diff --git a/AndroidManifest.xml b/AndroidManifest.xml
index a94938e..3b74473 100644
--- a/AndroidManifest.xml
+++ b/AndroidManifest.xml
@@ -3258,6 +3258,9 @@
         <service android:name=".fuelgauge.batterytip.AnomalyCleanupJobService"
                  android:permission="android.permission.BIND_JOB_SERVICE" />
 
+        <service android:name=".fuelgauge.batterytip.AnomalyConfigJobService"
+                 android:permission="android.permission.BIND_JOB_SERVICE" />
+
         <service android:name=".fuelgauge.batterytip.AnomalyDetectionJobService"
                  android:permission="android.permission.BIND_JOB_SERVICE" />
 
diff --git a/res/values/ids.xml b/res/values/ids.xml
index 76322ff..57031e1 100644
--- a/res/values/ids.xml
+++ b/res/values/ids.xml
@@ -19,6 +19,7 @@
 <resources>
     <item type="id" name="preference_highlighted" />
     <item type="id" name="job_anomaly_clean_up" />
+    <item type="id" name="job_anomaly_config_update"/>
     <item type="id" name="job_anomaly_detection" />
 
     <item type="id" name="lock_none" />
diff --git a/src/com/android/settings/fuelgauge/batterytip/AnomalyCleanupJobService.java b/src/com/android/settings/fuelgauge/batterytip/AnomalyCleanupJobService.java
index 17aba2b..46744f7 100644
--- a/src/com/android/settings/fuelgauge/batterytip/AnomalyCleanupJobService.java
+++ b/src/com/android/settings/fuelgauge/batterytip/AnomalyCleanupJobService.java
@@ -45,8 +45,7 @@
                 new JobInfo.Builder(R.id.job_anomaly_clean_up, component)
                         .setPeriodic(CLEAN_UP_FREQUENCY_MS)
                         .setRequiresDeviceIdle(true)
-                        .setRequiresCharging(true)
-                        .setPersisted(true);
+                        .setRequiresCharging(true);
 
         if (jobScheduler.schedule(jobBuilder.build()) != JobScheduler.RESULT_SUCCESS) {
             Log.i(TAG, "Anomaly clean up job service schedule failed.");
diff --git a/src/com/android/settings/fuelgauge/batterytip/AnomalyConfigJobService.java b/src/com/android/settings/fuelgauge/batterytip/AnomalyConfigJobService.java
new file mode 100644
index 0000000..1a65088
--- /dev/null
+++ b/src/com/android/settings/fuelgauge/batterytip/AnomalyConfigJobService.java
@@ -0,0 +1,116 @@
+/*
+ * Copyright (C) 2018 The Android Open Source Project
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.android.settings.fuelgauge.batterytip;
+
+import android.app.StatsManager;
+import android.app.job.JobInfo;
+import android.app.job.JobParameters;
+import android.app.job.JobScheduler;
+import android.app.job.JobService;
+import android.content.ComponentName;
+import android.content.Context;
+import android.content.SharedPreferences;
+import android.provider.Settings;
+import android.support.annotation.VisibleForTesting;
+import android.text.TextUtils;
+import android.util.Base64;
+import android.util.Log;
+
+import com.android.settings.R;
+import com.android.settingslib.utils.ThreadUtils;
+
+import java.util.concurrent.TimeUnit;
+
+/** A JobService check whether to update the anomaly config periodically */
+public class AnomalyConfigJobService extends JobService {
+    private static final String TAG = "AnomalyConfigJobService";
+
+    @VisibleForTesting
+    static final String PREF_DB = "anomaly_pref";
+    private static final String KEY_ANOMALY_CONFIG_VERSION = "anomaly_config_version";
+    private static final int DEFAULT_VERSION = 0;
+
+    @VisibleForTesting
+    static final long CONFIG_UPDATE_FREQUENCY_MS = TimeUnit.DAYS.toMillis(1);
+
+    public static void scheduleConfigUpdate(Context context) {
+        final JobScheduler jobScheduler = context.getSystemService(JobScheduler.class);
+
+        final ComponentName component = new ComponentName(context, AnomalyConfigJobService.class);
+        final JobInfo.Builder jobBuilder =
+                new JobInfo.Builder(R.id.job_anomaly_config_update, component)
+                        .setPeriodic(CONFIG_UPDATE_FREQUENCY_MS)
+                        .setRequiresDeviceIdle(true)
+                        .setRequiresCharging(true);
+
+        if (jobScheduler.schedule(jobBuilder.build()) != JobScheduler.RESULT_SUCCESS) {
+            Log.i(TAG, "Anomaly config update job service schedule failed.");
+        }
+    }
+
+    @Override
+    public boolean onStartJob(JobParameters params) {
+        ThreadUtils.postOnBackgroundThread(() -> {
+            final StatsManager statsManager = getSystemService(StatsManager.class);
+            checkAnomalyConfig(statsManager);
+            BatteryTipUtils.uploadAnomalyPendingIntent(this, statsManager);
+            jobFinished(params, false /* wantsReschedule */);
+        });
+
+        return true;
+    }
+
+    @Override
+    public boolean onStopJob(JobParameters jobParameters) {
+        return false;
+    }
+
+    @VisibleForTesting
+    synchronized void checkAnomalyConfig(StatsManager statsManager) {
+        final SharedPreferences sharedPreferences = getSharedPreferences(PREF_DB,
+                Context.MODE_PRIVATE);
+        final int currentVersion = sharedPreferences.getInt(KEY_ANOMALY_CONFIG_VERSION,
+                DEFAULT_VERSION);
+        final int newVersion = Settings.Global.getInt(getContentResolver(),
+                Settings.Global.ANOMALY_CONFIG_VERSION, DEFAULT_VERSION);
+        final String rawConfig = Settings.Global.getString(getContentResolver(),
+                Settings.Global.ANOMALY_CONFIG);
+        Log.i(TAG, "CurrentVersion: " + currentVersion + " new version: " + newVersion);
+
+        if (newVersion > currentVersion) {
+            statsManager.removeConfiguration(StatsManagerConfig.ANOMALY_CONFIG_KEY);
+            if (!TextUtils.isEmpty(rawConfig)) {
+                try {
+                    final byte[] config = Base64.decode(rawConfig, Base64.DEFAULT);
+                    if (statsManager.addConfiguration(StatsManagerConfig.ANOMALY_CONFIG_KEY,
+                            config)) {
+                        Log.i(TAG, "Upload the anomaly config. configKey: "
+                                + StatsManagerConfig.ANOMALY_CONFIG_KEY);
+                        SharedPreferences.Editor editor = sharedPreferences.edit();
+                        editor.putInt(KEY_ANOMALY_CONFIG_VERSION, newVersion);
+                        editor.commit();
+                    } else {
+                        Log.i(TAG, "Upload the anomaly config failed. configKey: "
+                                + StatsManagerConfig.ANOMALY_CONFIG_KEY);
+                    }
+                } catch (IllegalArgumentException e) {
+                    Log.e(TAG, "Anomaly raw config is in wrong format", e);
+                }
+            }
+        }
+    }
+}
diff --git a/src/com/android/settings/fuelgauge/batterytip/AnomalyConfigReceiver.java b/src/com/android/settings/fuelgauge/batterytip/AnomalyConfigReceiver.java
index d81dc34..dcacaae 100644
--- a/src/com/android/settings/fuelgauge/batterytip/AnomalyConfigReceiver.java
+++ b/src/com/android/settings/fuelgauge/batterytip/AnomalyConfigReceiver.java
@@ -21,9 +21,6 @@
 import android.content.BroadcastReceiver;
 import android.content.Context;
 import android.content.Intent;
-import android.content.SharedPreferences;
-import android.provider.Settings;
-import android.util.Base64;
 import android.util.Log;
 
 import com.android.internal.annotations.VisibleForTesting;
@@ -34,10 +31,6 @@
  */
 public class AnomalyConfigReceiver extends BroadcastReceiver {
     private static final String TAG = "AnomalyConfigReceiver";
-    private static final int REQUEST_CODE = 0;
-    private static final String PREF_DB = "anomaly_pref";
-    private static final String KEY_ANOMALY_CONFIG_VERSION = "anomaly_config_version";
-    private static final int DEFAULT_VERSION = 0;
 
     @Override
     public void onReceive(Context context, Intent intent) {
@@ -46,14 +39,9 @@
             final StatsManager statsManager = context.getSystemService(StatsManager.class);
 
             // Check whether to update the config
-            checkAnomalyConfig(context, statsManager);
+            AnomalyConfigJobService.scheduleConfigUpdate(context);
 
-            // Upload PendingIntent to StatsManager
-            final Intent extraIntent = new Intent(context, AnomalyDetectionReceiver.class);
-            final PendingIntent pendingIntent = PendingIntent.getBroadcast(context, REQUEST_CODE,
-                    extraIntent, PendingIntent.FLAG_UPDATE_CURRENT);
-
-            uploadPendingIntent(statsManager, pendingIntent);
+            BatteryTipUtils.uploadAnomalyPendingIntent(context, statsManager);
 
             if (Intent.ACTION_BOOT_COMPLETED.equals(intent.getAction())) {
                 AnomalyCleanupJobService.scheduleCleanUp(context);
@@ -69,30 +57,4 @@
         statsManager.setBroadcastSubscriber(StatsManagerConfig.ANOMALY_CONFIG_KEY,
                 StatsManagerConfig.SUBSCRIBER_ID, pendingIntent);
     }
-
-    private void checkAnomalyConfig(Context context, StatsManager statsManager) {
-        final SharedPreferences sharedPreferences = context.getSharedPreferences(PREF_DB,
-                Context.MODE_PRIVATE);
-        final int currentVersion = sharedPreferences.getInt(KEY_ANOMALY_CONFIG_VERSION,
-                DEFAULT_VERSION);
-        final int newVersion = Settings.Global.getInt(context.getContentResolver(),
-                Settings.Global.ANOMALY_CONFIG_VERSION, DEFAULT_VERSION);
-        Log.i(TAG, "CurrentVersion: " + currentVersion + " new version: " + newVersion);
-
-        if (newVersion > currentVersion) {
-            final byte[] config = Base64.decode(
-                    Settings.Global.getString(context.getContentResolver(),
-                            Settings.Global.ANOMALY_CONFIG), Base64.DEFAULT);
-            if (statsManager.addConfiguration(StatsManagerConfig.ANOMALY_CONFIG_KEY, config)) {
-                Log.i(TAG, "Upload the anomaly config. configKey: "
-                        + StatsManagerConfig.ANOMALY_CONFIG_KEY);
-                SharedPreferences.Editor editor = sharedPreferences.edit();
-                editor.putInt(KEY_ANOMALY_CONFIG_VERSION, newVersion);
-                editor.apply();
-            } else {
-                Log.i(TAG, "Upload the anomaly config failed. configKey: "
-                        + StatsManagerConfig.ANOMALY_CONFIG_KEY);
-            }
-        }
-    }
 }
diff --git a/src/com/android/settings/fuelgauge/batterytip/BatteryTipUtils.java b/src/com/android/settings/fuelgauge/batterytip/BatteryTipUtils.java
index 5ff5430..e9e30de 100644
--- a/src/com/android/settings/fuelgauge/batterytip/BatteryTipUtils.java
+++ b/src/com/android/settings/fuelgauge/batterytip/BatteryTipUtils.java
@@ -16,6 +16,11 @@
 
 package com.android.settings.fuelgauge.batterytip;
 
+import android.app.PendingIntent;
+import android.app.StatsManager;
+import android.content.Context;
+import android.content.Intent;
+
 import com.android.settings.SettingsActivity;
 import com.android.settings.core.InstrumentedPreferenceFragment;
 import com.android.settings.fuelgauge.batterytip.actions.BatterySaverAction;
@@ -32,6 +37,7 @@
  * Utility class for {@link BatteryTip}
  */
 public class BatteryTipUtils {
+    private static final int REQUEST_CODE = 0;
 
     /**
      * Get a corresponding action based on {@code batteryTip}
@@ -60,4 +66,15 @@
                 return null;
         }
     }
+
+    /**
+     * Upload the {@link PendingIntent} to {@link StatsManager} for anomaly detection
+     */
+    public static void uploadAnomalyPendingIntent(Context context, StatsManager statsManager) {
+        final Intent extraIntent = new Intent(context, AnomalyDetectionReceiver.class);
+        final PendingIntent pendingIntent = PendingIntent.getBroadcast(context, REQUEST_CODE,
+                extraIntent, PendingIntent.FLAG_UPDATE_CURRENT);
+        statsManager.setBroadcastSubscriber(StatsManagerConfig.ANOMALY_CONFIG_KEY,
+                StatsManagerConfig.SUBSCRIBER_ID, pendingIntent);
+    }
 }
diff --git a/tests/robotests/src/com/android/settings/fuelgauge/batterytip/AnomalyConfigJobServiceTest.java b/tests/robotests/src/com/android/settings/fuelgauge/batterytip/AnomalyConfigJobServiceTest.java
new file mode 100644
index 0000000..e1b85aa
--- /dev/null
+++ b/tests/robotests/src/com/android/settings/fuelgauge/batterytip/AnomalyConfigJobServiceTest.java
@@ -0,0 +1,112 @@
+/*
+ * Copyright (C) 2018 The Android Open Source Project
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.android.settings.fuelgauge.batterytip;
+
+import static com.google.common.truth.Truth.assertThat;
+
+import static org.junit.Assert.assertEquals;
+import static org.mockito.Matchers.any;
+import static org.mockito.Matchers.anyInt;
+import static org.mockito.Matchers.anyString;
+import static org.mockito.Matchers.eq;
+import static org.mockito.Mockito.doReturn;
+import static org.mockito.Mockito.spy;
+import static org.mockito.Mockito.verify;
+import static org.robolectric.RuntimeEnvironment.application;
+
+import android.app.StatsManager;
+import android.app.job.JobInfo;
+import android.app.job.JobScheduler;
+import android.content.Context;
+import android.content.SharedPreferences;
+import android.provider.Settings;
+
+import com.android.settings.R;
+import com.android.settings.testutils.SettingsRobolectricTestRunner;
+
+import org.junit.Before;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.mockito.Mock;
+import org.mockito.MockitoAnnotations;
+import org.robolectric.Shadows;
+import org.robolectric.shadows.ShadowJobScheduler;
+
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+
+@RunWith(SettingsRobolectricTestRunner.class)
+public class AnomalyConfigJobServiceTest {
+
+    private static final int ANOMALY_CONFIG_VERSION = 1;
+    private static final String ANOMALY_CONFIG = "X64s";
+    @Mock
+    private StatsManager mStatsManager;
+
+    private AnomalyConfigJobService mJobService;
+
+    @Before
+    public void setUp() {
+        MockitoAnnotations.initMocks(this);
+
+        mJobService = spy(new AnomalyConfigJobService());
+        doReturn(application.getSharedPreferences(AnomalyConfigJobService.PREF_DB,
+                Context.MODE_PRIVATE)).when(mJobService).getSharedPreferences(anyString(),
+                anyInt());
+        doReturn(application.getContentResolver()).when(mJobService).getContentResolver();
+    }
+
+    @Test
+    public void testScheduleCleanUp() {
+        AnomalyConfigJobService.scheduleConfigUpdate(application);
+
+        ShadowJobScheduler shadowJobScheduler =
+                Shadows.shadowOf(application.getSystemService(JobScheduler.class));
+        List<JobInfo> pendingJobs = shadowJobScheduler.getAllPendingJobs();
+        assertEquals(1, pendingJobs.size());
+        JobInfo pendingJob = pendingJobs.get(0);
+        assertThat(pendingJob.getId()).isEqualTo(R.id.job_anomaly_config_update);
+        assertThat(pendingJob.getIntervalMillis()).isEqualTo(TimeUnit.DAYS.toMillis(1));
+        assertThat(pendingJob.isRequireDeviceIdle()).isTrue();
+        assertThat(pendingJob.isRequireCharging()).isTrue();
+    }
+
+    @Test
+    public void checkAnomalyConfig_newConfigExist_removeOldConfig() {
+        Settings.Global.putInt(application.getContentResolver(),
+                Settings.Global.ANOMALY_CONFIG_VERSION, ANOMALY_CONFIG_VERSION);
+        Settings.Global.putString(application.getContentResolver(), Settings.Global.ANOMALY_CONFIG,
+                ANOMALY_CONFIG);
+
+        mJobService.checkAnomalyConfig(mStatsManager);
+
+        verify(mStatsManager).removeConfiguration(StatsManagerConfig.ANOMALY_CONFIG_KEY);
+    }
+
+    @Test
+    public void checkAnomalyConfig_newConfigExist_uploadNewConfig() {
+        Settings.Global.putInt(application.getContentResolver(),
+                Settings.Global.ANOMALY_CONFIG_VERSION, ANOMALY_CONFIG_VERSION);
+        Settings.Global.putString(application.getContentResolver(), Settings.Global.ANOMALY_CONFIG,
+                ANOMALY_CONFIG);
+
+        mJobService.checkAnomalyConfig(mStatsManager);
+
+        verify(mStatsManager).addConfiguration(eq(StatsManagerConfig.ANOMALY_CONFIG_KEY), any());
+    }
+
+}