diff --git a/pkgs/development/libraries/hipfft/default.nix b/pkgs/development/libraries/hipfft/default.nix
new file mode 100644
index 000000000000..5317e435b71a
--- /dev/null
+++ b/pkgs/development/libraries/hipfft/default.nix
@@ -0,0 +1,106 @@
+{ lib
+, stdenv
+, fetchFromGitHub
+, rocmUpdateScript
+, cmake
+, rocm-cmake
+, hip
+, git
+, rocfft
+, gtest
+, boost
+, fftw
+, fftwFloat
+, openmp
+, buildTests ? false
+, buildBenchmarks ? false
+, buildSamples ? false
+}:
+
+# Can also use cuFFT
+stdenv.mkDerivation (finalAttrs: {
+  pname = "hipfft";
+  version = "5.4.1";
+
+  outputs = [
+    "out"
+  ] ++ lib.optionals buildTests [
+    "test"
+  ] ++ lib.optionals buildBenchmarks [
+    "benchmark"
+  ] ++ lib.optionals buildSamples [
+    "sample"
+  ];
+
+  src = fetchFromGitHub {
+    owner = "ROCmSoftwarePlatform";
+    repo = "hipFFT";
+    rev = "rocm-${finalAttrs.version}";
+    hash = "sha256-yDtm9J0wqH6zo4HcgQbqhvwbzbOiJPQ48gJ2gC8PvjA=";
+    fetchSubmodules = true;
+  };
+
+  nativeBuildInputs = [
+    hip
+    git
+    cmake
+    rocm-cmake
+  ];
+
+  buildInputs = [
+    rocfft
+  ] ++ lib.optionals (buildTests || buildBenchmarks || buildSamples) [
+    gtest
+    boost
+    fftw
+    fftwFloat
+    openmp
+  ];
+
+  cmakeFlags = [
+    "-DCMAKE_C_COMPILER=hipcc"
+    "-DCMAKE_CXX_COMPILER=hipcc"
+    "-DCMAKE_MODULE_PATH=${hip}/lib/cmake/hip"
+    "-DHIP_ROOT_DIR=${hip}"
+    "-DHIP_PATH=${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_CLIENTS_TESTS=ON"
+  ] ++ lib.optionals buildBenchmarks [
+    "-DBUILD_CLIENTS_RIDER=ON"
+  ] ++ lib.optionals buildSamples [
+    "-DBUILD_CLIENTS_SAMPLES=ON"
+  ];
+
+  postInstall = lib.optionalString buildTests ''
+    mkdir -p $test/bin
+    mv $out/bin/hipfft-test $test/bin
+  '' + lib.optionalString buildBenchmarks ''
+    mkdir -p $benchmark/bin
+    mv $out/bin/hipfft-rider $benchmark/bin
+  '' + lib.optionalString buildSamples ''
+    mkdir -p $sample/bin
+    mv clients/staging/hipfft_* $sample/bin
+    patchelf $sample/bin/hipfft_* --shrink-rpath --allowed-rpath-prefixes /nix/store
+  '' + lib.optionalString (buildTests || buildBenchmarks) ''
+    rmdir $out/bin
+  '';
+
+  passthru.updateScript = rocmUpdateScript {
+    name = finalAttrs.pname;
+    owner = finalAttrs.src.owner;
+    repo = finalAttrs.src.repo;
+  };
+
+  meta = with lib; {
+    description = "FFT marshalling library";
+    homepage = "https://github.com/ROCmSoftwarePlatform/hipFFT";
+    license = with licenses; [ mit ];
+    maintainers = teams.rocm.members;
+    broken = finalAttrs.version != hip.version;
+  };
+})
diff --git a/pkgs/top-level/all-packages.nix b/pkgs/top-level/all-packages.nix
index bdba30f5132c..eacf1ce9c519 100644
--- a/pkgs/top-level/all-packages.nix
+++ b/pkgs/top-level/all-packages.nix
@@ -15327,6 +15327,11 @@ with pkgs;
     stdenv = rocmClangStdenv;
   };
 
+  hipfft = callPackage ../development/libraries/hipfft {
+    inherit (llvmPackages_rocm) openmp;
+    stdenv = rocmClangStdenv;
+  };
+
   rccl = callPackage ../development/libraries/rccl {
     stdenv = rocmClangStdenv;
   };