diff --git a/frontend/src/app/admin/data/page.tsx b/frontend/src/app/admin/data/page.tsx
index f65c978..af68ef1 100644
--- a/frontend/src/app/admin/data/page.tsx
+++ b/frontend/src/app/admin/data/page.tsx
@@ -35,6 +35,8 @@ export default function DataManagementPage() {
   const [loading, setLoading] = useState(true);
   const [jobs, setJobs] = useState<JobLog[]>([]);
   const [collecting, setCollecting] = useState<string | null>(null);
+  const [error, setError] = useState<string | null>(null);
+  const [refreshing, setRefreshing] = useState(false);
 
   useEffect(() => {
     const init = async () => {
@@ -53,25 +55,40 @@ export default function DataManagementPage() {
 
   const fetchJobs = async () => {
     try {
+      setError(null);
       const data = await api.get<JobLog[]>('/api/admin/collect/status');
       setJobs(data);
     } catch (err) {
+      const message = err instanceof Error ? err.message : 'Failed to fetch jobs';
+      setError(message);
       console.error('Failed to fetch jobs:', err);
     }
   };
 
   const runCollector = async (key: string) => {
     setCollecting(key);
+    setError(null);
     try {
       await api.post(`/api/admin/collect/${key}`);
       await fetchJobs();
     } catch (err) {
+      const message = err instanceof Error ? err.message : 'Collection failed';
+      setError(message);
       console.error('Collection failed:', err);
     } finally {
       setCollecting(null);
     }
   };
 
+  const handleRefresh = async () => {
+    setRefreshing(true);
+    try {
+      await fetchJobs();
+    } finally {
+      setRefreshing(false);
+    }
+  };
+
   const getStatusBadge = (status: string) => {
     const colors: Record<string, string> = {
       success: 'bg-green-100 text-green-800',
@@ -97,6 +114,12 @@ export default function DataManagementPage() {
         <main className="p-6">
           <h1 className="text-2xl font-bold text-gray-800 mb-6">데이터 수집 관리</h1>
 
+          {error && (
+            <div className="bg-red-100 border border-red-400 text-red-700 px-4 py-3 rounded mb-4">
+              {error}
+            </div>
+          )}
+
           <div className="bg-white rounded-lg shadow mb-6">
             <div className="p-4 border-b">
               <h2 className="text-lg font-semibold">수집 작업</h2>
@@ -113,6 +136,7 @@ export default function DataManagementPage() {
                     <button
                       onClick={() => runCollector(col.key)}
                       disabled={collecting !== null}
+                      aria-label={`${col.label} 수집 실행`}
                       className="mt-auto px-4 py-2 bg-blue-600 text-white rounded hover:bg-blue-700 disabled:bg-blue-400 transition-colors"
                     >
                       {collecting === col.key ? '수집 중...' : '실행'}
@@ -127,21 +151,22 @@ export default function DataManagementPage() {
             <div className="p-4 border-b flex justify-between items-center">
               <h2 className="text-lg font-semibold">최근 작업 이력</h2>
               <button
-                onClick={fetchJobs}
-                className="text-sm text-blue-600 hover:text-blue-800"
+                onClick={handleRefresh}
+                disabled={refreshing}
+                className="text-sm text-blue-600 hover:text-blue-800 disabled:text-gray-400"
               >
-                새로고침
+                {refreshing ? '새로고침 중...' : '새로고침'}
               </button>
             </div>
             <div className="overflow-x-auto">
               <table className="w-full">
                 <thead className="bg-gray-50">
                   <tr>
-                    <th className="px-4 py-3 text-left text-sm font-medium text-gray-600">작업명</th>
-                    <th className="px-4 py-3 text-left text-sm font-medium text-gray-600">상태</th>
-                    <th className="px-4 py-3 text-left text-sm font-medium text-gray-600">시작 시간</th>
-                    <th className="px-4 py-3 text-left text-sm font-medium text-gray-600">건수</th>
-                    <th className="px-4 py-3 text-left text-sm font-medium text-gray-600">에러</th>
+                    <th scope="col" className="px-4 py-3 text-left text-sm font-medium text-gray-600">작업명</th>
+                    <th scope="col" className="px-4 py-3 text-left text-sm font-medium text-gray-600">상태</th>
+                    <th scope="col" className="px-4 py-3 text-left text-sm font-medium text-gray-600">시작 시간</th>
+                    <th scope="col" className="px-4 py-3 text-left text-sm font-medium text-gray-600">건수</th>
+                    <th scope="col" className="px-4 py-3 text-left text-sm font-medium text-gray-600">에러</th>
                   </tr>
                 </thead>
                 <tbody className="divide-y">