diff --git a/hip/Dockerfile b/hip/Dockerfile
index 5432fb7..ef9c51c 100644
--- a/hip/Dockerfile
+++ b/hip/Dockerfile
@@ -4,7 +4,11 @@ FROM ${REPOSITORY}:${BASE}
 LABEL maintainer="Felix Thaler <thaler@cscs.ch>"
 
 # from https://docs.amd.com/bundle/ROCm-Installation-Guide-v5.4/page/How_to_Install_ROCm.html
-RUN wget https://repo.radeon.com/amdgpu-install/22.40/ubuntu/jammy/amdgpu-install_5.4.50401-1_all.deb && \
+# TODO(havogt): remove jammy packages once official support for 24.04 is there,
+# workaround taken from https://github.com/nktice/AMD-AI/blob/99b51b7ce08f339e81ccede05d65a21d10c6a27b/README.md
+RUN add-apt-repository -y -s deb http://security.ubuntu.com/ubuntu jammy main universe && \
+    add-apt-repository ppa:deadsnakes/ppa -y && \
+    wget https://repo.radeon.com/amdgpu-install/22.40/ubuntu/jammy/amdgpu-install_5.4.50401-1_all.deb && \
     apt-get update -qq && \
     DEBIAN_FRONTEND=noninteractive apt-get install -qq -y ./amdgpu-install_5.4.50401-1_all.deb && \
     apt-get update -qq && \