diff --git a/site-modules/profile/templates/swh/deploy/journal/swh-journal-publisher.service.erb b/site-modules/profile/templates/swh/deploy/journal/swh-journal-publisher.service.erb
index f7d72b3c..cfe668ed 100644
--- a/site-modules/profile/templates/swh/deploy/journal/swh-journal-publisher.service.erb
+++ b/site-modules/profile/templates/swh/deploy/journal/swh-journal-publisher.service.erb
@@ -1,19 +1,19 @@
 # Journal Publisher unit file
 # Managed by puppet class profile::swh::deploy::journal_publisher
 # Changes will be overwritten
 
 [Unit]
 Description=Software Heritage Journal Publisher
 Requires=network.target kafka.service
 After=network.target kafka.service
 
 [Service]
 User=<%= @user %>
 Group=<%= @group %>
 Type=simple
-ExecStart=/usr/bin/python3 -m swh.journal.publisher
+ExecStart=/usr/bin/swh-journal publisher --config-file <%= @conf_file %>
 Restart=always
 RestartSec=5s
 
 [Install]
 WantedBy=multi-user.target