diff --git a/scripts/install-chrome b/scripts/install-chrome
index 5d74d7e..de726e8 100755
--- a/scripts/install-chrome
+++ b/scripts/install-chrome
@@ -3,6 +3,12 @@
 set -xeuo pipefail
 IFS=$'\n\t'
 
+CHROME_VERSION=${1:-99.0.4844.74-1}
+
+# 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"
+
 function build_debian() {
     if [[ $(dpkg --print-architecture) == arm64 ]]; then
         echo "The arm64 does not have prebuilt chrome. Using chromium instead."
@@ -14,10 +20,6 @@ function build_debian() {
         exit 0
     fi
 
-    CHROME_VERSION=${1:-99.0.4844.74-1}
-    # 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 -
@@ -59,6 +61,88 @@ function build_debian() {
     rm -rf /etc/apt/sources.list.d/google*.list
 }
 
+function build_ubi() {
+    UBI_VERSION=$(lsb_release -a | awk '/Release/ { print $2 }')
+    UBI_MAJOR_VERSION=${UBI_VERSION%.*} # strip last component
+
+    # Dependencies are spread across epel and CentOS 8 repos. So we temporarily
+    # enable them.
+    # The awk is below to strip leading and trailing spaces in the
+    # repo file which can cause yum to blow up
+    { awk '{$1=$1};1' | tee -a /etc/yum.repos.d/centos.repo; } <<- EOM
+        [centos-appstream]
+        name=CentOS-${UBI_MAJOR_VERSION}- AppStream
+        baseurl=http://vault.centos.org/centos/8/AppStream/x86_64/os/
+        gpgcheck=0
+        enabled=1
+
+        [centos-baseos]
+        name=CentOS-${UBI_MAJOR_VERSION}- BaseOS
+        baseurl=http://vault.centos.org/centos/8/BaseOS/x86_64/os
+        gpgcheck=0
+        enabled=1
+EOM
+    yum -y install "https://dl.fedoraproject.org/pub/epel/epel-release-latest-${UBI_MAJOR_VERSION}.noarch.rpm"
+
+    if [[ ${BUILD_ARCH} == "arm64" ]]; then
+        echo "The arm64 does not have prebuilt chrome. Using chromium instead."
+        yum update -y
+        yum install -y chromium chromedriver
+
+        yum autoremove -y
+        yum clean -y all
+        rm -rf /etc/yum.repos.d/centos.repo
+        yum remove -y epel-release
+
+        exit 0
+    fi
+
+    { awk '{$1=$1};1' | tee -a /etc/yum.repos.d/google-chrome.repo; } <<- EOM
+        [google-chrome]
+        name=Google Chrome
+        baseurl=http://dl.google.com/linux/chrome/rpm/stable/$(arch)
+        enabled=1
+        gpgcheck=1
+        repo_gpgcheck=0
+        gpgkey=https://dl-ssl.google.com/linux/linux_signing_key.pub
+EOM
+
+    yum update -y
+
+    LATEST_VERSION_STRING=$(yum info google-chrome-stable | awk '/Version/ { print $NF}')
+    LATEST_RELEASE_STRING=$(yum info google-chrome-stable | awk '/Release/ { print $NF}')
+    LATEST_VERSION="${LATEST_VERSION_STRING}-${LATEST_RELEASE_STRING}"
+
+    # Download from our package registry if we can't find the package in the apt repository
+    echo "Searching for $CHROME_VERSION in apt repository"
+    if [[ $LATEST_VERSION != ${CHROME_VERSION} ]]; then
+        CHROME_RPM="google-chrome-stable-${CHROME_VERSION}.$(arch).rpm"
+        CHROME_URL="${CHROME_DOWNLOAD_URL_BASE}/${CHROME_VERSION}/${CHROME_RPM}"
+
+        echo "Downloading from our Package registry: $CHROME_URL"
+        curl --silent --show-error --fail -O $CHROME_URL
+        yum install -y ./${CHROME_RPM} || true
+        rm -f $CHROME_RPM
+    else
+        echo "Installing via apt-get"
+        yum install -y google-chrome-stable-$CHROME_VERSION
+    fi
+
+    # 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
+
+    yum autoremove -y
+    yum clean -y all
+    rm -rf /etc/yum.repos.d/centos.repo
+    rm -rf /etc/yum.repos.d/google-chrome.repo
+    yum remove -y epel-release
+    yum update -y --nobest
+}
+
 BUILD_OS=${BUILD_OS:-debian}
 BUILD_ARCH=${BUILD_ARCH:-amd64}