diff --git a/src/pages/JobPortal/Detail/index.tsx b/src/pages/JobPortal/Detail/index.tsx
index 4c4fe90..249b874 100644
--- a/src/pages/JobPortal/Detail/index.tsx
+++ b/src/pages/JobPortal/Detail/index.tsx
@@ -34,7 +34,7 @@ import {
 import { isJobPortalLoggedIn } from '@/utils/jobPortalAuth';
 import { favoriteJob, unfavoriteJob, applyJob } from '@/services/jobportal/user';
 import { ensureJobPortalLogin, PORTAL_LOGIN_URL } from '@/utils/jobPortalAuth';
-import { getDictLabel, findTreeLabelById } from '@/utils/jobPortalDict';
+import { getDictLabel, resolveIndustryLabel } from '@/utils/jobPortalDict';
 import { getDictValueEnum } from '@/services/system/dict';
 import { getCmsIndustryTreeList } from '@/services/classify/industry';
 import type { DictValueEnumObj } from '@/components/DictTag';
@@ -113,9 +113,9 @@ const transformJobData = (jobData: any) => {
       <p>3. 具备良好的团队协作能力；</p>
     `,
     companyInfo: {
-      name: jobData.companyName || jobData.company || jobData.companyVo?.name,
-      scale: jobData.companyVo?.scale ?? jobData.scale ?? '',
-      industry: jobData.companyVo?.industry ?? jobData.industry ?? '',
+      name: jobData.companyName || jobData.companyVo?.name || jobData.company,
+      scale: jobData.scale ?? '',
+      industry: jobData.industry ?? '',
       description:
         jobData.companyVo?.companyDescription
         || jobData.companyDescription
@@ -217,20 +217,22 @@ const JobDetailPage: React.FC = () => {
   }, []);
 
   const companyMetaItems = useMemo(() => {
-    const company = originalJobData?.companyVo || {};
-    const rawScale = company.scale ?? originalJobData?.scale ?? jobDetail.companyInfo?.scale;
-    const rawIndustry =
-      company.industry ?? originalJobData?.industry ?? jobDetail.companyInfo?.industry;
+    if (!originalJobData) {
+      return [];
+    }
+    const rawScale = originalJobData.scale;
+    const rawIndustry = originalJobData.industry;
 
     const items: string[] = [];
-    const scaleLabel = getDictLabel(scaleEnum, rawScale) || rawScale;
-    const industryLabel = findTreeLabelById(industryTree, rawIndustry) || rawIndustry;
-
-    if (scaleLabel) items.push(scaleLabel);
+    if (rawScale != null && rawScale !== '') {
+      const scaleLabel = getDictLabel(scaleEnum, rawScale) || String(rawScale);
+      if (scaleLabel) items.push(scaleLabel);
+    }
+    const industryLabel = resolveIndustryLabel(industryTree, rawIndustry);
     if (industryLabel) items.push(industryLabel);
 
     return items;
-  }, [originalJobData, jobDetail.companyInfo, scaleEnum, industryTree]);
+  }, [originalJobData, scaleEnum, industryTree]);
 
   useEffect(() => {
     // 首先尝试从传递的数据中获取职位信息
diff --git a/src/pages/JobPortal/List/index.tsx b/src/pages/JobPortal/List/index.tsx
index 48c9cbe..dcdf056 100644
--- a/src/pages/JobPortal/List/index.tsx
+++ b/src/pages/JobPortal/List/index.tsx
@@ -29,7 +29,7 @@ import { getDictValueEnum } from '@/services/system/dict';
 import JobPortalHeader from '@/components/JobPortalHeader';
 import { favoriteJob, unfavoriteJob, applyJob } from '@/services/jobportal/user';
 import { ensureJobPortalLogin, PORTAL_LOGIN_URL } from '@/utils/jobPortalAuth';
-import { getDictLabel, findTreeLabelById } from '@/utils/jobPortalDict';
+import { getDictLabel, findTreeLabelById, resolveIndustryLabel } from '@/utils/jobPortalDict';
 import { getJobTitleTreeSelect } from '@/services/common/jobTitle';
 import { getCmsIndustryTreeList } from '@/services/classify/industry';
 import type { DictValueEnumObj } from '@/components/DictTag';
@@ -256,15 +256,15 @@ const JobListPage: React.FC = () => {
 
   const selectedCompanyMetaItems = useMemo(() => {
     if (!selectedJob) return [];
-    const company = selectedJob.companyVo || {};
-    const rawScale = company.scale ?? selectedJob.scale;
-    const rawIndustry = company.industry ?? selectedJob.industry;
+    const rawScale = selectedJob.scale;
+    const rawIndustry = selectedJob.industry;
 
     const items: string[] = [];
-    const scaleLabel = getDictLabel(scaleEnum, rawScale) || rawScale;
-    const industryLabel = findTreeLabelById(industryTree, rawIndustry) || rawIndustry;
-
-    if (scaleLabel) items.push(scaleLabel);
+    if (rawScale != null && rawScale !== '') {
+      const scaleLabel = getDictLabel(scaleEnum, rawScale) || String(rawScale);
+      if (scaleLabel) items.push(scaleLabel);
+    }
+    const industryLabel = resolveIndustryLabel(industryTree, rawIndustry);
     if (industryLabel) items.push(industryLabel);
     return items;
   }, [selectedJob, scaleEnum, industryTree]);
diff --git a/src/utils/jobPortalDict.ts b/src/utils/jobPortalDict.ts
index 3df68d2..7569f44 100644
--- a/src/utils/jobPortalDict.ts
+++ b/src/utils/jobPortalDict.ts
@@ -60,5 +60,18 @@ export function findTreeLabelById(
   return '';
 }
 
+/** 所属行业：数字 id 走行业树，已是文案则直接展示 */
+export function resolveIndustryLabel(
+  tree: any[] | undefined,
+  value?: string | number | null,
+): string {
+  const str = value == null ? '' : String(value).trim();
+  if (!str) return '';
+  if (/^\d+$/.test(str)) {
+    return findTreeLabelById(tree, str) || str;
+  }
+  return str;
+}
+
 /** @deprecated 使用 findTreeLabelById */
 export const findIndustryLabelInTree = findTreeLabelById;