diff --git a/ruoyi-bussiness/src/main/java/com/ruoyi/cms/controller/app/AppJobController.java b/ruoyi-bussiness/src/main/java/com/ruoyi/cms/controller/app/AppJobController.java
index 62b6633..33782f2 100644
--- a/ruoyi-bussiness/src/main/java/com/ruoyi/cms/controller/app/AppJobController.java
+++ b/ruoyi-bussiness/src/main/java/com/ruoyi/cms/controller/app/AppJobController.java
@@ -54,7 +54,13 @@ public class AppJobController extends BaseController
         EsPageInfo<ESJobDocument> list = jobService.appList(job);
         return getTableDataInfo2(list,job);
     }
-
+    @ApiOperation("查询岗位列表(AI专用)")
+    @GetMapping("/aiList")
+    public TableDataInfo aiList(ESJobSearch job)
+    {
+        EsPageInfo<ESJobDocument> list = jobService.aiList(job);
+        return getTableDataInfo2(list,job);
+    }
     private TableDataInfo getTableDataInfo2(EsPageInfo<ESJobDocument> list, ESJobSearch job) {
         long total = list.getTotal();
         TableDataInfo rspData = new TableDataInfo();
diff --git a/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/IESJobSearchService.java b/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/IESJobSearchService.java
index c705598..efed658 100644
--- a/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/IESJobSearchService.java
+++ b/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/IESJobSearchService.java
@@ -51,6 +51,7 @@ public interface IESJobSearchService
     EsPageInfo<ESJobDocument> commercialArea(ESJobSearch jobQuery);
 
     EsPageInfo<ESJobDocument> appList(ESJobSearch jobQuery);
+    EsPageInfo<ESJobDocument> aiList(ESJobSearch jobQuery);
 
     void checkEsAndFix();
 
diff --git a/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/IJobService.java b/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/IJobService.java
index 7c95b89..2f2cd8e 100644
--- a/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/IJobService.java
+++ b/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/IJobService.java
@@ -67,6 +67,7 @@ public interface IJobService
 
 
     EsPageInfo<ESJobDocument> appList(ESJobSearch job);
+    EsPageInfo<ESJobDocument> aiList(ESJobSearch job);
 
     void importData();
 
diff --git a/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/impl/ESJobSearchImpl.java b/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/impl/ESJobSearchImpl.java
index 037e1a4..df24d6f 100644
--- a/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/impl/ESJobSearchImpl.java
+++ b/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/impl/ESJobSearchImpl.java
@@ -67,7 +67,7 @@ public class ESJobSearchImpl implements IESJobSearchService
     /**
      * 项目启动时，初始化索引及数据
      */
-   @PostConstruct
+//   @PostConstruct
     public void init()
     {
         boolean isLockAcquired = false;
@@ -574,20 +574,20 @@ public class ESJobSearchImpl implements IESJobSearchService
 //                jobQuery.setJobTitle(String.join(",", jobTitle));
 //            }
 //        }
-        if(!StringUtil.isEmptyOrNull(jobQuery.getJobTitle())){
-            wrapper.and(a->a.match(ESJobDocument::getJobTitle,jobQuery.getJobTitle(),5.0f)
+        if(hasText(jobQuery.getJobTitle())){
+            wrapper.and(a->a.match(ESJobDocument::getJobTitle,jobQuery.getJobTitle().trim(),5.0f)
                     .or()
-                    .match(ESJobDocument::getDescription,jobQuery.getJobTitle(),1.0f));
+                    .match(ESJobDocument::getDescription,jobQuery.getJobTitle().trim(),1.0f));
         }
-        if(!StringUtil.isEmptyOrNull(jobQuery.getEducation())){
-            wrapper.and(a->a.le(ESJobDocument::getEducation,jobQuery.getEducation()));
+        if(hasText(jobQuery.getEducation())){
+            wrapper.and(a->a.le(ESJobDocument::getEducation,jobQuery.getEducation().trim()));
         }
-        if(!StringUtil.isEmptyOrNull(jobQuery.getArea())){
-            List<Integer> integers = StringUtil.convertStringToIntegerList(jobQuery.getArea());
+        if(hasText(jobQuery.getArea())){
+            List<Integer> integers = StringUtil.convertStringToIntegerList(jobQuery.getArea().trim());
             wrapper.and(x->x.in(ESJobDocument::getJobLocationAreaCode,integers));
         }
-        if(!StringUtil.isEmptyOrNull(jobQuery.getExperience())){
-            wrapper.and(a->a.le(ESJobDocument::getExperience,jobQuery.getExperience()));
+        if(hasText(jobQuery.getExperience())){
+            wrapper.and(a->a.le(ESJobDocument::getExperience,jobQuery.getExperience().trim()));
         }
         if(Objects.nonNull(jobQuery.getMaxSalary())){
             wrapper.and(x->x.le(ESJobDocument::getMaxSalary,jobQuery.getMaxSalary()));
@@ -595,11 +595,11 @@ public class ESJobSearchImpl implements IESJobSearchService
         if(Objects.nonNull(jobQuery.getMinSalary())){
             wrapper.and(x->x.ge(ESJobDocument::getMinSalary,jobQuery.getMinSalary()));
         }
-        if(!StringUtil.isEmptyOrNull(jobQuery.getScaleDictCode())){
-            wrapper.and(a->a.eq(ESJobDocument::getScaleDictCode,jobQuery.getScaleDictCode()));
+        if(hasText(jobQuery.getScaleDictCode())){
+            wrapper.and(a->a.eq(ESJobDocument::getScaleDictCode,jobQuery.getScaleDictCode().trim()));
         }
-        if(!StringUtil.isEmptyOrNull(jobQuery.getIndustry())){
-            wrapper.and(a->a.eq(ESJobDocument::getIndustry,jobQuery.getIndustry()));
+        if(hasText(jobQuery.getIndustry())){
+            wrapper.and(a->a.eq(ESJobDocument::getIndustry,jobQuery.getIndustry().trim()));
         }
         if(jobQuery.getLongitude()!=null){
             wrapper.geoDistance(ESJobDocument::getLatAndLon,Double.valueOf(jobQuery.getRadius()), DistanceUnit.KILOMETERS,new GeoPoint(Double.parseDouble(jobQuery.getLatitude().toString()), Double.parseDouble(jobQuery.getLongitude().toString())));
@@ -607,17 +607,17 @@ public class ESJobSearchImpl implements IESJobSearchService
         if(jobQuery.getJobLocationAreaCode()!=null){
             wrapper.and(a->a.eq(ESJobDocument::getJobLocationAreaCode,jobQuery.getJobLocationAreaCode()));
         }
-        if(!StringUtil.isEmptyOrNull(jobQuery.getScale())){
-            wrapper.and(a->a.eq(ESJobDocument::getScale,jobQuery.getScale()));
+        if(hasText(jobQuery.getScale())){
+            wrapper.and(a->a.eq(ESJobDocument::getScale,jobQuery.getScale().trim()));
         }
-        if(!StringUtil.isEmptyOrNull(jobQuery.getSearchValue())){
-            wrapper.and(a->a.match(ESJobDocument::getDescription,jobQuery.getSearchValue(),4.0f));
+        if(hasText(jobQuery.getSearchValue())){
+            wrapper.and(a->a.match(ESJobDocument::getDescription,jobQuery.getSearchValue().trim(),4.0f));
         }
-        if(!StringUtil.isEmptyOrNull(jobQuery.getCompanyNature())){
-            wrapper.and(a->a.eq(ESJobDocument::getCompanyNature,jobQuery.getCompanyNature()));
+        if(hasText(jobQuery.getCompanyNature())){
+            wrapper.and(a->a.eq(ESJobDocument::getCompanyNature,jobQuery.getCompanyNature().trim()));
         }
-        if(!StringUtil.isEmptyOrNull(jobQuery.getType())){
-            wrapper.and(a->a.eq(ESJobDocument::getType,jobQuery.getType()));
+        if(hasText(jobQuery.getType())){
+            wrapper.and(a->a.eq(ESJobDocument::getType,jobQuery.getType().trim()));
         }
         if(Objects.nonNull(jobQuery.getOrder())){
             if (jobQuery.getOrder()==2){
@@ -632,6 +632,99 @@ public class ESJobSearchImpl implements IESJobSearchService
         EsPageInfo<ESJobDocument> esJobDocumentEsPageInfo = esJobDocumentMapper.pageQuery(wrapper, pageNum, pageSize);
         return esJobDocumentEsPageInfo;
     }
+    @Override
+    public EsPageInfo<ESJobDocument> aiList(ESJobSearch jobQuery) {
+        Integer pageNum = jobQuery.getCurrent();
+        Integer pageSize = jobQuery.getPageSize();
+        
+        // 第一次查询：包含区域条件
+        EsPageInfo<ESJobDocument> result = doAiListQuery(jobQuery, pageNum, pageSize, true);
+        
+        // 降级查询：如果没有找到岗位且有区域条件，忽略区域重新查询
+        if ((result.getList() == null || result.getList().isEmpty()) 
+                && (hasText(jobQuery.getArea()) || jobQuery.getJobLocationAreaCode() != null)) {
+            logger.info("AI岗位查询降级：忽略区域条件重新查询");
+            result = doAiListQuery(jobQuery, pageNum, pageSize, false);
+        }
+        
+        return result;
+    }
+
+    /**
+     * AI岗位查询核心逻辑
+     * @param jobQuery 查询条件
+     * @param pageNum 页码
+     * @param pageSize 每页大小
+     * @param includeArea 是否包含区域条件
+     */
+    private EsPageInfo<ESJobDocument> doAiListQuery(ESJobSearch jobQuery, Integer pageNum, Integer pageSize, boolean includeArea) {
+        LambdaEsQueryWrapper<ESJobDocument> wrapper = new LambdaEsQueryWrapper<>();
+        
+        if(hasText(jobQuery.getJobTitle())){
+            wrapper.and(a->a.match(ESJobDocument::getJobTitle,jobQuery.getJobTitle().trim(),5.0f)
+                    .or()
+                    .match(ESJobDocument::getDescription,jobQuery.getJobTitle().trim(),1.0f));
+        }
+        if(hasText(jobQuery.getEducation())){
+            wrapper.and(a->a.le(ESJobDocument::getEducation,jobQuery.getEducation().trim()));
+        }
+        // 区域条件：根据 includeArea 决定是否加入
+        if(includeArea && hasText(jobQuery.getArea())){
+            List<Integer> integers = StringUtil.convertStringToIntegerList(jobQuery.getArea().trim());
+            wrapper.and(x->x.in(ESJobDocument::getJobLocationAreaCode,integers));
+        }
+        if(hasText(jobQuery.getExperience())){
+            wrapper.and(a->a.le(ESJobDocument::getExperience,jobQuery.getExperience().trim()));
+        }
+        if(Objects.nonNull(jobQuery.getMaxSalary())){
+            wrapper.and(x->x.le(ESJobDocument::getMaxSalary,jobQuery.getMaxSalary()));
+        }
+        if(Objects.nonNull(jobQuery.getMinSalary())){
+            wrapper.and(x->x.ge(ESJobDocument::getMinSalary,jobQuery.getMinSalary()));
+        }
+        if(hasText(jobQuery.getScaleDictCode())){
+            wrapper.and(a->a.eq(ESJobDocument::getScaleDictCode,jobQuery.getScaleDictCode().trim()));
+        }
+        if(hasText(jobQuery.getIndustry())){
+            wrapper.and(a->a.eq(ESJobDocument::getIndustry,jobQuery.getIndustry().trim()));
+        }
+        if(jobQuery.getLongitude()!=null){
+            wrapper.geoDistance(ESJobDocument::getLatAndLon,Double.valueOf(jobQuery.getRadius()), DistanceUnit.KILOMETERS,new GeoPoint(Double.parseDouble(jobQuery.getLatitude().toString()), Double.parseDouble(jobQuery.getLongitude().toString())));
+        }
+        // 区域编码条件：根据 includeArea 决定是否加入
+        if(includeArea && jobQuery.getJobLocationAreaCode()!=null){
+            wrapper.and(a->a.eq(ESJobDocument::getJobLocationAreaCode,jobQuery.getJobLocationAreaCode()));
+        }
+        if(hasText(jobQuery.getScale())){
+            wrapper.and(a->a.eq(ESJobDocument::getScale,jobQuery.getScale().trim()));
+        }
+        if(hasText(jobQuery.getSearchValue())){
+            wrapper.and(a->a.match(ESJobDocument::getDescription,jobQuery.getSearchValue().trim(),4.0f));
+        }
+        if(hasText(jobQuery.getCompanyNature())){
+            wrapper.and(a->a.eq(ESJobDocument::getCompanyNature,jobQuery.getCompanyNature().trim()));
+        }
+        if(hasText(jobQuery.getType())){
+            wrapper.and(a->a.eq(ESJobDocument::getType,jobQuery.getType().trim()));
+        }
+        if(Objects.nonNull(jobQuery.getOrder())){
+            if (jobQuery.getOrder()==2){
+                wrapper.orderByDesc(ESJobDocument::getPostingDate);
+            }
+            if (jobQuery.getOrder()==1){
+                wrapper.orderByDesc(ESJobDocument::getIsHot);
+                wrapper.orderByDesc(ESJobDocument::getApplyNum);
+                wrapper.orderByDesc(ESJobDocument::getView);
+            }
+        }
+        return esJobDocumentMapper.pageQuery(wrapper, pageNum, pageSize);
+    }
+    /**
+     * 判断字符串是否有实际内容（非null、非空、非纯空白）
+     */
+    private boolean hasText(String str) {
+        return str != null && !str.trim().isEmpty();
+    }
 
     @Override
     public ESJobDocument selectById(Long jobId) {
diff --git a/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/impl/JobServiceImpl.java b/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/impl/JobServiceImpl.java
index bfc4ab6..55d688b 100644
--- a/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/impl/JobServiceImpl.java
+++ b/ruoyi-bussiness/src/main/java/com/ruoyi/cms/service/impl/JobServiceImpl.java
@@ -515,7 +515,13 @@ public class JobServiceImpl extends ServiceImpl<JobMapper,Job> implements IJobSe
         jobs.setList(esJobDocuments);
         return jobs;
     }
-
+    @Override
+    public EsPageInfo<ESJobDocument> aiList(ESJobSearch jobQuery) {
+        EsPageInfo<ESJobDocument> jobs = iesJobSearchService.aiList(jobQuery);
+        List<ESJobDocument> esJobDocuments = userCollection(jobs.getList());
+        jobs.setList(esJobDocuments);
+        return jobs;
+    }
     @Override
     public List<ESJobDocument> recommend(ESJobSearch esJobSearch) {
         RedisCache redisCache = SpringUtils.getBean(RedisCache.class);