diff --git a/Dockerfile b/Dockerfile
index 78e85ff..2c7d33f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -12,7 +12,7 @@ RUN apt-get update \
   && wget https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb \
     && dpkg -i google-chrome-stable_current_amd64.deb \
     && rm google-chrome-stable_current_amd64.deb \
-  && pip3 install GitPython idna PyYAML beautifulsoup4==4.6.0 requests==2.18.4 responses==0.9.0 selenium==3.11.0 smmap2==2.0.3 urllib3==1.22 google-cloud-datastore==1.7.0 \
+  && pip3 install GitPython idna PyYAML beautifulsoup4==4.6.0 requests==2.18.4 responses==0.9.0 selenium==3.11.0 smmap2==2.0.3 urllib3==1.22 google-cloud-datastore==1.7.0 tenacity==5.0.2 \
   && wget https://chromedriver.storage.googleapis.com/2.38/chromedriver_linux64.zip \
     && unzip chromedriver_linux64.zip \
     && rm chromedriver_linux64.zip \
diff --git a/spider.py b/spider.py
index c6f83b1..324bc36 100644
--- a/spider.py
+++ b/spider.py
@@ -18,11 +18,13 @@ from urllib.parse import urlparse
 
 import requests
 import yaml
+import tenacity
 
 from bs4 import BeautifulSoup
 from git import Repo
 from selenium import webdriver
 from google.cloud import datastore
+from google.api_core.exceptions import Aborted
 from google.api_core.exceptions import InvalidArgument
 
 
@@ -713,6 +715,8 @@ def check_site(entry):
     return result
 
 
+@tenacity.retry(wait=tenacity.wait_exponential(),
+                retry=tenacity.retry_if_exception_type(Aborted))
 def get_job_from_queue():
     """
     Returns a URL from the queue