diff --git a/app/services/job_clean_service.py b/app/services/job_clean_service.py
index 4c872e2..db6b95d 100644
--- a/app/services/job_clean_service.py
+++ b/app/services/job_clean_service.py
@@ -228,35 +228,42 @@ async def _extract_skill_tags(job_id: int, result: dict) -> None:
 
     now = datetime.now()
     tag_ids = []
-    async with MysqlSession() as mysql:
-        for name in skills:
-            name = str(name).strip().lower()
-            if not name or len(name) > 50:
-                continue
+    for name in skills:
+        name = str(name).strip().lower()
+        if not name or len(name) > 50:
+            continue
 
-            tag_id = next(_id_gen)
-            # INSERT IGNORE
-            await mysql.execute(
-                text("INSERT IGNORE INTO bg_skill_tag (id, name) VALUES (:id, :name)"),
-                {"id": tag_id, "name": name},
-            )
-            # 查回真实ID
-            row = await mysql.execute(
-                text("SELECT id FROM bg_skill_tag WHERE name = :name LIMIT 1"),
-                {"name": name},
-            )
-            real_id = row.scalar()
-            if real_id and real_id not in tag_ids:
-                tag_ids.append(real_id)
+        # 每个 tag 单独 session，避免死锁
+        real_id = await _find_or_create_skill_tag(name)
+        if real_id and real_id not in tag_ids:
+            tag_ids.append(real_id)
 
-        if tag_ids:
+    if tag_ids:
+        async with MysqlSession() as mysql:
             await mysql.execute(
                 insert(JobSkillTagRelation),
                 [{"id": next(_id_gen), "job_id": job_id, "skill_tag_id": tid, "create_time": now} for tid in tag_ids],
             )
+            await mysql.commit()
 
+
+async def _find_or_create_skill_tag(name: str) -> int | None:
+    """查找或创建技能标签（单独事务，避免死锁）"""
+    async with MysqlSession() as mysql:
+        tag_id = next(_id_gen)
+        await mysql.execute(
+            text("INSERT IGNORE INTO bg_skill_tag (id, name) VALUES (:id, :name)"),
+            {"id": tag_id, "name": name},
+        )
         await mysql.commit()
 
+    async with MysqlSession() as mysql:
+        row = await mysql.execute(
+            text("SELECT id FROM bg_skill_tag WHERE name = :name LIMIT 1"),
+            {"name": name},
+        )
+        return row.scalar()
+
 
 async def _find_or_create_company(short_name: str) -> int:
     """查找或创建公司（加锁防并发重复）"""