diff --git a/jenkins/jobs/translation-jobs.yaml b/jenkins/jobs/translation-jobs.yaml
index 9e84cdd5dd..dbf1249769 100644
--- a/jenkins/jobs/translation-jobs.yaml
+++ b/jenkins/jobs/translation-jobs.yaml
@@ -31,6 +31,23 @@
 
     node: 'proposal'
 
+- job-template:
+    name: '{name}-propose-translation-update-zanta'
+
+    builders:
+      - revoke-sudo
+      - branch-git-prep:
+          branch: master
+      - shell: |
+          #!/bin/bash -xe
+          /usr/local/jenkins/slave_scripts/propose_translation_update.sh {name} zanata
+
+    publishers:
+      - console-log
+      - proposal-slave-cleanup
+
+    node: 'proposal'
+
 - job:
     name: 'django_openstack_auth-upstream-translation-update'
 
@@ -64,6 +81,23 @@
 
     node: 'proposal'
 
+- job:
+    name: 'django_openstack_auth-propose-translation-update-zanata'
+
+    builders:
+      - revoke-sudo
+      - branch-git-prep:
+          branch: master
+      - shell: |
+          #!/bin/bash -xe
+          /usr/local/jenkins/slave_scripts/propose_translation_update_django_openstack_auth.sh zanata
+
+    publishers:
+      - console-log
+      - proposal-slave-cleanup
+
+    node: 'proposal'
+
 - job:
     name: 'horizon-upstream-translation-update'
 
diff --git a/jenkins/scripts/common_translation_update.sh b/jenkins/scripts/common_translation_update.sh
index e9fba0f0b5..cd3043e4c7 100644
--- a/jenkins/scripts/common_translation_update.sh
+++ b/jenkins/scripts/common_translation_update.sh
@@ -200,10 +200,11 @@ function setup_manuals {
 # Setup project so that git review works, sets global variable
 # COMMIT_MSG.
 function setup_review {
+    local TRANSLATION_SOFTWARE=${1:-Transifex}
     FULL_PROJECT=$(grep project .gitreview  | cut -f2 -d= |sed -e 's/\.git$//')
     set +e
     read -d '' COMMIT_MSG <<EOF
-Imported Translations from Transifex
+Imported Translations from $TRANSLATION_SOFTWARE
 
 For more information about this automatic import see:
 https://wiki.openstack.org/wiki/Translations/Infrastructure
@@ -481,3 +482,18 @@ function pull_from_transifex {
     # download new files.
     tx pull -f
 }
+
+function pull_from_zanata {
+    local base_dir=$1
+
+    # Download all files that are at least 75% translated.
+    zanata-cli -B -e pull --min-doc-percent 75
+
+    # Work out existing locales, and only pull them. This will download
+    # updates for existing translations that don't meet the 75% translated
+    # criterion.
+    locales=$(ls $base_dir/locale | grep -v pot | tr '\n' ',' | sed 's/,$//')
+    if [ -n "$locales" ]; then
+        zanata-cli -B -e pull -l $locales
+    fi
+}
diff --git a/jenkins/scripts/propose_translation_update.sh b/jenkins/scripts/propose_translation_update.sh
index b7834d7e20..c7f9700e2c 100755
--- a/jenkins/scripts/propose_translation_update.sh
+++ b/jenkins/scripts/propose_translation_update.sh
@@ -13,6 +13,11 @@
 # under the License.
 
 PROJECT=$1
+SOFTWARE="Transifex"
+
+if [ -n "$2" -a "$2" = "zanata" ]; then
+    SOFTWARE="Zanata"
+fi
 
 source /usr/local/jenkins/slave_scripts/common_translation_update.sh
 
@@ -20,7 +25,7 @@ source /usr/local/jenkins/slave_scripts/common_translation_update.sh
 setup_git
 
 # Check whether a review already exists, setup review commit message.
-setup_review
+setup_review "$SOFTWARE"
 # Setup basic connection for transifex.
 setup_translation
 # Project specific transifex setup.
@@ -31,8 +36,15 @@ setup_loglevel_vars
 # Project specific transifex setup for log translations.
 setup_loglevel_project "$PROJECT"
 
-# Pull updated translations from Transifex.
-pull_from_transifex
+# Pull updated translations from Transifex, or Zanata.
+case "$SOFTWARE" in
+    Transifex)
+        pull_from_transifex
+        ;;
+    Zanata)
+        pull_from_zanata "$PROJECT"
+        ;;
+esac
 
 # Extract all messages from project, including log messages.
 extract_messages_log "$PROJECT"
diff --git a/jenkins/scripts/propose_translation_update_django_openstack_auth.sh b/jenkins/scripts/propose_translation_update_django_openstack_auth.sh
index 2d999cd42c..523b0d8d31 100755
--- a/jenkins/scripts/propose_translation_update_django_openstack_auth.sh
+++ b/jenkins/scripts/propose_translation_update_django_openstack_auth.sh
@@ -12,21 +12,32 @@
 # License for the specific language governing permissions and limitations
 # under the License.
 
-COMMIT_MSG="Imported Translations from Transifex"
+SOFTWARE="Transifex"
+
+if [ -n "$1" -a "$1" = "zanata" ]; then
+    SOFTWARE="Zanata"
+fi
 
 source /usr/local/jenkins/slave_scripts/common_translation_update.sh
 
 setup_git
 
-setup_review
+setup_review "$SOFTWARE"
 
 # Setup basic connection for transifex.
 setup_translation
 
 setup_django_openstack_auth
 
-# Pull updated translations from Transifex.
-pull_from_transifex
+# Pull updated translations from Transifex, or Zanata.
+case "$SOFTWARE" in
+    Transifex)
+        pull_from_transifex
+        ;;
+    Zanata)
+        pull_from_zanata "openstack_auth"
+        ;;
+esac
 
 # Update the .pot file
 python setup.py extract_messages