diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 071dde14005..9074864e92e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -130,3 +130,20 @@ deploy_latest_tag_to_docker_registries:
     # See above note in the `deploy_to_docker_registries` job.
     RETRY_DELAY: 14400
     RETRY_COUNT: 3
+
+package-oci:
+  stage: package
+  extends: .package-oci
+  rules:
+  - if: $PYTHON_PACKAGE_VERSION
+    when: on_success
+  - if: '$CI_COMMIT_TAG =~ /^v[0-9]+\.[0-9]+\.[0-9]+(-prerelease)?$/'
+    when: manual
+    allow_failure: false
+  script:
+    - ../.gitlab/build-oci.sh
+  parallel:
+    matrix:
+      - ARCH:
+        - arm64
+        - amd64
diff --git a/.gitlab/build-oci.sh b/.gitlab/build-oci.sh
new file mode 100755
index 00000000000..47092a9cace
--- /dev/null
+++ b/.gitlab/build-oci.sh
@@ -0,0 +1,55 @@
+#!/bin/bash
+
+source common_build_functions.sh
+
+if [ -n "$CI_COMMIT_TAG" ] && [ -z "$PYTHON_PACKAGE_VERSION" ]; then
+  PYTHON_PACKAGE_VERSION=${CI_COMMIT_TAG##v}
+fi
+
+if [ -z "$ARCH" ]; then
+  ARCH=amd64
+fi
+
+
+TMP_DIR=$(mktemp --dir)
+BUILD_DIR=$TMP_DIR/datadog-python-apm.build
+mkdir $TMP_DIR/datadog-python-apm.build
+
+# Install known compatible pip as default version shipped in Ubuntu (20.0.2)
+# does not work.
+python3 -m pip install -U "pip>=22.0"
+python3 -m pip install packaging
+
+WHEEL_ARCH="x86_64"
+if [ "$ARCH" = "arm64" ]; then
+  WHEEL_ARCH="aarch64"
+fi
+
+../lib-injection/dl_wheels.py \
+    --python-version=3.12 \
+    --python-version=3.11 \
+    --python-version=3.10 \
+    --python-version=3.9 \
+    --python-version=3.8 \
+    --python-version=3.7 \
+    --ddtrace-version=$PYTHON_PACKAGE_VERSION \
+    --arch=$WHEEL_ARCH \
+    --platform=musllinux_1_1 \
+    --platform=manylinux2014 \
+    --output-dir=$BUILD_DIR/ddtrace_pkgs \
+    --verbose
+echo -n $PYTHON_PACKAGE_VERSION > auto_inject-python.version
+cp ../lib-injection/sitecustomize.py $BUILD_DIR/
+cp auto_inject-python.version $BUILD_DIR/version
+chmod -R o-w $BUILD_DIR
+chmod -R g-w $BUILD_DIR
+
+# Build packages
+datadog-package create \
+    --version="$PYTHON_PACKAGE_VERSION" \
+    --package="datadog-apm-library-python" \
+    --archive=true \
+    --archive-path="datadog-apm-library-python-$PYTHON_PACKAGE_VERSION-$ARCH.tar" \
+    --arch "$ARCH" \
+    --os "linux" \
+    $BUILD_DIR