diff --git a/.gitlab/ci/gitlab.images.yml b/.gitlab/ci/gitlab.images.yml
index 4180ab0..45f1ae1 100644
--- a/.gitlab/ci/gitlab.images.yml
+++ b/.gitlab/ci/gitlab.images.yml
@@ -16,7 +16,7 @@ gitlab:
         POSTGRESQL: ['11', '12', '13']
         GOLANG: ['1.17', '1.18']
         NODE: ['16.14']
-        CHROME: ['94', '101']
+        CHROME: ['99', '101']
 
 # Used by GitLab's compile-production-assets and compile-test-assets jobs
 gitlab-assets:
diff --git a/Dockerfile.custom b/Dockerfile.custom
index 79e4ffe..90065f6 100644
--- a/Dockerfile.custom
+++ b/Dockerfile.custom
@@ -35,9 +35,8 @@ RUN if [ -n "$GIT_VERSION" ]; then /scripts/install-git && git --version; fi
 
 # Chrome
 ARG CHROME_VERSION
-ARG CHROME_DRIVER_VERSION
 
-RUN if [ -n "$CHROME_VERSION" ]; then /scripts/install-chrome $CHROME_VERSION $CHROME_DRIVER_VERSION && ( google-chrome --version || chromium --version ); fi
+RUN if [ -n "$CHROME_VERSION" ]; then /scripts/install-chrome $CHROME_VERSION && ( google-chrome --version || chromium --version ); fi
 
 # NodeJS and Yarn
 ARG NODE_INSTALL_VERSION
diff --git a/scripts/install-chrome b/scripts/install-chrome
index a7135fb..a17c100 100755
--- a/scripts/install-chrome
+++ b/scripts/install-chrome
@@ -15,47 +15,48 @@ function build_debian() {
     fi
 
     CHROME_VERSION=${1:-99.0.4844.74-1}
-    CHROME_DRIVER_VERSION=${2:-99.0.4844.51}
     # We hard code the URL rather than using $CI_API_V4_URL $CI_PROJECT_ID,
     # because we would need to forward those variables
     CHROME_DOWNLOAD_URL_BASE="https://gitlab.com/api/v4/projects/1075790/packages/generic/google-chrome-stable"
     export DEBIAN_FRONTEND=noninteractive
 
     curl -sS -L https://dl.google.com/linux/linux_signing_key.pub | apt-key add -
-    echo "deb http://dl.google.com/linux/chrome/deb/ stable main" > /etc/apt/sources.list.d/google.list
+    echo "deb http://dl.google.com/linux/chrome/deb/ stable main" >/etc/apt/sources.list.d/google.list
 
     apt-get update -q -y
 
-# Download from our package registry if we can't find the package in the apt repository
-echo "Searching for $CHROME_VERSION in apt repository"
-CHECK_VERSION=$(apt-cache show google-chrome-stable | grep Version | grep "$CHROME_VERSION") || true
+    # Download from our package registry if we can't find the package in the apt repository
+    echo "Searching for $CHROME_VERSION in apt repository"
+    CHECK_VERSION=$(apt-cache show google-chrome-stable | grep Version | grep "$CHROME_VERSION") || true
 
-apt-cache policy google-chrome-stable
+    apt-cache policy google-chrome-stable
 
-if [[ -z $CHECK_VERSION ]]; then
-    CHROME_DEB="google-chrome-stable_${CHROME_VERSION}_$(dpkg --print-architecture).deb"
-    CHROME_URL="${CHROME_DOWNLOAD_URL_BASE}/${CHROME_VERSION}/${CHROME_DEB}"
-    echo "Downloading from our Package registry: $CHROME_URL"
-    curl --silent --show-error --fail -O $CHROME_URL
-    dpkg -i ./$CHROME_DEB || true
-    apt-get install -f -y
-    rm -f $CHROME_DEB
-else
-    echo "Installing via apt-get"
-    apt-get install -y google-chrome-stable=$CHROME_VERSION
-fi
+    if [[ -z $CHECK_VERSION ]]; then
+        CHROME_DEB="google-chrome-stable_${CHROME_VERSION}_$(dpkg --print-architecture).deb"
+        CHROME_URL="${CHROME_DOWNLOAD_URL_BASE}/${CHROME_VERSION}/${CHROME_DEB}"
+        echo "Downloading from our Package registry: $CHROME_URL"
+        curl --silent --show-error --fail -O $CHROME_URL
+        dpkg -i ./$CHROME_DEB || true
+        apt-get install -f -y
+        rm -f $CHROME_DEB
+    else
+        echo "Installing via apt-get"
+        apt-get install -y google-chrome-stable=$CHROME_VERSION
+    fi
 
-rm -rf /var/lib/apt/lists/*
+    rm -rf /var/lib/apt/lists/*
 
-# Install ChromeDriver
-wget -q https://chromedriver.storage.googleapis.com/$CHROME_DRIVER_VERSION/chromedriver_linux64.zip
-unzip chromedriver_linux64.zip -d /usr/local/bin
-rm -f chromedriver_linux64.zip
+    # Install ChromeDriver
+    CHROME_VERSION_BASE=$(echo $CHROME_VERSION | awk -F "." '{print $1 "." $2 "." $3}')
+    CHROME_DRIVER_VERSION=$(curl -q https://chromedriver.storage.googleapis.com/LATEST_RELEASE_$CHROME_VERSION_BASE)
+    wget -q https://chromedriver.storage.googleapis.com/$CHROME_DRIVER_VERSION/chromedriver_linux64.zip
+    unzip chromedriver_linux64.zip -d /usr/local/bin
+    rm -f chromedriver_linux64.zip
 
-apt-get autoremove -yq
-apt-get clean -yqq
-rm -rf /var/lib/apt/lists/*
-rm -rf /etc/apt/sources.list.d/google*.list
+    apt-get autoremove -yq
+    apt-get clean -yqq
+    rm -rf /var/lib/apt/lists/*
+    rm -rf /etc/apt/sources.list.d/google*.list
 }
 
 BUILD_OS=${BUILD_OS:-debian}
diff --git a/scripts/lib/custom-docker-build b/scripts/lib/custom-docker-build
index 9162ba8..e045d4a 100755
--- a/scripts/lib/custom-docker-build
+++ b/scripts/lib/custom-docker-build
@@ -45,26 +45,18 @@ function print_golang_args() {
 # You may need to bump the version in scripts/install-chrome.
 function print_chrome_args() {
     case "$1" in
-        94|94.0)
-            CHROME_VERSION=94.0.4606.81-1
-            CHROME_DRIVER_VERSION=94.0.4606.113
-            ;;
-        97|97.0)
-            CHROME_VERSION=97.0.4692.99-1
-            CHROME_DRIVER_VERSION=97.0.4692.71
-            ;;
         99|99.0)
             CHROME_VERSION=99.0.4844.74-1
-            CHROME_DRIVER_VERSION=99.0.4844.51
             ;;
         101|101.0)
             CHROME_VERSION=101.0.4951.64-1
-            CHROME_DRIVER_VERSION=101.0.4951.41
+            ;;
+        103|103.0)
+            CHROME_VERSION=103.0.5060.53-1
             ;;
         *) echo "Unknown chrome version $1"; exit 1;
     esac
     printf -- "--build-arg CHROME_VERSION=%s " "$CHROME_VERSION"
-    printf -- "--build-arg CHROME_DRIVER_VERSION=%s " "$CHROME_DRIVER_VERSION"
 }
 
 # see https://www.kernel.org/pub/software/scm/git