diff --git a/gerrit/projects.yaml b/gerrit/projects.yaml
index d500f682e6..082f1ff6ac 100755
--- a/gerrit/projects.yaml
+++ b/gerrit/projects.yaml
@@ -2781,6 +2781,7 @@
   description: Community created, open source training guides for OpenStack.
   options:
     - direct-release
+    - translate
 - project: openstack/training-labs
   description: Deploy multi node OpenStack on Virtual Machines.
 - project: openstack/transparency-policy
diff --git a/jenkins/jobs/projects.yaml b/jenkins/jobs/projects.yaml
index e59f3ae1ad..9a087f1d0a 100644
--- a/jenkins/jobs/projects.yaml
+++ b/jenkins/jobs/projects.yaml
@@ -6887,6 +6887,7 @@
 
     jobs:
       - openstack-doc-jobs
+      - translation-jobs
       - gate-{name}-tox-{envlist}:
           envlist: slides
 
diff --git a/jenkins/scripts/common_translation_update.sh b/jenkins/scripts/common_translation_update.sh
index 461960d082..8dc89b88ff 100644
--- a/jenkins/scripts/common_translation_update.sh
+++ b/jenkins/scripts/common_translation_update.sh
@@ -129,6 +129,23 @@ function setup_manuals {
         -f zanata.xml
 }
 
+# Setup a training-guides project for Zanata
+function setup_training_guides {
+    local project=$1
+    local version=${2:-master}
+
+    # Minimum amount of translation done, 75 % by default.
+    PERC=75
+
+    # Update the .pot file
+    tox -e generatepot-training
+
+    /usr/local/jenkins/slave_scripts/create-zanata-xml.py -p $project \
+        -v $version --srcdir doc/upstream-training/locale \
+        --txdir doc/upstream-training/locale \
+        -f zanata.xml
+}
+
 # Setup project so that git review works, sets global variable
 # COMMIT_MSG.
 function setup_review {
diff --git a/jenkins/scripts/propose_translation_update.sh b/jenkins/scripts/propose_translation_update.sh
index 618c6caa3f..c6690d3c4c 100755
--- a/jenkins/scripts/propose_translation_update.sh
+++ b/jenkins/scripts/propose_translation_update.sh
@@ -59,6 +59,19 @@ function propose_manuals {
     done
 }
 
+# Propose updates for training-guides
+function propose_training_guides {
+
+    # Pull updated translations from Zanata.
+    pull_from_zanata "$PROJECT"
+
+    # Compress downloaded po files
+    compress_po_files "doc/upstream-training"
+
+    # Add all changed files to git
+    git add doc/upstream-training/locale/*
+}
+
 function update_po_files {
 
     DIRECTORY=$1
@@ -183,6 +196,10 @@ case "$PROJECT" in
         setup_manuals "$PROJECT" "$ZANATA_VERSION"
         propose_manuals
         ;;
+    training-guides)
+        setup_training_guides "$ZANATA_VERSION"
+        propose_training_guides
+        ;;
     django_openstack_auth)
         setup_django_openstack_auth "$ZANATA_VERSION"
         propose_django_openstack_auth
diff --git a/jenkins/scripts/upstream_translation_update.sh b/jenkins/scripts/upstream_translation_update.sh
index 0927d65128..914f431c77 100755
--- a/jenkins/scripts/upstream_translation_update.sh
+++ b/jenkins/scripts/upstream_translation_update.sh
@@ -37,6 +37,9 @@ case "$PROJECT" in
         # POT file extraction is done in setup_manuals.
         setup_manuals "$PROJECT" "$ZANATA_VERSION"
         ;;
+    training-guides)
+        setup_training_guides "$ZANATA_VERSION"
+        ;;
     django_openstack_auth)
         setup_django_openstack_auth "$ZANATA_VERSION"
         extract_messages
diff --git a/zuul/layout.yaml b/zuul/layout.yaml
index 09650734f3..6381290021 100644
--- a/zuul/layout.yaml
+++ b/zuul/layout.yaml
@@ -9263,6 +9263,7 @@ projects:
   - name: openstack/training-guides
     template:
       - name: merge-check
+      - name: translation-jobs
     check:
       - gate-training-guides-tox-doc-publish-checkbuild
       - gate-training-guides-tox-slides