diff --git a/.travis.yml b/.travis.yml
index 76c2830b0..0bc0d3329 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -18,141 +18,163 @@ branches:
     - /^\d+\.\d+\.x$/
     - /^test-.*$/
 
-stages:
-  # Normal stage always executed (including PR) except pushes on master
-  - name: test
-    if: NOT (type = push AND branch = master)
-  # Restricted stage executed only for pushes on master
-  - name: test-master
-    if: type = push AND branch = master
-  # Extended stage executed on cron jobs an push on non-master branches
-  - name: test-extended
-    if: type = cron OR (type = push AND branch != master)
+# Normal job always executed (including PR) except pushes on master
+not-on-master: &not-on-master
+  if: NOT (type = push AND branch = master)
+
+# Extended job executed on cron jobs and pushes on non-master branches
+extended-pipeline: &extended-pipeline
+  if: type = cron OR (type = push AND branch != master)
 
 matrix:
   include:
-    # Jobs attached to the test stage
-    - stage: test
-      python: "2.7"
+    # Main pipeline
+    - python: "2.7"
       env: BOULDER_INTEGRATION=v1 INTEGRATION_TEST=all TOXENV=py27_install
       sudo: required
       services: docker
+      <<: *not-on-master
     - python: "2.7"
       env: BOULDER_INTEGRATION=v2 INTEGRATION_TEST=all TOXENV=py27_install
       sudo: required
       services: docker
+      <<: *not-on-master
+
+    # This job is always executed, including on master
     - python: "2.7"
       env: TOXENV=py27-cover FYI="py27 tests + code coverage"
+
     - sudo: required
       env: TOXENV=nginx_compat
       services: docker
       before_install:
       addons:
+      <<: *not-on-master
     - python: "2.7"
       env: TOXENV=lint
+      <<: *not-on-master
     - python: "3.4"
       env: TOXENV=mypy
+      <<: *not-on-master
     - python: "3.5"
       env: TOXENV=mypy
+      <<: *not-on-master
     - python: "2.7"
       env: TOXENV='py27-{acme,apache,certbot,dns,nginx,postfix}-oldest'
       sudo: required
       services: docker
+      <<: *not-on-master
     - python: "3.4"
       env: TOXENV=py34
       sudo: required
       services: docker
+      <<: *not-on-master
     - python: "3.7"
       dist: xenial
       env: TOXENV=py37
       sudo: required
       services: docker
+      <<: *not-on-master
     - sudo: required
       env: TOXENV=apache_compat
       services: docker
       before_install:
       addons:
+      <<: *not-on-master
     - sudo: required
       env: TOXENV=le_auto_trusty
       services: docker
       before_install:
       addons:
+      <<: *not-on-master
     - python: "2.7"
       env: TOXENV=apacheconftest-with-pebble
       sudo: required
       services: docker
+      <<: *not-on-master
     - python: "2.7"
       env: TOXENV=nginxroundtrip
+      <<: *not-on-master
 
-    # Jobs attached to the test-master stage
-    - stage: test-master
-      python: "2.7"
-      env: TOXENV=py27-cover FYI="py27 tests + code coverage"
-
-    # Jobs attached to the test-extended stage
-    - stage: test-extended
-      python: "3.7"
+    # Extended pipeline on cron jobs and push to test-* branches
+    - python: "3.7"
       dist: xenial
       env: TOXENV=py37 CERTBOT_NO_PIN=1
+      <<: *extended-pipeline
     - python: "2.7"
       env: BOULDER_INTEGRATION=v1 INTEGRATION_TEST=certbot TOXENV=py27-certbot-oldest
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "2.7"
       env: BOULDER_INTEGRATION=v2 INTEGRATION_TEST=certbot TOXENV=py27-certbot-oldest
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "2.7"
       env: BOULDER_INTEGRATION=v1 INTEGRATION_TEST=nginx TOXENV=py27-nginx-oldest
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "2.7"
       env: BOULDER_INTEGRATION=v2 INTEGRATION_TEST=nginx TOXENV=py27-nginx-oldest
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "3.4"
       env: TOXENV=py34 BOULDER_INTEGRATION=v1
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "3.4"
       env: TOXENV=py34 BOULDER_INTEGRATION=v2
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "3.5"
       env: TOXENV=py35 BOULDER_INTEGRATION=v1
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "3.5"
       env: TOXENV=py35 BOULDER_INTEGRATION=v2
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "3.6"
       env: TOXENV=py36 BOULDER_INTEGRATION=v1
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "3.6"
       env: TOXENV=py36 BOULDER_INTEGRATION=v2
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "3.7"
       dist: xenial
       env: TOXENV=py37 BOULDER_INTEGRATION=v1
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - python: "3.7"
       dist: xenial
       env: TOXENV=py37 BOULDER_INTEGRATION=v2
       sudo: required
       services: docker
+      <<: *extended-pipeline
     - sudo: required
       env: TOXENV=le_auto_xenial
       services: docker
+      <<: *extended-pipeline
     - sudo: required
       env: TOXENV=le_auto_jessie
       services: docker
+      <<: *extended-pipeline
     - sudo: required
       env: TOXENV=le_auto_centos6
       services: docker
+      <<: *extended-pipeline
     - sudo: required
       env: TOXENV=docker_dev
       services: docker
@@ -160,6 +182,7 @@ matrix:
         apt:
           packages:  # don't install nginx and apache
             - libaugeas0
+      <<: *extended-pipeline
     - language: generic
       env: TOXENV=py27
       os: osx
@@ -168,6 +191,7 @@ matrix:
           packages:
             - augeas
             - python2
+      <<: *extended-pipeline
     - language: generic
       env: TOXENV=py3
       os: osx
@@ -176,6 +200,7 @@ matrix:
           packages:
             - augeas
             - python3
+      <<: *extended-pipeline
 
 # container-based infrastructure
 sudo: false