diff --git a/elements/fedora/bin/map-packages b/elements/fedora/bin/map-packages
index 5788e22d..62d6974f 100755
--- a/elements/fedora/bin/map-packages
+++ b/elements/fedora/bin/map-packages
@@ -58,6 +58,7 @@ package_map = {
     'apache2': 'httpd',
     'libapache2-mod-wsgi': 'mod_wsgi',
     'libffi-dev': 'libffi-devel',
+    'gearman-job-server': 'gearmand',
     }
 
 for arg in sys.argv[1:]:
diff --git a/elements/rhel/bin/map-packages b/elements/rhel/bin/map-packages
index 35f52494..d14802a2 100755
--- a/elements/rhel/bin/map-packages
+++ b/elements/rhel/bin/map-packages
@@ -28,6 +28,7 @@ package_map = {
     'default-jre': 'java-1.7.0-openjdk',
     'tftpd-hpa' : 'tftp-server',
     'libffi-dev': 'libffi-devel',
+    'gearman-job-server': 'gearmand',
     }
 
 for arg in sys.argv[1:]: