diff --git a/README.rst b/README.rst
index 90ddfc7b..26ca383e 100644
--- a/README.rst
+++ b/README.rst
@@ -184,3 +184,5 @@ Future Work
 - Move away from polling ElasticSearch to discover if its ready or not
 - Add nightly job to propose a patch to remove bug queries that return
   no hits -- Bug hasn't been seen in 2 weeks and must be closed
+- Store whether or not the job is non-voting in ElasticSearch so that we can
+  filter non-voting jobs from the uncategorized bugs page.
diff --git a/queries/1496424.yaml b/queries/1496424.yaml
new file mode 100644
index 00000000..62cd6e71
--- /dev/null
+++ b/queries/1496424.yaml
@@ -0,0 +1,5 @@
+query: >-
+  (message:"ERROR: unknown environment 'py27-constraints'" OR
+   message:"ERROR: unknown environment 'py34-constraints'") AND
+  tags:"console" AND
+  project:"openstack/neutron"