diff --git a/containers/oneapi/onedev.Dockerfile b/containers/oneapi/onedev.Dockerfile
index d24a7a8d2122efa8f093258b6abcd716dff49b23..382de16ef7d091e407092c9a14963055423e460f 100644
--- a/containers/oneapi/onedev.Dockerfile
+++ b/containers/oneapi/onedev.Dockerfile
@@ -250,7 +250,7 @@ ENV CLICOLOR_FORCE=1                                                    \
 ## Install additional packages. Remove the auto-cleanup functionality
 ## for docker, as we're using the new buildkit cache instead.
 ## We install gcc-10 and g++-10 as they are not installed by default in
-## Ubuntu 20.04
+## Ubuntu 20.04. Install CUDA runtime libraries.
 ## TODO: libyaml-cpp-dev is a dependency for afterburner. We can probably remove
 ##       this once afterburner is added to spack
 RUN --mount=type=cache,target=/var/cache/apt                            \
@@ -312,6 +312,18 @@ RUN --mount=type=cache,target=/var/cache/apt                            \
  && apt-get -yqq autoremove                                             \
  && rm -rf /var/lib/apt/lists/*                                         
 
+## Install CUDA Libraries
+RUN --mount=type=cache,target=/var/cache/apt                            \
+ wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/cuda-keyring_1.0-1_all.deb \
+ && dpkg -i cuda-keyring_1.0-1_all.deb                                  \
+ && apt-get -yqq update                                                 \
+ && apt-get -yqq upgrade                                                \
+ && apt-get -yqq install --no-install-recommends                        \
+        cuda-cudart-11-7                                                \
+        cuda-compat-11-7                                                \
+ && apt-get -yqq autoremove                                             \
+ && rm -rf /var/lib/apt/lists/*                                         
+
 ## copy over everything we need from staging in a single layer
 RUN --mount=from=staging,target=/staging                                \
     rm -rf /usr/local                                                   \