diff --git a/client/platform/web-girder/store/Jobs.ts b/client/platform/web-girder/store/Jobs.ts
new file mode 100644
index 000000000..819765956
--- /dev/null
+++ b/client/platform/web-girder/store/Jobs.ts
@@ -0,0 +1,61 @@
+import { Store, Module } from 'vuex';
+import { GirderJob } from '@girder/components/src';
+import { all } from '@girder/components/src/components/Job/status';
+import Vue from 'vue';
+
+import eventBus from 'platform/web-girder/eventBus';
+import girderRest from 'platform/web-girder/plugins/girder';
+import { RootState, JobState } from './types';
+
+
+const JobStatus = all();
+const NonRunningStates = [
+  JobStatus.CANCELED.value,
+  JobStatus.ERROR.value,
+  JobStatus.SUCCESS.value,
+];
+
+const jobModule: Module<JobState, RootState> = {
+  namespaced: true,
+  state: {
+    jobIds: {},
+    datasetStatus: {},
+  },
+  getters: {
+    runningJobIds(state) {
+      return Object.values(state.jobIds).filter((v) => !NonRunningStates.includes(v)).length >= 1;
+    },
+    datasetRunningState: (state) => (datasetId: string) => (
+      datasetId in state.datasetStatus && !NonRunningStates.includes(state.datasetStatus[datasetId])
+    ),
+  },
+  mutations: {
+    setJobState(state, { jobId, value }: { jobId: string; value: number }) {
+      Vue.set(state.jobIds, jobId, value);
+    },
+    setDatasetStatus(state, { datasetId, value }: { datasetId: string; value: number }) {
+      Vue.set(state.datasetStatus, datasetId, value);
+    },
+  },
+};
+
+export async function init(store: Store<RootState>) {
+  const { data: runningJobs } = await girderRest.get<GirderJob[]>('/job', {
+    params: { statuses: `[${JobStatus.RUNNING.value}]` },
+  });
+
+  function updateJob(job: GirderJob) {
+    store.commit('Jobs/setJobState', { jobId: job._id, value: job.status });
+    if (typeof job.dataset_id === 'string') {
+      store.commit('Jobs/setDatasetStatus', { datasetId: job.dataset_id, value: job.status });
+    }
+  }
+
+  runningJobs.forEach(updateJob);
+  girderRest.$on('message:job_status', ({ data: job }: { data: GirderJob }) => {
+    updateJob(job);
+    eventBus.$emit('refresh-data-browser');
+  });
+}
+
+export default jobModule;
diff --git a/client/platform/web-girder/store/index.ts b/client/platform/web-girder/store/index.ts
index 19ea1c1af..a4b4c56d2 100644
--- a/client/platform/web-girder/store/index.ts
+++ b/client/platform/web-girder/store/index.ts
@@ -6,6 +6,7 @@ import { RootState } from './types';
 import Location from './Location';
 import Dataset from './Dataset';
 import Brand from './Brand';
+import Jobs, { init as JobsInit } from './Jobs';
 
 Vue.use(Vuex);
 
@@ -14,6 +15,7 @@ const store = new Vuex.Store<RootState>({
     Brand,
     Location,
     Dataset,
+    Jobs,
   },
 });
 
@@ -25,4 +27,6 @@ router.beforeEach((to, from, next) => {
   next();
 });
 
+JobsInit(store);
+
 export default store;
diff --git a/client/platform/web-girder/store/types.ts b/client/platform/web-girder/store/types.ts
index 1632ecdd7..52b7bffef 100644
--- a/client/platform/web-girder/store/types.ts
+++ b/client/platform/web-girder/store/types.ts
@@ -26,6 +26,11 @@ export interface BrandState {
   brandData: BrandData;
 }
 
+export interface JobState {
+  jobIds: Record<string, number>;
+  datasetStatus: Record<string, number>;
+}
+
 export interface RootState {
   Location: LocationState;
   Dataset: DatasetState;
diff --git a/client/platform/web-girder/views/DataBrowser.vue b/client/platform/web-girder/views/DataBrowser.vue
index 20991e238..8dff2f3dd 100644
--- a/client/platform/web-girder/views/DataBrowser.vue
+++ b/client/platform/web-girder/views/DataBrowser.vue
@@ -5,7 +5,6 @@ import {
 import {
   GirderFileManager, getLocationType, GirderModel,
 } from '@girder/components/src';
-import { useGirderRest } from 'platform/web-girder/plugins/girder';
 import { itemsPerPageOptions } from 'dive-common/constants';
 import { clientSettings } from 'dive-common/store/settings';
 import { useStore, LocationType } from '../store/types';
@@ -25,7 +24,6 @@ export default defineComponent({
     const uploaderDialog = ref(false);
     const locationStore = store.state.Location;
     const { getters } = store;
-    const girderRest = useGirderRest();
 
     function setLocation(location: LocationType) {
       store.dispatch('Location/setRouteFromLocation', location);
@@ -55,10 +53,8 @@ export default defineComponent({
     ));
 
     eventBus.$on('refresh-data-browser', handleNotification);
-    girderRest.$on('message:job_status', handleNotification);
     onBeforeUnmount(() => {
       eventBus.$off('refresh-data-browser', handleNotification);
-      girderRest.$off('message:job_status', handleNotification);
     });
 
     return {
@@ -125,6 +121,13 @@ export default defineComponent({
       </v-dialog>
     </template>
     <template #row-widget="{item}">
+      <v-icon
+        v-if="getters['Jobs/datasetRunningState'](item._id)"
+        color="warning"
+        class="rotate"
+      >
+        mdi-autorenew
+      </v-icon>
       <v-btn
         v-if="isAnnotationFolder(item)"
         class="ml-2"
diff --git a/client/platform/web-girder/views/Jobs.vue b/client/platform/web-girder/views/Jobs.vue
index 5baca21e1..9431887de 100644
--- a/client/platform/web-girder/views/Jobs.vue
+++ b/client/platform/web-girder/views/Jobs.vue
@@ -1,6 +1,6 @@
 <script lang="ts">
 import { defineComponent, ref } from '@vue/composition-api';
-import { GirderModel, GirderJobList } from '@girder/components/src';
+import { GirderJobList } from '@girder/components/src';
 import { setUsePrivateQueue } from 'platform/web-girder/api';
 import { useGirderRest } from 'platform/web-girder/plugins/girder';
 
@@ -12,17 +12,6 @@ export default defineComponent({
     const loading = ref(true);
     const restClient = useGirderRest();
 
-    function getId(data: GirderModel | string) {
-      try {
-        if (typeof data === 'object') {
-          return data.folderId;
-        }
-        return JSON.parse(data).params.input_folder;
-      } catch (err) {
-        return null;
-      }
-    }
-
     async function setPrivateQueueEnabled(value: boolean) {
       loading.value = true;
       const resp = await setUsePrivateQueue(restClient.user._id, value);
@@ -40,7 +29,6 @@ export default defineComponent({
       privateQueueEnabled,
       loading,
       /* methods */
-      getId,
       setPrivateQueueEnabled,
     };
   },
@@ -52,7 +40,7 @@ export default defineComponent({
     <GirderJobList>
       <template #jobwidget="{ item }">
         <v-tooltip
-          v-if="getId(item.kwargs)"
+          v-if="item.dataset_id"
           bottom
         >
           <template #activator="{on, attrs}">
@@ -60,7 +48,7 @@ export default defineComponent({
               v-bind="attrs"
               x-small
               depressed
-              :to="{ name: 'viewer', params: { id: getId(item.kwargs) } }"
+              :to="{ name: 'viewer', params: { id: item.dataset_id } }"
               color="info"
               class="ml-0"
               v-on="on"
diff --git a/client/platform/web-girder/views/JobsTab.vue b/client/platform/web-girder/views/JobsTab.vue
index e21d348f2..06ff24ffb 100644
--- a/client/platform/web-girder/views/JobsTab.vue
+++ b/client/platform/web-girder/views/JobsTab.vue
@@ -1,59 +1,12 @@
 <script lang="ts">
-import {
-  defineComponent, onBeforeUnmount, reactive, toRefs,
-} from '@vue/composition-api';
-import { GirderJob } from '@girder/components/src';
-import { all } from '@girder/components/src/components/Job/status';
-import { useGirderRest } from 'platform/web-girder/plugins/girder';
+import { defineComponent } from '@vue/composition-api';
+import { useStore } from 'platform/web-girder/store/types';
 
 export default defineComponent({
   name: 'JobsTab',
   setup() {
-    const girderRest = useGirderRest();
-    const jobStatus = all();
-    const data = reactive({
-      runningJobIds: [] as string[],
-    });
-
-    function handleNotification({ data: job }: { data: GirderJob }) {
-      const jobId = job._id;
-      switch (job.status) {
-        case jobStatus.RUNNING.value:
-          if (data.runningJobIds.indexOf(jobId) === -1) {
-            data.runningJobIds.push(jobId);
-          }
-          break;
-        case jobStatus.CANCELED.value:
-          // fall through
-        case jobStatus.SUCCESS.value:
-          // fall through
-        case jobStatus.ERROR.value:
-          if (data.runningJobIds.indexOf(jobId) !== -1) {
-            data.runningJobIds.splice(data.runningJobIds.indexOf(jobId), 1);
-          }
-          break;
-        default:
-          break;
-      }
-    }
-
-    async function created() {
-      const { data: runningJobs } = await girderRest.get<GirderJob[]>('/job', {
-        params: {
-          statuses: `[${jobStatus.RUNNING.value}]`,
-        },
-      });
-      data.runningJobIds = runningJobs.map((job) => job._id);
-      girderRest.$on('message:job_status', handleNotification);
-    }
-
-    onBeforeUnmount(() => {
-      girderRest.$off('message:job_status', handleNotification);
-    });
-
-    created();
-
-    return toRefs(data);
+    const store = useStore();
+    return { getters: store.getters };
   },
 });
 </script>
@@ -62,7 +15,7 @@ export default defineComponent({
   <v-tab to="/jobs">
     Jobs
     <v-badge
-      :value="runningJobIds.length"
+      :value="getters['Jobs/runningJobIds']"
       overlap
       bottom
       offset-x="-6"
diff --git a/server/dive_server/__init__.py b/server/dive_server/__init__.py
index 7d47ddab3..2b8f388a9 100644
--- a/server/dive_server/__init__.py
+++ b/server/dive_server/__init__.py
@@ -7,8 +7,9 @@
 from girder.models.user import User
 from girder.utility import mail_utils
 from girder.utility.model_importer import ModelImporter
+from girder_jobs.models.job import Job
 
-from dive_utils.constants import UserPrivateQueueEnabledMarker
+from dive_utils import constants
 
 from .client_webroot import ClientWebroot
 from .crud_annotation import AnnotationItem, RevisionLogItem
@@ -32,7 +33,10 @@ def load(self, info):
 
         # Setup route additions for exsting resources
         info["apiRoot"].user.route("PUT", (":id", "use_private_queue"), use_private_queue)
-        User().exposeFields(AccessType.READ, UserPrivateQueueEnabledMarker)
+        User().exposeFields(AccessType.READ, constants.UserPrivateQueueEnabledMarker)
+
+        # Expose Job dataset assocation
+        Job().exposeFields(AccessType.READ, constants.JOBCONST_DATASET_ID)
 
         DIVE_MAIL_TEMPLATES = Path(os.path.realpath(__file__)).parent / 'mail_templates'
         mail_utils.addTemplateDirectory(str(DIVE_MAIL_TEMPLATES))
diff --git a/server/dive_server/crud_rpc.py b/server/dive_server/crud_rpc.py
index 7827f244d..758a43cab 100644
--- a/server/dive_server/crud_rpc.py
+++ b/server/dive_server/crud_rpc.py
@@ -453,6 +453,7 @@ def postprocess(
                 ),
             )
             newjob.job[constants.JOBCONST_PRIVATE_QUEUE] = job_is_private
+            newjob.job[constants.JOBCONST_DATASET_ID] = dsFolder["_id"]
             Job().save(newjob.job)
 
         # transcode IMAGERY if necessary
@@ -474,6 +475,7 @@ def postprocess(
                 ),
             )
             newjob.job[constants.JOBCONST_PRIVATE_QUEUE] = job_is_private
+            newjob.job[constants.JOBCONST_DATASET_ID] = dsFolder["_id"]
             Job().save(newjob.job)
 
         elif imageItems.count() > 0:
diff --git a/server/dive_utils/constants.py b/server/dive_utils/constants.py
index 22517f999..f29611a6f 100644
--- a/server/dive_utils/constants.py
+++ b/server/dive_utils/constants.py
@@ -94,7 +94,7 @@
 MetaFileName = "meta.json"
 
 # job constants
-JOBCONST_DATASET_ID = 'datset_id'
+JOBCONST_DATASET_ID = 'dataset_id'
 JOBCONST_PARAMS = 'params'
 JOBCONST_PRIVATE_QUEUE = 'private_queue'
 JOBCONST_CREATOR = 'creator'
diff --git a/server/dive_utils/serializers/viame.py b/server/dive_utils/serializers/viame.py
index 037a93303..773f5a3e9 100644
--- a/server/dive_utils/serializers/viame.py
+++ b/server/dive_utils/serializers/viame.py
@@ -12,7 +12,7 @@
 
 
 def format_timestamp(fps: int, frame: int) -> str:
-    return str(datetime.datetime.utcfromtimestamp(frame / fps).strftime(r'%H:%M:%S.%f'))
+    return str(datetime.datetime.utcfromtimestamp(frame / fps).isoformat())
 
 
 def writeHeader(writer: 'csv._writer', metadata: Dict):  # type: ignore