diff --git a/gukyuin/status-update/.gradle/8.14/executionHistory/executionHistory.bin b/gukyuin/status-update/.gradle/8.14/executionHistory/executionHistory.bin
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diff --git a/gukyuin/status-update/.gradle/8.14/executionHistory/executionHistory.lock b/gukyuin/status-update/.gradle/8.14/executionHistory/executionHistory.lock
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diff --git a/gukyuin/status-update/.gradle/8.14/fileHashes/fileHashes.bin b/gukyuin/status-update/.gradle/8.14/fileHashes/fileHashes.bin
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diff --git a/gukyuin/status-update/.gradle/8.14/fileHashes/resourceHashesCache.bin b/gukyuin/status-update/.gradle/8.14/fileHashes/resourceHashesCache.bin
index 9cf4d77..7893927 100644
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diff --git a/gukyuin/status-update/.gradle/buildOutputCleanup/buildOutputCleanup.lock b/gukyuin/status-update/.gradle/buildOutputCleanup/buildOutputCleanup.lock
index 381a11a..a90951f 100644
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diff --git a/gukyuin/status-update/.gradle/file-system.probe b/gukyuin/status-update/.gradle/file-system.probe
index 4085ab2..821a02f 100644
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diff --git a/gukyuin/status-update/build/classes/java/main/com/kamco/cd/kamcoback/postgres/core/GukYuinPnuCntUpdateJobCoreService.class b/gukyuin/status-update/build/classes/java/main/com/kamco/cd/kamcoback/postgres/core/GukYuinPnuCntUpdateJobCoreService.class
index 334952a..d667090 100644
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diff --git a/gukyuin/status-update/build/classes/java/main/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryCustom.class b/gukyuin/status-update/build/classes/java/main/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryCustom.class
index e5a6f5f..1275735 100644
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diff --git a/gukyuin/status-update/build/classes/java/main/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryImpl.class b/gukyuin/status-update/build/classes/java/main/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryImpl.class
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diff --git a/gukyuin/status-update/build/classes/java/main/com/kamco/cd/kamcoback/service/GukYuinApiStatusJobService.class b/gukyuin/status-update/build/classes/java/main/com/kamco/cd/kamcoback/service/GukYuinApiStatusJobService.class
index 166f06f..6f48101 100644
Binary files a/gukyuin/status-update/build/classes/java/main/com/kamco/cd/kamcoback/service/GukYuinApiStatusJobService.class and b/gukyuin/status-update/build/classes/java/main/com/kamco/cd/kamcoback/service/GukYuinApiStatusJobService.class differ
diff --git a/gukyuin/status-update/build/libs/status-update.jar b/gukyuin/status-update/build/libs/status-update.jar
index e627ccb..d5ecf88 100644
Binary files a/gukyuin/status-update/build/libs/status-update.jar and b/gukyuin/status-update/build/libs/status-update.jar differ
diff --git a/gukyuin/status-update/build/reports/problems/problems-report.html b/gukyuin/status-update/build/reports/problems/problems-report.html
index 3505134..5995716 100644
--- a/gukyuin/status-update/build/reports/problems/problems-report.html
+++ b/gukyuin/status-update/build/reports/problems/problems-report.html
@@ -650,7 +650,7 @@ code + .copy-button {
 <script type="text/javascript">
 function configurationCacheProblems() { return (
 // begin-report-data
-{"diagnostics":[{"locations":[{}],"problem":[{"text":"Properties should be assigned using the 'propName = value' syntax. Setting a property via the Gradle-generated 'propName value' or 'propName(value)' syntax in Groovy DSL has been deprecated."}],"severity":"WARNING","problemDetails":[{"text":"This is scheduled to be removed in Gradle 10.0."}],"contextualLabel":"Properties should be assigned using the 'propName = value' syntax. Setting a property via the Gradle-generated 'propName value' or 'propName(value)' syntax in Groovy DSL has been deprecated.","documentationLink":"https://docs.gradle.org/8.14/userguide/upgrading_version_8.html#groovy_space_assignment_syntax","problemId":[{"name":"deprecation","displayName":"Deprecation"},{"name":"properties-should-be-assigned-using-the-propname-value-syntax-setting-a-property-via-the-gradle-generated-propname-value-or-propname-value-syntax-in-groovy-dsl","displayName":"Properties should be assigned using the 'propName = value' syntax. Setting a property via the Gradle-generated 'propName value' or 'propName(value)' syntax in Groovy DSL has been deprecated."}],"solutions":[[{"text":"Use assignment ('url = <value>') instead."}]]},{"locations":[{"path":"C:\\workspace\\kamco-cd-cron\\gukyuin\\status-update\\src\\main\\java\\com\\kamco\\cd\\kamcoback\\config\\resttemplate\\ExternalHttpClient.java"},{"taskPath":":compileJava"}],"problem":[{"text":"Some input files use or override a deprecated API."}],"severity":"ADVICE","problemDetails":[{"text":"Note: Some input files use or override a deprecated API."}],"contextualLabel":"Some input files use or override a deprecated API.","problemId":[{"name":"java","displayName":"Java compilation"},{"name":"compilation","displayName":"Compilation"},{"name":"compiler.note.deprecated.plural","displayName":"Some input files use or override a deprecated API."}]},{"locations":[{"path":"C:\\workspace\\kamco-cd-cron\\gukyuin\\status-update\\src\\main\\java\\com\\kamco\\cd\\kamcoback\\config\\resttemplate\\ExternalHttpClient.java"},{"taskPath":":compileJava"}],"problem":[{"text":"Recompile with -Xlint:deprecation for details."}],"severity":"ADVICE","problemDetails":[{"text":"Note: Recompile with -Xlint:deprecation for details."}],"contextualLabel":"Recompile with -Xlint:deprecation for details.","problemId":[{"name":"java","displayName":"Java compilation"},{"name":"compilation","displayName":"Compilation"},{"name":"compiler.note.deprecated.recompile","displayName":"Recompile with -Xlint:deprecation for details."}]},{"locations":[{"path":"C:\\workspace\\kamco-cd-cron\\gukyuin\\status-update\\src\\main\\java\\com\\kamco\\cd\\kamcoback\\common\\utils\\enums\\Enums.java"},{"taskPath":":compileJava"}],"problem":[{"text":"Some input files use unchecked or unsafe operations."}],"severity":"ADVICE","problemDetails":[{"text":"Note: Some input files use unchecked or unsafe operations."}],"contextualLabel":"Some input files use unchecked or unsafe operations.","problemId":[{"name":"java","displayName":"Java compilation"},{"name":"compilation","displayName":"Compilation"},{"name":"compiler.note.unchecked.plural","displayName":"Some input files use unchecked or unsafe operations."}]},{"locations":[{"path":"C:\\workspace\\kamco-cd-cron\\gukyuin\\status-update\\src\\main\\java\\com\\kamco\\cd\\kamcoback\\common\\utils\\enums\\Enums.java"},{"taskPath":":compileJava"}],"problem":[{"text":"Recompile with -Xlint:unchecked for details."}],"severity":"ADVICE","problemDetails":[{"text":"Note: Recompile with -Xlint:unchecked for details."}],"contextualLabel":"Recompile with -Xlint:unchecked for details.","problemId":[{"name":"java","displayName":"Java compilation"},{"name":"compilation","displayName":"Compilation"},{"name":"compiler.note.unchecked.recompile","displayName":"Recompile with -Xlint:unchecked for details."}]}],"problemsReport":{"totalProblemCount":5,"buildName":"kamco-status-update-job","requestedTasks":"clean build","documentationLink":"https://docs.gradle.org/8.14/userguide/reporting_problems.html","documentationLinkCaption":"Problem report","summaries":[]}}
+{"diagnostics":[{"locations":[{}],"problem":[{"text":"Properties should be assigned using the 'propName = value' syntax. Setting a property via the Gradle-generated 'propName value' or 'propName(value)' syntax in Groovy DSL has been deprecated."}],"severity":"WARNING","problemDetails":[{"text":"This is scheduled to be removed in Gradle 10.0."}],"contextualLabel":"Properties should be assigned using the 'propName = value' syntax. Setting a property via the Gradle-generated 'propName value' or 'propName(value)' syntax in Groovy DSL has been deprecated.","documentationLink":"https://docs.gradle.org/8.14/userguide/upgrading_version_8.html#groovy_space_assignment_syntax","problemId":[{"name":"deprecation","displayName":"Deprecation"},{"name":"properties-should-be-assigned-using-the-propname-value-syntax-setting-a-property-via-the-gradle-generated-propname-value-or-propname-value-syntax-in-groovy-dsl","displayName":"Properties should be assigned using the 'propName = value' syntax. Setting a property via the Gradle-generated 'propName value' or 'propName(value)' syntax in Groovy DSL has been deprecated."}],"solutions":[[{"text":"Use assignment ('url = <value>') instead."}]]}],"problemsReport":{"totalProblemCount":1,"buildName":"kamco-status-update-job","requestedTasks":":classes :testClasses","documentationLink":"https://docs.gradle.org/8.14/userguide/reporting_problems.html","documentationLinkCaption":"Problem report","summaries":[]}}
 // end-report-data
 );}
 </script>
diff --git a/gukyuin/status-update/build/tmp/compileJava/previous-compilation-data.bin b/gukyuin/status-update/build/tmp/compileJava/previous-compilation-data.bin
index d52a3c3..3934d83 100644
Binary files a/gukyuin/status-update/build/tmp/compileJava/previous-compilation-data.bin and b/gukyuin/status-update/build/tmp/compileJava/previous-compilation-data.bin differ
diff --git a/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/core/GukYuinPnuCntUpdateJobCoreService.java b/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/core/GukYuinPnuCntUpdateJobCoreService.java
index 73b4110..dc73dea 100644
--- a/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/core/GukYuinPnuCntUpdateJobCoreService.java
+++ b/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/core/GukYuinPnuCntUpdateJobCoreService.java
@@ -1,9 +1,11 @@
 package com.kamco.cd.kamcoback.postgres.core;
 
 import com.kamco.cd.kamcoback.postgres.repository.gukyuin.GukYuinPnuCntUpdateJobRepository;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
+@Slf4j
 @Service
 public class GukYuinPnuCntUpdateJobCoreService {
 
@@ -23,4 +25,14 @@ public class GukYuinPnuCntUpdateJobCoreService {
   public void updateGukYuinApplyStatus(String uid, String status) {
     gukYuinPnuCntUpdateRepository.updateGukYuinApplyStatus(uid, status);
   }
+
+  public long[] findGeoUidRange(String uid) {
+    return gukYuinPnuCntUpdateRepository.findGeoUidRange(uid);
+  }
+
+  public int updateRangeBatch(long start, long end, int batchSize, int loop) {
+    int updated = gukYuinPnuCntUpdateRepository.updateRangeBatch(start, end, batchSize);
+    log.info("PNU batch loop={}, range=[{},{}], updated={}", loop, start, end, updated);
+    return updated;
+  }
 }
diff --git a/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryCustom.java b/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryCustom.java
index 0940243..c369e9f 100644
--- a/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryCustom.java
+++ b/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryCustom.java
@@ -5,4 +5,8 @@ public interface GukYuinPnuCntUpdateJobRepositoryCustom {
   int updateGukYuinContListPnuUpdateCnt();
 
   void updateGukYuinApplyStatus(String uid, String status);
+
+  long[] findGeoUidRange(String uid);
+
+  int updateRangeBatch(long startGeoUid, long endGeoUid, int batchSize);
 }
diff --git a/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryImpl.java b/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryImpl.java
index cb8ee44..ee4a71e 100644
--- a/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryImpl.java
+++ b/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuCntUpdateJobRepositoryImpl.java
@@ -1,5 +1,6 @@
 package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
 
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
 
 import com.querydsl.jpa.impl.JPAQueryFactory;
@@ -49,4 +50,60 @@ public class GukYuinPnuCntUpdateJobRepositoryImpl
         .where(mapSheetLearnEntity.uid.eq(uid))
         .execute();
   }
+
+  @Override
+  public long[] findGeoUidRange(String uid) {
+    Long analUid =
+        queryFactory
+            .select(mapSheetAnalInferenceEntity.id)
+            .from(mapSheetLearnEntity)
+            .innerJoin(mapSheetAnalInferenceEntity)
+            .on(mapSheetLearnEntity.id.eq(mapSheetAnalInferenceEntity.learnId))
+            .where(mapSheetLearnEntity.uid.eq(uid))
+            .fetchOne();
+
+    if (analUid != null) {
+      String sql =
+          """
+            select min(gt.geo_uid), max(gt.geo_uid)
+            from tb_map_sheet_anal_inference inf
+                inner join tb_map_sheet_anal_data_inference dt
+            on(inf.anal_uid = dt.anal_uid)
+            inner join tb_map_sheet_anal_data_inference_geom gt
+            on(dt.data_uid = gt.data_uid)
+            where inf.anal_uid = ?
+        """;
+
+      return jdbcTemplate.queryForObject(
+          sql, (rs, rowNum) -> new long[] {rs.getLong(1), rs.getLong(2)}, analUid);
+    }
+    return new long[0];
+  }
+
+  @Override
+  public int updateRangeBatch(long startGeoUid, long endGeoUid, int batchSize) {
+
+    String sql =
+        """
+            WITH batch AS (
+                SELECT p.geo_uid
+                FROM tb_map_sheet_anal_data_inference_geom p
+                WHERE p.pnu IS DISTINCT FROM 1
+                  AND EXISTS (
+                      SELECT 1
+                      FROM tb_pnu tp
+                      WHERE tp.geo_uid = p.geo_uid
+                  )
+                  AND p.geo_uid >= ?
+                  AND p.geo_uid <= ?
+                LIMIT ?
+            )
+            UPDATE tb_map_sheet_anal_data_inference_geom p
+            SET pnu = 1
+            FROM batch
+            WHERE p.geo_uid = batch.geo_uid
+        """;
+
+    return jdbcTemplate.update(sql, startGeoUid, endGeoUid, batchSize);
+  }
 }
diff --git a/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/service/GukYuinApiStatusJobService.java b/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/service/GukYuinApiStatusJobService.java
index 79a538f..6912500 100644
--- a/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/service/GukYuinApiStatusJobService.java
+++ b/gukyuin/status-update/src/main/java/com/kamco/cd/kamcoback/service/GukYuinApiStatusJobService.java
@@ -91,10 +91,45 @@ public class GukYuinApiStatusJobService {
           log.info("[Step 5] progress 100 확인 → PNU CNT update 실행");
 
           log.info(
-              "=== tb_pnu 에 insert 된 데이터 중 tb_map_sheet_anal_data_inference_geom 의 pnu (cnt)값이 다른 것 update");
-          int updateCnt = gukYuinPnuCntUpdateJobCoreService.updateGukYuinContListPnuUpdateCnt();
+              "=== tb_pnu 에 insert 된 데이터 중 tb_map_sheet_anal_data_inference_geom 의 pnu 값이 있는 것 1로 update");
+          long[] range = gukYuinPnuCntUpdateJobCoreService.findGeoUidRange(dto.getUid());
+
+          long min = range[0];
+          long max = range[1];
+
+          long rangeSize = 500000; // geo_uid 범위
+          int batchSize = 10000;
+
+          log.info("[Step 5] 회차에 geo_uid의 min, max 를 구해서 그 값만 조회해서 batchSize 만큼 Loop를 돌리게 한다.");
+          log.info("PNU batch start min={}, max={}", min, max);
+
+          for (long start = min; start <= max; start += rangeSize) {
+
+            long end = Math.min(start + rangeSize - 1, max);
+
+            log.info("Processing range {} ~ {}", start, end);
+
+            int loop = 0;
+
+            while (true) {
+
+              loop++;
+
+              int updated =
+                  gukYuinPnuCntUpdateJobCoreService.updateRangeBatch(start, end, batchSize, loop);
+
+              if (updated == 0) {
+                break;
+              }
+            }
+          }
+
+          log.info("PNU batch finished");
+
+          //          int updateCnt =
+          // gukYuinPnuCntUpdateJobCoreService.updateGukYuinContListPnuUpdateCnt();
+          //          log.info("[Step 5] PNU CNT update 완료 updatedRows={}", updateCnt);
 
-          log.info("[Step 5] PNU CNT update 완료 updatedRows={}", updateCnt);
           log.info(
               "[Step 6] 추론 learn 테이블 apply_status={} 로 업데이트", GukYuinStatus.PNU_COMPLETED.getId());
           gukYuinPnuCntUpdateJobCoreService.updateGukYuinApplyStatus(