diff --git a/pkgs/development/libraries/rocrand/default.nix b/pkgs/development/libraries/rocrand/default.nix
new file mode 100644
index 000000000000..cc3dbebd224b
--- /dev/null
+++ b/pkgs/development/libraries/rocrand/default.nix
@@ -0,0 +1,100 @@
+{ lib
+, stdenv
+, fetchFromGitHub
+, writeScript
+, cmake
+, rocm-cmake
+, rocm-runtime
+, rocm-device-libs
+, rocm-comgr
+, hip
+, gtest ? null
+, gbenchmark ? null
+, buildTests ? false
+, buildBenchmarks ? false
+}:
+
+assert buildTests -> gtest != null;
+assert buildBenchmarks -> gbenchmark != null;
+
+stdenv.mkDerivation (finalAttrs: {
+  pname = "rocrand";
+  repoVersion = "2.10.15";
+  rocmVersion = "5.3.3";
+  version = "${finalAttrs.repoVersion}-${finalAttrs.rocmVersion}";
+
+  outputs = [
+    "out"
+  ] ++ lib.optionals buildTests [
+    "test"
+  ] ++ lib.optionals buildBenchmarks [
+    "benchmark"
+  ];
+
+  src = fetchFromGitHub {
+    owner = "ROCmSoftwarePlatform";
+    repo = "rocRAND";
+    rev = "rocm-${finalAttrs.rocmVersion}";
+    hash = "sha256-awQLqPmhVxegrqqSoC8fiCQJ33bPKZlljSAXnHVcIZo=";
+    fetchSubmodules = true; # For inline hipRAND
+  };
+
+  nativeBuildInputs = [
+    cmake
+    rocm-cmake
+    hip
+  ];
+
+  buildInputs = [
+    rocm-runtime
+    rocm-device-libs
+    rocm-comgr
+  ] ++ lib.optionals buildTests [
+    gtest
+  ] ++ lib.optionals buildBenchmarks [
+    gbenchmark
+  ];
+
+  cmakeFlags = [
+    "-DCMAKE_C_COMPILER=hipcc"
+    "-DCMAKE_CXX_COMPILER=hipcc"
+    "-DHIP_ROOT_DIR=${hip}"
+    # Manually define CMAKE_INSTALL_<DIR>
+    # See: https://github.com/NixOS/nixpkgs/pull/197838
+    "-DCMAKE_INSTALL_BINDIR=bin"
+    "-DCMAKE_INSTALL_LIBDIR=lib"
+    "-DCMAKE_INSTALL_INCLUDEDIR=include"
+  ] ++ lib.optionals buildTests [
+    "-DBUILD_TEST=ON"
+  ] ++ lib.optionals buildBenchmarks [
+    "-DBUILD_BENCHMARK=ON"
+  ];
+
+  postInstall = lib.optionalString buildTests ''
+    mkdir -p $test/bin
+    mv $out/bin/test_* $test/bin
+  '' + lib.optionalString buildBenchmarks ''
+    mkdir -p $benchmark/bin
+    mv $out/bin/benchmark_* $benchmark/bin
+  '' + lib.optionalString (buildTests || buildBenchmarks) ''
+    rmdir $out/bin
+  '';
+
+  passthru.updateScript = writeScript "update.sh" ''
+    #!/usr/bin/env nix-shell
+    #!nix-shell -i bash -p curl jq common-updater-scripts
+    json="$(curl -sL "https://api.github.com/repos/ROCmSoftwarePlatform/rocRAND/releases?per_page=1")"
+    repoVersion="$(echo "$json" | jq '.[0].name | split(" ") | .[1]' --raw-output)"
+    rocmVersion="$(echo "$json" | jq '.[0].tag_name | split("-") | .[1]' --raw-output)"
+    update-source-version rocrand "$repoVersion" --ignore-same-hash --version-key=repoVersion
+    update-source-version rocrand "$rocmVersion" --ignore-same-hash --version-key=rocmVersion
+  '';
+
+  meta = with lib; {
+    description = "Generate pseudo-random and quasi-random numbers";
+    homepage = "https://github.com/ROCmSoftwarePlatform/rocRAND";
+    license = with licenses; [ mit ];
+    maintainers = teams.rocm.members;
+    broken = finalAttrs.rocmVersion != hip.version;
+  };
+})
diff --git a/pkgs/top-level/all-packages.nix b/pkgs/top-level/all-packages.nix
index e0250438fa03..979fc8fb57c0 100644
--- a/pkgs/top-level/all-packages.nix
+++ b/pkgs/top-level/all-packages.nix
@@ -14990,6 +14990,8 @@ with pkgs;
 
   rocfft = callPackage ../development/libraries/rocfft { };
 
+  rocrand = callPackage ../development/libraries/rocrand { };
+
   tensile = python3Packages.callPackage ../development/libraries/tensile { };
 
   rocblas = callPackage ../development/libraries/rocblas {