diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/trainingdata/TrainingDataLabelRepositoryImpl.java b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/trainingdata/TrainingDataLabelRepositoryImpl.java
index 88ec9b59..4f295ab6 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/trainingdata/TrainingDataLabelRepositoryImpl.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/trainingdata/TrainingDataLabelRepositoryImpl.java
@@ -6,6 +6,7 @@ import static com.kamco.cd.kamcoback.postgres.entity.QMapInkx5kEntity.mapInkx5kE
 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.QMapSheetLearnDataGeomEntity.mapSheetLearnDataGeomEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QPnuEntity.pnuEntity;
 
 import com.fasterxml.jackson.databind.JsonNode;
 import com.fasterxml.jackson.databind.ObjectMapper;
@@ -466,6 +467,14 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
       }
 
       // 5. DTO 생성
+      // pnu list 조회
+      List<String> pnuList =
+          queryFactory
+              .select(pnuEntity.pnu)
+              .from(pnuEntity)
+              .where(pnuEntity.geo.geoUid.eq(mapSheetAnalDataInferenceGeomEntityEntity.getGeoUid()))
+              .fetch();
+
       var changeDetectionInfo =
           ChangeDetectionInfo.builder()
               .mapSheetInfo(mapSheetEntity != null ? mapSheetEntity.getMapidNm() : "")
@@ -507,10 +516,7 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
                   mapSheetAnalDataInferenceGeomEntityEntity.getCdProb() != null
                       ? mapSheetAnalDataInferenceGeomEntityEntity.getCdProb()
                       : 0.0)
-              .pnu(
-                  mapSheetAnalDataInferenceGeomEntityEntity.getPnu() != null
-                      ? mapSheetAnalDataInferenceGeomEntityEntity.getPnu()
-                      : 0L)
+              .pnu(pnuList)
               .mapSheetNum(
                   mapSheetAnalDataInferenceGeomEntityEntity.getMapSheetNum() != null
                       ? mapSheetAnalDataInferenceGeomEntityEntity.getMapSheetNum()
diff --git a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/trainingdata/TrainingDataReviewRepositoryImpl.java b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/trainingdata/TrainingDataReviewRepositoryImpl.java
index b1875485..8296a683 100644
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/trainingdata/TrainingDataReviewRepositoryImpl.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/trainingdata/TrainingDataReviewRepositoryImpl.java
@@ -7,6 +7,7 @@ import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceG
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnDataGeomEntity.mapSheetLearnDataGeomEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMemberEntity.memberEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QPnuEntity.pnuEntity;
 
 import com.fasterxml.jackson.databind.JsonNode;
 import com.fasterxml.jackson.databind.ObjectMapper;
@@ -494,6 +495,14 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
       }
 
       // 5. DTO 생성
+      // pnu list 조회
+      List<String> pnuList =
+          queryFactory
+              .select(pnuEntity.pnu)
+              .from(pnuEntity)
+              .where(pnuEntity.geo.geoUid.eq(mapSheetAnalDataInferenceGeomEntityEntity.getGeoUid()))
+              .fetch();
+
       var changeDetectionInfo =
           ChangeDetectionInfo.builder()
               .mapSheetInfo(mapSheetEntity != null ? mapSheetEntity.getMapidNm() : "")
@@ -535,10 +544,7 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
                   mapSheetAnalDataInferenceGeomEntityEntity.getCdProb() != null
                       ? mapSheetAnalDataInferenceGeomEntityEntity.getCdProb()
                       : 0.0)
-              .pnu(
-                  mapSheetAnalDataInferenceGeomEntityEntity.getPnu() != null
-                      ? mapSheetAnalDataInferenceGeomEntityEntity.getPnu()
-                      : 0L)
+              .pnu(pnuList)
               .mapSheetNum(
                   mapSheetAnalDataInferenceGeomEntityEntity.getMapSheetNum() != null
                       ? mapSheetAnalDataInferenceGeomEntityEntity.getMapSheetNum()
diff --git a/src/main/java/com/kamco/cd/kamcoback/scheduler/service/TrainingDataReviewJobService.java b/src/main/java/com/kamco/cd/kamcoback/scheduler/service/TrainingDataReviewJobService.java
index c69947e9..7cdca731 100644
--- a/src/main/java/com/kamco/cd/kamcoback/scheduler/service/TrainingDataReviewJobService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/scheduler/service/TrainingDataReviewJobService.java
@@ -125,31 +125,6 @@ public class TrainingDataReviewJobService {
     return result;
   }
 
-  // 라벨러 완료,SKIP 시 호출 -> 미사용
-  @Transactional
-  public void assignRealtime(String assignmentUid) {
-    Tasks task = trainingDataReviewJobCoreService.findAssignmentTask(assignmentUid);
-    Long analUid = task.getAnalUid();
-
-    // pending 계산
-    List<InspectorPendingDto> pendings =
-        trainingDataReviewJobCoreService.findInspectorPendingByRound(analUid);
-
-    if (pendings.isEmpty()) {
-      return;
-    }
-
-    List<String> order = pendings.stream().map(InspectorPendingDto::getInspectorUid).toList();
-
-    trainingDataReviewJobCoreService.lockInspectors(analUid, order);
-
-    trainingDataReviewJobCoreService.assignReviewer(task.getAssignmentUid(), order.getFirst());
-
-    List<Long> geomUids = new ArrayList<>();
-    geomUids.add(task.getInferenceUid());
-    trainingDataReviewJobCoreService.updateGeomUidTestState(geomUids);
-  }
-
   @Transactional
   @Scheduled(cron = "0 0 2 * * *")
   public void exportGeojsonLabelingGeom() {
diff --git a/src/main/java/com/kamco/cd/kamcoback/trainingdata/dto/TrainingDataLabelDto.java b/src/main/java/com/kamco/cd/kamcoback/trainingdata/dto/TrainingDataLabelDto.java
index 3f940ccd..a74445dc 100644
--- a/src/main/java/com/kamco/cd/kamcoback/trainingdata/dto/TrainingDataLabelDto.java
+++ b/src/main/java/com/kamco/cd/kamcoback/trainingdata/dto/TrainingDataLabelDto.java
@@ -358,7 +358,7 @@ public class TrainingDataLabelDto {
     private Double detectionAccuracy;
 
     @Schema(description = "PNU (필지고유번호)", example = "36221202306020")
-    private Long pnu;
+    private List<String> pnu;
 
     @Schema(description = "도엽번호 (map_sheet_num)", example = "34602057")
     private Long mapSheetNum;
diff --git a/src/main/java/com/kamco/cd/kamcoback/trainingdata/dto/TrainingDataReviewDto.java b/src/main/java/com/kamco/cd/kamcoback/trainingdata/dto/TrainingDataReviewDto.java
index d3026009..851a96ff 100644
--- a/src/main/java/com/kamco/cd/kamcoback/trainingdata/dto/TrainingDataReviewDto.java
+++ b/src/main/java/com/kamco/cd/kamcoback/trainingdata/dto/TrainingDataReviewDto.java
@@ -351,7 +351,7 @@ public class TrainingDataReviewDto {
     private Double detectionAccuracy;
 
     @Schema(description = "PNU (필지고유번호)", example = "36221202306020")
-    private Long pnu;
+    private List<String> pnu;
 
     @Schema(description = "도엽번호 (map_sheet_num)", example = "34602057")
     private Long mapSheetNum;