.types.dsl.CaseBuilder;
+import com.querydsl.core.types.dsl.Expressions;
+import com.querydsl.core.types.dsl.NumberExpression;
+import com.querydsl.core.types.dsl.StringExpression;
+import com.querydsl.jpa.JPAExpressions;
+import com.querydsl.jpa.impl.JPAQueryFactory;
+import jakarta.persistence.EntityManager;
+import jakarta.persistence.PersistenceContext;
+import java.time.LocalDate;
+import java.time.format.DateTimeFormatter;
+import java.util.List;
+import java.util.UUID;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.StringUtils;
+import org.springframework.data.domain.Page;
+import org.springframework.data.domain.PageImpl;
+import org.springframework.data.domain.PageRequest;
+import org.springframework.data.domain.Pageable;
+import org.springframework.data.jpa.repository.support.QuerydslRepositorySupport;
+import org.springframework.stereotype.Repository;
+
+@Slf4j
+@Repository
+public class LabelWorkRepositoryImpl extends QuerydslRepositorySupport
+    implements LabelWorkRepositoryCustom {
+
+  private final JPAQueryFactory queryFactory;
+  private final StringExpression NULL_STRING = Expressions.stringTemplate("cast(null as text)");
+
+  @PersistenceContext private EntityManager em;
+
+  public LabelWorkRepositoryImpl(JPAQueryFactory queryFactory) {
+    super(MapSheetAnalDataGeomEntity.class);
+    this.queryFactory = queryFactory;
+  }
+
+  /**
+   * 변화탐지 년도 셀렉트박스 조회
+   *
+   * @return
+   */
+  @Override
+  public List<MapSheetAnalInferenceEntity> findChangeDetectYearList() {
+    return queryFactory
+        .selectFrom(mapSheetAnalInferenceEntity)
+        .where(
+            mapSheetAnalInferenceEntity.id.in(
+                JPAExpressions.select(mapSheetAnalInferenceEntity.id.min())
+                    .from(mapSheetAnalInferenceEntity)
+                    .groupBy(
+                        mapSheetAnalInferenceEntity.compareYyyy,
+                        mapSheetAnalInferenceEntity.targetYyyy)))
+        .orderBy(
+            mapSheetAnalInferenceEntity.compareYyyy.asc(),
+            mapSheetAnalInferenceEntity.targetYyyy.asc())
+        .fetch();
+  }
+
+  /**
+   * 라벨링 작업관리 목록 조회
+   *
+   * @param searchReq
+   * @return
+   */
+  @Override
+  public Page<LabelWorkMng> labelWorkMngList(LabelWorkDto.LabelWorkMngSearchReq searchReq) {
+
+    Pageable pageable = PageRequest.of(searchReq.getPage(), searchReq.getSize());
+    BooleanBuilder whereBuilder = new BooleanBuilder();
+    BooleanBuilder whereSubDataBuilder = new BooleanBuilder();
+    BooleanBuilder whereSubBuilder = new BooleanBuilder();
+
+    if (StringUtils.isNotBlank(searchReq.getDetectYear())) {
+      String[] years = searchReq.getDetectYear().split("-");
+
+      if (years.length == 2) {
+        Integer compareYear = Integer.valueOf(years[0]);
+        Integer targetYear = Integer.valueOf(years[1]);
+
+        whereBuilder.and(
+            mapSheetAnalDataInferenceEntity
+                .compareYyyy
+                .eq(compareYear)
+                .and(mapSheetAnalDataInferenceEntity.targetYyyy.eq(targetYear)));
+      }
+    }
+
+    whereSubDataBuilder.and(
+        mapSheetAnalInferenceEntity.id.eq(mapSheetAnalDataInferenceEntity.analUid));
+
+    whereSubBuilder.and(
+        mapSheetAnalDataInferenceGeomEntity.dataUid.eq(mapSheetAnalDataInferenceEntity.id));
+
+    if (searchReq.getStrtDttm() != null
+        && !searchReq.getStrtDttm().isEmpty()
+        && searchReq.getEndDttm() != null
+        && !searchReq.getEndDttm().isEmpty()) {
+      whereSubBuilder.and(
+          Expressions.stringTemplate(
+                  "to_char({0}, 'YYYYMMDD')", mapSheetAnalDataInferenceGeomEntity.labelStateDttm)
+              .between(searchReq.getStrtDttm(), searchReq.getEndDttm()));
+    }
+
+    List<LabelWorkMng> foundContent =
+        queryFactory
+            .select(
+                Projections.constructor(
+                    LabelWorkMng.class,
+                    mapSheetAnalInferenceEntity.uuid,
+                    mapSheetAnalInferenceEntity.compareYyyy,
+                    mapSheetAnalInferenceEntity.targetYyyy,
+                    mapSheetAnalInferenceEntity.stage,
+                    mapSheetAnalDataInferenceEntity.createdDttm.min(),
+                    mapSheetAnalDataInferenceGeomEntity.dataUid.count(),
+                    new CaseBuilder()
+                        .when(
+                            mapSheetAnalDataInferenceGeomEntity
+                                .pnu
+                                .isNotNull()
+                                .and(mapSheetAnalDataInferenceGeomEntity.pnu.ne(0L)))
+                        .then(1L)
+                        .otherwise(0L)
+                        .sum(),
+                    new CaseBuilder()
+                        .when(mapSheetAnalDataInferenceGeomEntity.labelState.eq("ASSIGNED"))
+                        .then(1L)
+                        .otherwise(0L)
+                        .sum(),
+                    new CaseBuilder()
+                        .when(mapSheetAnalDataInferenceGeomEntity.labelState.eq("STOP"))
+                        .then(1L)
+                        .otherwise(0L)
+                        .sum(),
+                    new CaseBuilder()
+                        .when(mapSheetAnalDataInferenceGeomEntity.labelState.eq("LABEL_ING"))
+                        .then(1L)
+                        .otherwise(0L)
+                        .sum(),
+                    new CaseBuilder()
+                        .when(mapSheetAnalDataInferenceGeomEntity.labelState.eq("LABEL_COMPLETE"))
+                        .then(1L)
+                        .otherwise(0L)
+                        .sum(),
+                    mapSheetAnalDataInferenceGeomEntity.labelStateDttm.min()))
+            .from(mapSheetAnalInferenceEntity)
+            .innerJoin(mapSheetAnalDataInferenceEntity)
+            .on(whereSubDataBuilder)
+            .innerJoin(mapSheetAnalDataInferenceGeomEntity)
+            .on(whereSubBuilder)
+            .where(whereBuilder)
+            .groupBy(
+                mapSheetAnalInferenceEntity.uuid,
+                mapSheetAnalInferenceEntity.compareYyyy,
+                mapSheetAnalInferenceEntity.targetYyyy,
+                mapSheetAnalInferenceEntity.stage)
+            .orderBy(
+                mapSheetAnalInferenceEntity.targetYyyy.desc(),
+                mapSheetAnalInferenceEntity.compareYyyy.desc(),
+                mapSheetAnalInferenceEntity.stage.desc())
+            .offset(pageable.getOffset())
+            .limit(pageable.getPageSize())
+            .fetch();
+
+    /*
+    Long countQuery =
+      queryFactory
+        .select(mapSheetAnalDataInferenceEntity.count())
+        .from(mapSheetAnalDataInferenceEntity)
+        .leftJoin(mapSheetAnalDataInferenceGeomEntity)
+        .on(whereSubBuilder)
+        .where(whereBuilder)
+        .groupBy(
+          mapSheetAnalDataInferenceEntity.compareYyyy,
+          mapSheetAnalDataInferenceEntity.targetYyyy,
+          mapSheetAnalDataInferenceEntity.stage
+        )
+        .fetchOne();
+
+     */
+
+    Long total =
+        queryFactory
+            .select(mapSheetAnalInferenceEntity.uuid.countDistinct())
+            .from(mapSheetAnalInferenceEntity)
+            .innerJoin(mapSheetAnalDataInferenceEntity)
+            .on(whereSubDataBuilder)
+            .innerJoin(mapSheetAnalDataInferenceGeomEntity)
+            .on(whereSubBuilder)
+            .where(whereBuilder)
+            .fetchOne();
+
+    return new PageImpl<>(foundContent, pageable, total);
+  }
+
+  @Override
+  public Page<WorkerState> findlabelWorkStateList(LabelWorkDto.WorkerStateSearchReq searchReq) {
+    Pageable pageable = PageRequest.of(searchReq.getPage(), searchReq.getSize());
+    BooleanBuilder whereBuilder = new BooleanBuilder();
+    BooleanBuilder whereSubBuilder = new BooleanBuilder();
+
+    LocalDate threeDaysAgo = LocalDate.now().minusDays(3);
+    String s3 = threeDaysAgo.format(DateTimeFormatter.ofPattern("YYYY-MM-DD"));
+
+    LocalDate twoDaysAgo = LocalDate.now().minusDays(2);
+    String s2 = twoDaysAgo.format(DateTimeFormatter.ofPattern("YYYY-MM-DD"));
+
+    LocalDate oneDaysAgo = LocalDate.now().minusDays(1);
+    String s1 = oneDaysAgo.format(DateTimeFormatter.ofPattern("YYYY-MM-DD"));
+
+    if (searchReq.getUserRole() != null && !searchReq.getUserRole().isEmpty()) {
+      whereSubBuilder.and(memberEntity.userRole.eq(searchReq.getUserRole()));
+    }
+
+    if (searchReq.getSearchVal() != null && !searchReq.getSearchVal().isEmpty()) {
+      whereSubBuilder.and(
+          Expressions.stringTemplate("{0}", memberEntity.userId)
+              .likeIgnoreCase("%" + searchReq.getSearchVal() + "%")
+              .or(
+                  Expressions.stringTemplate("{0}", memberEntity.name)
+                      .likeIgnoreCase("%" + searchReq.getSearchVal() + "%")));
+    }
+
+    whereSubBuilder.and(labelingAssignmentEntity.workerUid.eq(memberEntity.userId));
+
+    List<WorkerState> foundContent =
+        queryFactory
+            .select(
+                Projections.constructor(
+                    WorkerState.class,
+                    memberEntity.userRole,
+                    memberEntity.name,
+                    memberEntity.userId,
+                    labelingAssignmentEntity.workerUid.count().as("assignedCnt"),
+                    new CaseBuilder()
+                        .when(labelingAssignmentEntity.workState.eq("DONE"))
+                        .then(1L)
+                        .otherwise(0L)
+                        .sum()
+                        .as("doneCnt"),
+                    new CaseBuilder()
+                        .when(labelingAssignmentEntity.workState.eq("SKIP"))
+                        .then(1L)
+                        .otherwise(0L)
+                        .sum()
+                        .as("skipCnt"),
+                    new CaseBuilder()
+                        .when(
+                            labelingAssignmentEntity
+                                .workState
+                                .eq("DONE")
+                                .and(
+                                    Expressions.stringTemplate(
+                                            "to_char({0}, 'YYYY-MM-DD')",
+                                            labelingAssignmentEntity.modifiedDate)
+                                        .eq(s3)))
+                        .then(1L)
+                        .otherwise(0L)
+                        .sum()
+                        .as("day3AgoDoneCnt"),
+                    new CaseBuilder()
+                        .when(
+                            labelingAssignmentEntity
+                                .workState
+                                .eq("DONE")
+                                .and(
+                                    Expressions.stringTemplate(
+                                            "to_char({0}, 'YYYY-MM-DD')",
+                                            labelingAssignmentEntity.modifiedDate)
+                                        .eq(s2)))
+                        .then(1L)
+                        .otherwise(0L)
+                        .sum()
+                        .as("day2AgoDoneCnt"),
+                    new CaseBuilder()
+                        .when(
+                            labelingAssignmentEntity
+                                .workState
+                                .eq("DONE")
+                                .and(
+                                    Expressions.stringTemplate(
+                                            "to_char({0}, 'YYYY-MM-DD')",
+                                            labelingAssignmentEntity.modifiedDate)
+                                        .eq(s1)))
+                        .then(1L)
+                        .otherwise(0L)
+                        .sum()
+                        .as("day1AgoDoneCnt")))
+            .from(labelingAssignmentEntity)
+            .innerJoin(memberEntity)
+            .on(whereSubBuilder)
+            .where(whereBuilder)
+            .groupBy(memberEntity.userRole, memberEntity.name, memberEntity.userId)
+            .offset(pageable.getOffset())
+            .limit(pageable.getPageSize())
+            .fetch();
+
+    Long countQuery =
+        queryFactory
+            .select(labelingAssignmentEntity.workerUid.countDistinct())
+            .from(labelingAssignmentEntity)
+            .innerJoin(memberEntity)
+            .on(whereSubBuilder)
+            .where(whereBuilder)
+            // .groupBy(memberEntity.userRole, memberEntity.name, memberEntity.userId)
+            .fetchOne();
+
+    return new PageImpl<>(foundContent, pageable, countQuery);
+  }
+
+  /**
+   * 작업배정 상세조회
+   *
+   * @param uuid
+   * @return
+   */
+  @Override
+  public LabelWorkMngDetail findLabelWorkMngDetail(UUID uuid) {
+
+    NumberExpression<Long> labelTotCnt = mapSheetAnalDataInferenceGeomEntity.geoUid.count();
+    NumberExpression<Long> labelerCnt = labelingAssignmentEntity.workerUid.count();
+    NumberExpression<Long> reviewerCnt = labelingAssignmentEntity.inspectorUid.count();
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                LabelWorkMngDetail.class,
+                mapSheetAnalInferenceEntity
+                    .compareYyyy
+                    .stringValue()
+                    .concat("-")
+                    .concat(mapSheetAnalInferenceEntity.targetYyyy.stringValue()),
+                mapSheetAnalInferenceEntity.stage,
+                mapSheetAnalInferenceEntity.createdDttm,
+                labelTotCnt,
+                labelerCnt,
+                reviewerCnt))
+        .from(mapSheetAnalInferenceEntity)
+        .leftJoin(mapSheetAnalDataInferenceEntity)
+        .on(mapSheetAnalInferenceEntity.id.eq(mapSheetAnalDataInferenceEntity.analUid))
+        .leftJoin(mapSheetAnalDataInferenceGeomEntity)
+        .on(mapSheetAnalDataInferenceEntity.id.eq(mapSheetAnalDataInferenceGeomEntity.dataUid))
+        .leftJoin(labelingAssignmentEntity)
+        .on(
+            mapSheetAnalDataInferenceGeomEntity.geoUid.eq(
+                labelingAssignmentEntity.inferenceGeomUid))
+        .where(mapSheetAnalInferenceEntity.uuid.eq(uuid))
+        .groupBy(
+            mapSheetAnalInferenceEntity.compareYyyy,
+            mapSheetAnalInferenceEntity.targetYyyy,
+            mapSheetAnalInferenceEntity.stage,
+            mapSheetAnalInferenceEntity.createdDttm)
+        .fetchOne();
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/mapsheet/MapSheetMngFileCheckerRepositoryImpl.java

@@ -8,7 +8,6 @@ import com.kamco.cd.kamcoback.postgres.entity.MapSheetMngHstEntity;
 import com.querydsl.core.BooleanBuilder;
 import com.querydsl.core.types.Projections;
 import com.querydsl.core.types.dsl.Expressions;
-import com.querydsl.core.types.dsl.NumberExpression;
 import com.querydsl.core.types.dsl.StringExpression;
 import com.querydsl.jpa.impl.JPAQueryFactory;
 import jakarta.validation.Valid;
@@ -76,8 +75,11 @@ public class MapSheetMngFileCheckerRepositoryImpl extends QuerydslRepositorySupp
     return new PageImpl<>(foundContent, pageable, countQuery);
   }
 
+  /*
   private NumberExpression<Integer> rowNum() {
     return Expressions.numberTemplate(
         Integer.class, "row_number() over(order by {0} desc)", mapSheetMngHstEntity.createdDate);
   }
+
+   */
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/mapsheet/MapSheetMngRepositoryImpl.java

@@ -1,6 +1,5 @@
 package com.kamco.cd.kamcoback.postgres.repository.mapsheet;
 
-import static com.kamco.cd.kamcoback.postgres.entity.QMapInkx50kEntity.mapInkx50kEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapInkx5kEntity.mapInkx5kEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetMngEntity.mapSheetMngEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetMngFileEntity.mapSheetMngFileEntity;
@@ -394,9 +393,8 @@ public class MapSheetMngRepositoryImpl extends QuerydslRepositorySupport
         queryFactory
             .select(mapSheetMngHstEntity.hstUid.count())
             .from(mapSheetMngHstEntity)
-            .innerJoin(mapInkx5kEntity, mapSheetMngHstEntity.mapInkx5kByCode)
+            .innerJoin(mapInkx5kEntity)
-            .fetchJoin()
+            .on(mapSheetMngHstEntity.mapSheetNum.eq(mapInkx5kEntity.mapidcdNo))
-            .leftJoin(mapInkx5kEntity.mapInkx50k, mapInkx50kEntity)
             .where(whereBuilder)
             .fetchOne();
 

src/main/java/com/kamco/cd/kamcoback/postgres/repository/scene/MapInkx5kRepositoryCustom.java

@@ -4,6 +4,7 @@ import com.kamco.cd.kamcoback.common.enums.CommonUseStatus;
 import com.kamco.cd.kamcoback.postgres.entity.MapInkx5kEntity;
 import com.kamco.cd.kamcoback.scene.dto.MapInkxMngDto;
 import com.kamco.cd.kamcoback.scene.dto.MapInkxMngDto.MapList;
+import com.kamco.cd.kamcoback.scene.dto.MapInkxMngDto.searchReq;
 import java.util.List;
 import java.util.Optional;
 import org.springframework.data.domain.Page;
@@ -18,4 +19,7 @@ public interface MapInkx5kRepositoryCustom {
   Long findByMapidCdNoExists(String mapidcdNo);
 
   Optional<MapInkx5kEntity> findByMapidCdNoInfo(String mapidcdNo);
+
+  Page<MapInkx5kEntity> getSceneListByPage(
+      CommonUseStatus useInference, String searchVal, searchReq searchReq);
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/scene/MapInkx5kRepositoryImpl.java

@@ -102,6 +102,31 @@ public class MapInkx5kRepositoryImpl extends QuerydslRepositorySupport
             .fetchOne());
   }
 
+  @Override
+  public Page<MapInkx5kEntity> getSceneListByPage(
+      CommonUseStatus useInference, String searchVal, searchReq searchReq) {
+    Pageable pageable = searchReq.toPageable();
+    List<MapInkx5kEntity> content =
+        queryFactory
+            .selectFrom(mapInkx5kEntity)
+            .innerJoin(mapInkx5kEntity.mapInkx50k, mapInkx50kEntity)
+            .fetchJoin()
+            .where(searchUseInference(useInference), searchValueMapCdNm(searchVal))
+            .offset(pageable.getOffset())
+            .limit(pageable.getPageSize())
+            .orderBy(mapInkx5kEntity.mapidcdNo.asc())
+            .fetch();
+    Long count =
+        queryFactory
+            .select(mapInkx5kEntity.count())
+            .from(mapInkx5kEntity)
+            .innerJoin(mapInkx5kEntity.mapInkx50k, mapInkx50kEntity)
+            .where(searchUseInference(useInference), searchValueMapCdNm(searchVal))
+            .fetchOne();
+
+    return new PageImpl<>(content, pageable, count);
+  }
+
   private BooleanExpression searchUseInference(CommonUseStatus useInference) {
     if (Objects.isNull(useInference)) {
       return null;

src/main/java/com/kamco/cd/kamcoback/scene/MapInkxMngApiV2Controller.java

@@ -0,0 +1,52 @@
+package com.kamco.cd.kamcoback.scene;
+
+import com.kamco.cd.kamcoback.code.dto.CommonCodeDto;
+import com.kamco.cd.kamcoback.common.enums.CommonUseStatus;
+import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
+import com.kamco.cd.kamcoback.scene.dto.MapInkxMngDto;
+import com.kamco.cd.kamcoback.scene.service.MapInkxMngService;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.media.Content;
+import io.swagger.v3.oas.annotations.media.Schema;
+import io.swagger.v3.oas.annotations.responses.ApiResponse;
+import io.swagger.v3.oas.annotations.responses.ApiResponses;
+import io.swagger.v3.oas.annotations.tags.Tag;
+import lombok.RequiredArgsConstructor;
+import org.springframework.data.domain.Page;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+
+@Tag(name = "도엽 관리", description = "도엽 관리 API")
+@RestController
+@RequiredArgsConstructor
+@RequestMapping("/api/v2/scene")
+public class MapInkxMngApiV2Controller {
+
+  private final MapInkxMngService mapInkxMngService;
+
+  @Operation(summary = "목록 조회", description = "도엽 목록 조회")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "조회 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = CommonCodeDto.Basic.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping
+  public ApiResponseDto<Page<MapInkxMngDto.MapListEntity>> findMapInkxMngList(
+      @RequestParam(defaultValue = "0") int page,
+      @RequestParam(defaultValue = "20") int size,
+      @RequestParam(required = false) CommonUseStatus useInference,
+      @RequestParam(required = false) String searchVal) {
+    MapInkxMngDto.searchReq searchReq = new MapInkxMngDto.searchReq(page, size, "");
+    return ApiResponseDto.ok(
+        mapInkxMngService.findMapInkxMngLists(useInference, searchVal, searchReq));
+  }
+}

src/main/java/com/kamco/cd/kamcoback/scene/dto/MapInkxMngDto.java

@@ -1,15 +1,17 @@
 package com.kamco.cd.kamcoback.scene.dto;
 
+import com.fasterxml.jackson.annotation.JsonFormat;
 import com.fasterxml.jackson.databind.JsonNode;
+import com.kamco.cd.kamcoback.common.enums.ApiConfigEnum.EnumDto;
 import com.kamco.cd.kamcoback.common.enums.CommonUseStatus;
-import com.kamco.cd.kamcoback.common.utils.enums.CodeExpose;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto;
-import com.kamco.cd.kamcoback.common.utils.enums.EnumType;
 import io.swagger.v3.oas.annotations.media.Schema;
 import jakarta.persistence.EntityNotFoundException;
 import java.time.ZoneId;
 import java.time.ZonedDateTime;
 import java.time.format.DateTimeFormatter;
 import lombok.AllArgsConstructor;
+import lombok.Builder;
 import lombok.Getter;
 import lombok.NoArgsConstructor;
 import lombok.Setter;
@@ -19,25 +21,26 @@ import org.springframework.data.domain.Sort;
 
 public class MapInkxMngDto {
 
-  @CodeExpose
+  // CommonUseStatus class로 통합 20251230
-  @Getter
+  //  @CodeExpose
-  @AllArgsConstructor
+  //  @Getter
-  public enum UseInferenceType implements EnumType {
+  //  @AllArgsConstructor
-    USE("사용중"),
+  //  public enum UseInferenceType implements EnumType {
-    EXCEPT("영구 추론제외");
+  //    USE("사용중"),
-
+  //    EXCEPT("영구 추론제외");
-    private final String desc;
+  //
-
+  //    private final String desc;
-    @Override
+  //
-    public String getId() {
+  //    @Override
-      return name();
+  //    public String getId() {
-    }
+  //      return name();
-
+  //    }
-    @Override
+  //
-    public String getText() {
+  //    @Override
-      return desc;
+  //    public String getText() {
-    }
+  //      return desc;
-  }
+  //    }
+  //  }
 
   @Schema(name = "Basic", description = "Basic")
   @Getter
@@ -55,6 +58,46 @@ public class MapInkxMngDto {
     private ZonedDateTime updatedDttm;
   }
 
+  @Getter
+  @Schema(name = "MapListEntity", description = "목록 항목")
+  public static class MapListEntity {
+
+    private InferenceResultDto.MapSheet scene50k;
+    private InferenceResultDto.MapSheet scene5k;
+    private CommonUseStatus useInference;
+
+    @JsonFormat(
+        shape = JsonFormat.Shape.STRING,
+        pattern = "yyyy-MM-dd'T'HH:mm:ssXXX",
+        timezone = "Asia/Seoul")
+    private ZonedDateTime createdDttm;
+
+    @JsonFormat(
+        shape = JsonFormat.Shape.STRING,
+        pattern = "yyyy-MM-dd'T'HH:mm:ssXXX",
+        timezone = "Asia/Seoul")
+    private ZonedDateTime updatedDttm;
+
+    public EnumDto<CommonUseStatus> getUseInference() {
+      EnumDto<CommonUseStatus> enumDto = useInference.getEnumDto();
+      return enumDto;
+    }
+
+    @Builder
+    public MapListEntity(
+        InferenceResultDto.MapSheet scene50k,
+        InferenceResultDto.MapSheet scene5k,
+        CommonUseStatus useInference,
+        ZonedDateTime createdDttm,
+        ZonedDateTime updatedDttm) {
+      this.scene50k = scene50k;
+      this.scene5k = scene5k;
+      this.useInference = useInference;
+      this.createdDttm = createdDttm;
+      this.updatedDttm = updatedDttm;
+    }
+  }
+
   @Schema(name = "MapList", description = "목록 항목")
   @Getter
   @Setter

src/main/java/com/kamco/cd/kamcoback/scene/service/MapInkxMngService.java

@@ -25,11 +25,18 @@ public class MapInkxMngService {
 
   private final MapInkxMngCoreService mapInkxMngCoreService;
 
+  // 도엽의 리스트 조회
   public Page<MapList> findMapInkxMngList(
       MapInkxMngDto.searchReq searchReq, CommonUseStatus useInference, String searchVal) {
     return mapInkxMngCoreService.findMapInkxMngList(searchReq, useInference, searchVal);
   }
 
+  // 도엽의 리스트 조회
+  public Page<MapInkxMngDto.MapListEntity> findMapInkxMngLists(
+      CommonUseStatus useInference, String searchVal, MapInkxMngDto.searchReq searchReq) {
+    return mapInkxMngCoreService.getSceneListByPage(useInference, searchVal, searchReq);
+  }
+
   public ResponseObj saveMapInkx5k(@Valid MapInkxMngDto.AddMapReq req) {
 
     String[] coordinates = req.getCoordinates().split("\\r?\\n");

src/main/resources/application-dev.yml

@@ -74,5 +74,5 @@ mapsheet:
   upload:
     skipGdalValidation: true
   shp:
-    baseurl: /app/detect/result
+    baseurl: /app/tmp/detect/result