diff --git a/jenkins/Jenkinsfile b/jenkins/Jenkinsfile
new file mode 100644
index 000000000..59a055be8
--- /dev/null
+++ b/jenkins/Jenkinsfile
@@ -0,0 +1,84 @@
+pipeline {
+    agent none
+
+    options {
+        timestamps()
+        ansiColor('xterm')
+    }
+
+    stages {
+        stage("Functional Testing") {
+            parallel {
+                stage('Fedora 31 base') {
+                    agent {
+                        label "fedora31"
+                    }
+                    environment {
+                        TEST_TYPE = "base"
+                    }
+                    steps {
+                        sh "jenkins/run_tests.sh"
+                    }
+                }
+                stage('Fedora 31 image') {
+                    agent {
+                        label "fedora31"
+                    }
+                    environment {
+                        TEST_TYPE = "image"
+                    }
+                    steps {
+                        sh "jenkins/run_tests.sh"
+                    }
+                }
+                stage('Fedora 32 base') {
+                    agent {
+                        label "fedora32"
+                    }
+                    environment {
+                        TEST_TYPE = "base"
+                    }
+                    steps {
+                        sh "jenkins/run_tests.sh"
+                    }
+                }
+                stage('Fedora 32 image') {
+                    agent {
+                        label "fedora32"
+                    }
+                    environment {
+                        TEST_TYPE = "image"
+                    }
+                    steps {
+                        sh "jenkins/run_tests.sh"
+                    }
+                }
+                stage('RHEL 8.2 base') {
+                    agent {
+                        label "rhel82"
+                    }
+                    environment {
+                        TEST_TYPE = "base"
+                    }
+                    steps {
+                        sh "jenkins/run_tests.sh"
+                    }
+                }
+                // Disable RHEL 8.3 image testing for now until we work out the
+                // QEMU issues there.
+                //
+                // stage('RHEL 8.2 image') {
+                //     agent {
+                //         label "rhel82"
+                //     }
+                //     environment {
+                //         TEST_TYPE = "image"
+                //     }
+                //     steps {
+                //         sh "jenkins/run_tests.sh"
+                //     }
+                // }
+            }
+        }
+    }
+}
diff --git a/jenkins/run_tests.sh b/jenkins/run_tests.sh
old mode 100644
new mode 100755
index bfbaf3950..730710208
--- a/jenkins/run_tests.sh
+++ b/jenkins/run_tests.sh
@@ -1,6 +1,10 @@
 #!/bin/bash
 set -euxo pipefail
 
+# Create temporary directories for Ansible.
+sudo mkdir -vp /opt/ansible_{local,remote}
+sudo chmod -R 777 /opt/ansible_{local,remote}
+
 # Restart systemd to work around some Fedora issues in cloud images.
 sudo systemctl restart systemd-journald