diff --git a/dsl/flatpak_jobs.groovy b/dsl/flatpak_jobs.groovy
--- a/dsl/flatpak_jobs.groovy
+++ b/dsl/flatpak_jobs.groovy
@@ -56,6 +56,59 @@
 	}
 }
 
+knownJobs.each {
+	// Save our job name for later
+	def jobName = "${it.name}_flatpak_arm"
+
+	// Read in the necessary Pipeline template
+	def pipelineTemplate = readFileFromWorkspace("flatpak/build-arm.pipeline")
+	// Now we can construct our Pipeline script
+	// We append a series of variables to the top of it to provide a variety of useful information to the otherwise templated script
+	// These appended variables are what makes one build different to the next, aside from the template which was used
+	def pipelineScript = """
+		|def manifest = "${it.manifest}"
+		|def repositoryUrl = "${it.repositoryUrl}"
+		|def branchToBuild = "${it.branch}"
+
+		|${pipelineTemplate}""".stripMargin()
+
+	// Actually create the job now
+	pipelineJob( jobName ) {
+		properties {
+			// We don't want to keep build results forever
+			// We'll set it to keep the last 10 builds and discard everything else
+			buildDiscarder {
+				strategy {
+					logRotator {
+						numToKeepStr("5")
+						daysToKeepStr('')
+						artifactDaysToKeepStr('')
+						artifactNumToKeepStr('')
+					}
+				}
+			}
+			// We don't want to be building the same project more than once
+			// This is to prevent one project hogging resources
+			// And also has a practical component as otherwise an older build could finish afterwards and upload old build results
+			disableConcurrentBuilds()
+		}
+		triggers {
+			// We want to automatically check for changes and trigger a build once a day
+			pollSCM {
+				scmpoll_spec('@daily')
+				ignorePostCommitHooks(true)
+			}
+		}
+		// This is where the Pipeline script actually happens :)
+		definition {
+			cps {
+				script( pipelineScript )
+				sandbox()
+			}
+		}
+	}
+}
+
 // Additionally, the ARM builds are done separately, but need periodic publishing, so create a job to do just that
 pipelineScript = readFileFromWorkspace("flatpak/publish-arm.pipeline")