diff --git a/.travis.yml b/.travis.yml
index 72424902..6ede1baf 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,12 +1,52 @@
-language: generic
-sudo: required
-env:
-  matrix:
-    - NODE_VERSION=10.15.1
-      DOCKER_IMAGE=carto/nodejs-xenial-pg101:latest
-    - NODE_VERSION=10.15.1
-      DOCKER_IMAGE=carto/nodejs-xenial-pg1121:latest
+sudo: false
+
+language: node_js
+
 services:
-  - docker
-before_install: docker pull ${DOCKER_IMAGE}
-script: npm run test:docker
+  - redis-server
+
+env:
+  global:
+    - PGUSER=postgres
+    - PGDATABASE=postgres
+    - PGOPTIONS='-c client_min_messages=NOTICE'
+
+jobs:
+  include:
+    - env: POSTGRESQL_VERSION="10" POSTGIS_VERSION="2.4"
+      dist: xenial
+    - env: POSTGRESQL_VERSION="11" POSTGIS_VERSION="2.5"
+      dist: xenial
+    - env: POSTGRESQL_VERSION="12" POSTGIS_VERSION="3"
+      dist: bionic
+
+node_js:
+  - "10"
+
+install:
+ - npm ci
+
+script:
+  - if [[ $POSTGRESQL_VERSION == '10' ]]; then sudo add-apt-repository -y ppa:cartodb/gis; fi;
+  - sudo add-apt-repository -y ppa:cartodb/postgresql-$POSTGRESQL_VERSION
+  - sudo apt-get -q update
+  - sudo apt-get install -y --allow-unauthenticated --no-install-recommends --no-install-suggests postgresql-$POSTGRESQL_VERSION postgresql-client-$POSTGRESQL_VERSION postgresql-server-dev-$POSTGRESQL_VERSION postgresql-common postgresql-$POSTGRESQL_VERSION-postgis-$POSTGIS_VERSION postgresql-$POSTGRESQL_VERSION-postgis-$POSTGIS_VERSION-scripts postgis
+ # For pre12, install plpython2. For PG12 install plpython3
+  - if [[ $POSTGRESQL_VERSION != '12' ]]; then sudo apt-get install -y postgresql-plpython-$POSTGRESQL_VERSION python python-redis; else sudo apt-get install -y postgresql-plpython3-12 python3 python3-redis; fi;
+  - sudo pg_dropcluster --stop $POSTGRESQL_VERSION main
+  - sudo rm -rf /etc/postgresql/$POSTGRESQL_VERSION /var/lib/postgresql/$POSTGRESQL_VERSION /var/ramfs/postgresql/$POSTGRESQL_VERSION
+  - sudo pg_createcluster -u postgres $POSTGRESQL_VERSION main --start -p 5432 -- --auth-local trust
+
+  - git clone https://github.com/CartoDB/cartodb-postgresql.git
+  - cd cartodb-postgresql && make && sudo make install && cd ..
+
+  - createdb template_postgis
+  - psql -c "CREATE EXTENSION postgis" template_postgis
+  - if [[ $POSTGRESQL_VERSION == '12' ]]; then psql -c "CREATE EXTENSION postgis_raster" template_postgis; fi;
+
+  - cp config/environments/test.js.example config/environments/test.js
+  - npm test
+
+after_failure:
+  - pg_lsclusters
+  - sudo cat /var/log/postgresql/postgresql-$POSTGRESQL_VERSION-main.log