diff --git a/dsl/flatpak_jobs.groovy b/dsl/flatpak_jobs.groovy
--- a/dsl/flatpak_jobs.groovy
+++ b/dsl/flatpak_jobs.groovy
@@ -8,7 +8,7 @@
 	def jobName = "${it.name}_flatpak"
 
 	// Read in the necessary Pipeline template
-	def pipelineTemplate = readFileFromWorkspace("flatpak/generic-build.pipeline")
+	def pipelineTemplate = readFileFromWorkspace("${it.script}")
 	// Now we can construct our Pipeline script
 	// We append a series of variables to the top of it to provide a variety of useful information to the otherwise templated script
 	// These appended variables are what makes one build different to the next, aside from the template which was used
diff --git a/flatpak/gather-jobs.py b/flatpak/gather-jobs.py
--- a/flatpak/gather-jobs.py
+++ b/flatpak/gather-jobs.py
@@ -65,15 +65,22 @@
 		jobDescription = "{0} nightly build for Flatpak".format( manifest['id'] )
 		
 		# Add it to the list of jobs to be built
-		jobEntry = {
+		jobsGathered.append( {
 			'name': jobName,
 			'description': jobDescription,
 			'manifest': manifestPath,
 			'repositoryUrl': repositoryUrl,
-			'branch': manifest['branch']
-		}
-
-		jobsGathered.append( jobEntry )
+			'branch': manifest['branch'],
+			'script': 'generic-build.pipeline'
+		})
+		jobsGathered.append( {
+			'name': jobName + "_arm",
+			'description': jobDescription,
+			'manifest': manifestPath,
+			'repositoryUrl': repositoryUrl,
+			'branch': manifest['branch'],
+			'script': 'build-arm.pipeline'
+		})
 
 	# Otherwise maybe it could be a remote Flatpak manifest?
 	if entry.name.endswith('remoteapp'):