diff --git a/client-api/src/main/java/org/jiayunet/service/JobService.java b/client-api/src/main/java/org/jiayunet/service/JobService.java
index 12b80e1..955d7b1 100644
--- a/client-api/src/main/java/org/jiayunet/service/JobService.java
+++ b/client-api/src/main/java/org/jiayunet/service/JobService.java
@@ -2,6 +2,8 @@ package org.jiayunet.service;
 
 import org.jiayunet.ai.AiChatAbility;
 import org.jiayunet.ai.AiResponseCleanTool;
+import org.jiayunet.config.CacheConfig;
+import org.springframework.cache.annotation.Cacheable;
 import org.springframework.util.StopWatch;
 import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
@@ -212,6 +214,7 @@ public class JobService {
      * <p>岗位关联公司、公司关联行业（bg_industry level=2），按上架岗位数量倒序取前 limit 个</p>
      * <p>只返回行业ID和名称，岗位数量仅用于排序不对外暴露</p>
      */
+    @Cacheable(cacheNames = CacheConfig.HOT_INDUSTRY)
     public List<HotIndustryVo> listHotIndustries(Integer limit) {
         return jobMapper.selectHotIndustries(limit);
     }
@@ -221,6 +224,7 @@ public class JobService {
      * <p>bg_job.category_id 存三级叶子，SQL 内自关联上溯到二级后按二级分组，按上架岗位数量倒序取前 limit 个</p>
      * <p>只返回岗位类型ID和名称，岗位数量仅用于排序不对外暴露</p>
      */
+    @Cacheable(cacheNames = CacheConfig.HOT_JOB_CATEGORY)
     public List<HotJobCategoryVo> listHotJobCategories(Integer limit) {
         return jobMapper.selectHotJobCategories(limit);
     }
@@ -230,6 +234,7 @@ public class JobService {
      * <p>岗位关联公司、公司关联地区，按上架岗位数量倒序取前 limit 个</p>
      * <p>只返回地区编码和名称，岗位数量仅用于排序不对外暴露</p>
      */
+    @Cacheable(cacheNames = CacheConfig.HOT_CITY)
     public List<HotCityVo> listHotCities(Integer limit) {
         return jobMapper.selectHotCities(limit);
     }
diff --git a/common/pom.xml b/common/pom.xml
index e4d1821..d52ecc1 100644
--- a/common/pom.xml
+++ b/common/pom.xml
@@ -45,6 +45,15 @@
             <groupId>org.springframework.boot</groupId>
             <artifactId>spring-boot-starter-data-redis</artifactId>
         </dependency>
+        <!-- Spring Cache 抽象 + Caffeine 本地缓存，用于热门榜单等全局只读数据 -->
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-cache</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.github.ben-manes.caffeine</groupId>
+            <artifactId>caffeine</artifactId>
+        </dependency>
         <dependency>
             <groupId>org.redisson</groupId>
             <artifactId>redisson-spring-boot-starter</artifactId>
diff --git a/common/src/main/java/org/jiayunet/config/CacheConfig.java b/common/src/main/java/org/jiayunet/config/CacheConfig.java
new file mode 100644
index 0000000..bf2e847
--- /dev/null
+++ b/common/src/main/java/org/jiayunet/config/CacheConfig.java
@@ -0,0 +1,69 @@
+package org.jiayunet.config;
+
+import com.github.benmanes.caffeine.cache.Cache;
+import com.github.benmanes.caffeine.cache.Caffeine;
+import org.springframework.cache.CacheManager;
+import org.springframework.cache.annotation.EnableCaching;
+import org.springframework.cache.caffeine.CaffeineCacheManager;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+
+import java.util.concurrent.TimeUnit;
+
+/**
+ * 本地缓存配置
+ * <p>基于 Caffeine 的 Spring Cache 实现，用于热门榜单等全局只读、变化慢、允许短时陈旧的数据</p>
+ * <p>每个缓存独立注册、独立过期时间，调整某个缓存的时长直接改注册时传入的分钟数，互不影响</p>
+ *
+ * @author zk
+ */
+@Configuration
+@EnableCaching
+public class CacheConfig {
+
+    /** 缓存名：热门行业 */
+    public static final String HOT_INDUSTRY = "hotIndustry";
+
+    /** 缓存名：热门岗位类型 */
+    public static final String HOT_JOB_CATEGORY = "hotJobCategory";
+
+    /** 缓存名：热门城市 */
+    public static final String HOT_CITY = "hotCity";
+
+    /** 单个缓存最大条目数 */
+    private static final long MAX_SIZE = 100;
+
+    /**
+     * 缓存管理器
+     * <p>三个热门榜单各注册一份独立的 Caffeine 实例，过期时间互相独立（单位：分钟）</p>
+     * <p>另设一份兜底策略：业务里如果用了未登记的缓存名，动态创建时同样带过期时间，不会永不过期</p>
+     */
+    @Bean
+    public CacheManager cacheManager() {
+        CaffeineCacheManager cacheManager = new CaffeineCacheManager();
+
+        // 兜底策略（动态创建未登记缓存时生效）
+        cacheManager.setCaffeine(Caffeine.newBuilder()
+                .expireAfterWrite(30, TimeUnit.MINUTES)
+                .maximumSize(MAX_SIZE));
+
+        // 各缓存独立注册，独立过期时间
+        cacheManager.registerCustomCache(HOT_INDUSTRY, buildCache(60));
+        cacheManager.registerCustomCache(HOT_JOB_CATEGORY, buildCache(60));
+        cacheManager.registerCustomCache(HOT_CITY, buildCache(60));
+
+        return cacheManager;
+    }
+
+    /**
+     * 构建一个指定过期时长的 Caffeine 缓存实例
+     *
+     * @param expireMinutes 写入后过期时长（分钟）
+     */
+    private Cache<Object, Object> buildCache(long expireMinutes) {
+        return Caffeine.newBuilder()
+                .expireAfterWrite(expireMinutes, TimeUnit.MINUTES)
+                .maximumSize(MAX_SIZE)
+                .build();
+    }
+}