diff --git a/.travis.yml b/.travis.yml
index 065c60b2..4c73dd49 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,17 +1,19 @@
 sudo: required
-dist: trusty
+dist: xenial
+addons:
+  apt:
+    packages:
+      - chromium-browser
 language: ruby
 cache: bundler
 rvm:
-  - 2.5.0@osem --ignore-gemsets
 branches:
   except:
     - /^depfu/.*$/
 before_install:
   - "echo 'gem: --no-ri --no-rdoc' > ~/.gemrc"
-  - "echo `phantomjs -v`"
-addons:
-  chrome: stable
+  - gem uninstall -v '>= 2' -i $(rvm gemdir)@global -ax bundler || true
+  - gem install bundler -v $(tail -n 1 Gemfile.lock)
 notifications:
   email:
     on_success: change
@@ -23,6 +25,7 @@ notifications:
     on_failure: change
 before_script:
   - RAILS_ENV=test bundle exec rake db:bootstrap --trace
+  - RAILS_ENV=test bundle exec bin/rails webdrivers:chromedriver:update
 script:
   - "./travis_script.sh $TEST_SUITE"
 env:
diff --git a/Dockerfile.base b/Dockerfile.base
index c8f45c6c..9e274751 100644
--- a/Dockerfile.base
+++ b/Dockerfile.base
@@ -1,15 +1,5 @@
 FROM opensuse/leap:15
 
-# Import google packaging key for chrome
-COPY google-packaging.key /tmp
-RUN rpm --import /tmp/google-packaging.key
-
-# Enable/Disable the repositories we need/don't need
-RUN zypper rr openSUSE-Leap-15.0-Non-Oss openSUSE-Leap-15.0-Update-Non-Oss; \
-    zypper ar -f https://download.opensuse.org/repositories/devel:/tools/openSUSE_Leap_15.0/devel:tools.repo; \
-    zypper ar -f http://dl.google.com/linux/chrome/rpm/stable/x86_64 google-chrome; \
-    zypper --gpg-auto-import-keys refresh
-
 # Install our requirements
 RUN zypper -n install --no-recommends \
     # for compiling assets/gems
@@ -23,13 +13,11 @@ RUN zypper -n install --no-recommends \
     # for nokogiri
     libxml2-devel libxslt-devel \
     # for the interactive shell
-    ack curl wget w3m vim \
-    # for running our tests
-    phantomjs which \
+    ack curl wget w3m vim which \
     # as ruby
     ruby2.5-devel \
     # as browser for feature tests
-    google-chrome-stable
+    chromium
 
 # Setup sudo
 RUN echo 'osem ALL=(ALL) NOPASSWD: ALL' >> /etc/sudoers
diff --git a/Gemfile b/Gemfile
index 43fcbbd0..b6dadb1e 100644
--- a/Gemfile
+++ b/Gemfile
@@ -244,12 +244,11 @@ end
 group :test do
   # as test framework
   gem 'capybara'
-  gem 'chromedriver-helper'
   gem 'database_cleaner'
   gem 'geckodriver-helper'
   gem 'rspec-rails'
-  gem 'selenium-webdriver'
   gem 'transactional_capybara'
+  gem 'webdrivers'
   # for measuring test coverage
   gem 'codecov', require: false
   # for describing models
diff --git a/Gemfile.lock b/Gemfile.lock
index 96260113..7d5a65b8 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -93,13 +93,13 @@ GEM
     builder (3.2.3)
     byebug (11.0.1)
     cancancan (2.3.0)
-    capybara (3.16.2)
+    capybara (3.26.0)
       addressable
       mini_mime (>= 0.1.3)
       nokogiri (~> 1.8)
       rack (>= 1.6.0)
       rack-test (>= 0.6.3)
-      regexp_parser (~> 1.2)
+      regexp_parser (~> 1.5)
       xpath (~> 3.2)
     carrierwave (1.3.1)
       activemodel (>= 4.0.0)
@@ -112,11 +112,8 @@ GEM
     case_transform (0.2)
       activesupport
     chartkick (3.2.0)
-    childprocess (0.9.0)
-      ffi (~> 1.0, >= 1.0.11)
-    chromedriver-helper (2.1.1)
-      archive-zip (~> 0.10)
-      nokogiri (~> 1.8)
+    childprocess (1.0.1)
+      rake (< 13.0)
     chronic (0.10.2)
     chunky_png (1.3.11)
     climate_control (0.2.0)
@@ -285,7 +282,7 @@ GEM
       open4 (~> 1.3.4)
       rake
     mini_magick (4.9.3)
-    mini_mime (1.0.1)
+    mini_mime (1.0.2)
     mini_portile2 (2.4.0)
     minitest (5.11.3)
     momentjs-rails (2.20.1)
@@ -376,7 +373,7 @@ GEM
       method_source (~> 0.8.1)
       slop (~> 3.4)
     psych (3.1.0)
-    public_suffix (3.0.3)
+    public_suffix (3.1.1)
     puma (3.12.1)
     rack (2.0.7)
     rack-openid (1.3.1)
@@ -449,7 +446,7 @@ GEM
     recaptcha (4.14.0)
       json
     redcarpet (3.4.0)
-    regexp_parser (1.4.0)
+    regexp_parser (1.6.0)
     request_store (1.4.1)
       rack (>= 1.4)
     responders (2.4.1)
@@ -521,8 +518,8 @@ GEM
       ffi (~> 1.9)
       rake
     selectize-rails (0.12.6)
-    selenium-webdriver (3.141.0)
-      childprocess (~> 0.5)
+    selenium-webdriver (3.142.3)
+      childprocess (>= 0.5, < 2.0)
       rubyzip (~> 1.2, >= 1.2.2)
     sexp_processor (4.11.0)
     shellany (0.0.1)
@@ -591,6 +588,10 @@ GEM
       activemodel (>= 5.0)
       bindex (>= 0.4.0)
       railties (>= 5.0)
+    webdrivers (4.1.0)
+      nokogiri (~> 1.6)
+      rubyzip (~> 1.0)
+      selenium-webdriver (>= 3.0, < 4.0)
     webmock (3.5.1)
       addressable (>= 2.3.6)
       crack (>= 0.3.2)
@@ -626,7 +627,6 @@ DEPENDENCIES
   carrierwave
   carrierwave-bombshelter
   chartkick
-  chromedriver-helper
   climate_control
   cloudinary
   cocoon
@@ -703,7 +703,6 @@ DEPENDENCIES
   ruby-oembed
   sass-rails (>= 4.0.2)
   selectize-rails
-  selenium-webdriver
   shoulda-matchers
   skylight
   spring-commands-rspec
@@ -718,6 +717,7 @@ DEPENDENCIES
   uglifier (>= 1.3.0)
   unobtrusive_flash (>= 3)
   web-console
+  webdrivers
   webmock
   whenever
 
diff --git a/spec/spec_helper.rb b/spec/spec_helper.rb
index e49e18c6..d568235e 100644
--- a/spec/spec_helper.rb
+++ b/spec/spec_helper.rb
@@ -14,6 +14,8 @@ require File.expand_path('../../config/environment', __FILE__)
 
 require 'rspec/rails'
 require 'shoulda/matchers'
+require 'webdrivers'
+
 # To avoid confusion on missed migrations - use Rails 4 checker to ensure
 # all migrations applied
 ActiveRecord::Migration.maintain_test_schema!
@@ -21,8 +23,6 @@ ActiveRecord::Migration.maintain_test_schema!
 # Keep capybara and the database on the same page
 require 'transactional_capybara/rspec'
 
-require 'selenium/webdriver'
-
 # Adds rspec helper provided by paper_trail
 # makes it easier to control when PaperTrail is enabled during testing.
 require 'paper_trail/frameworks/rspec'