diff --git a/app/jobs/deploy_job.rb b/app/jobs/deploy_job.rb
index b241f25c..e018533c 100644
--- a/app/jobs/deploy_job.rb
+++ b/app/jobs/deploy_job.rb
@@ -5,6 +5,8 @@ class DeployJob < ApplicationJob
   class DeployException < StandardError; end
   class DeployTimedOutException < DeployException; end
 
+  discard_on ActiveRecord::RecordNotFound
+
   # rubocop:disable Metrics/MethodLength
   def perform(site, notify: true, time: Time.now, output: false)
     @output = output