diff --git a/pkgs/development/python-modules/scikits-odes/default.nix b/pkgs/development/python-modules/scikits-odes/default.nix
index f9695701602c..43da95710011 100644
--- a/pkgs/development/python-modules/scikits-odes/default.nix
+++ b/pkgs/development/python-modules/scikits-odes/default.nix
@@ -1,59 +1,42 @@
 {
   lib,
+  stdenv,
   buildPythonPackage,
-  fetchPypi,
-  pythonAtLeast,
-  cython,
-  enum34,
-  gfortran,
-  isPy27,
-  isPy3k,
-  numpy,
-  pytest,
-  python,
+  setuptools,
   scipy,
-  sundials,
+  scikits-odes-core,
+  scikits-odes-daepack,
+  scikits-odes-sundials,
+  pytestCheckHook,
 }:
 
 buildPythonPackage rec {
+  inherit (scikits-odes-core) version src;
   pname = "scikits.odes";
-  version = "2.7.0";
+  pyproject = true;
 
-  # https://github.com/bmcage/odes/issues/130
-  disabled = isPy27 || pythonAtLeast "3.12";
+  sourceRoot = "${src.name}/packages/scikits-odes";
 
-  src = fetchPypi {
-    inherit pname version;
-    hash = "sha256-px4Z4UhYk3VK6MBQZoIy/MaU8XuDYC51++v3v5+XXh4=";
-  };
+  build-system = [ setuptools ];
 
-  nativeBuildInputs = [
-    gfortran
-    cython
+  dependencies = [
+    scipy
+    scikits-odes-core
+    scikits-odes-daepack
+    scikits-odes-sundials
   ];
 
-  propagatedBuildInputs = [
-    numpy
-    sundials
-    scipy
-  ] ++ lib.optionals (!isPy3k) [ enum34 ];
+  pythonImportsCheck = [ "scikits_odes" ];
 
-  nativeCheckInputs = [ pytest ];
+  nativeCheckInputs = [ pytestCheckHook ];
 
-  checkPhase = ''
-    cd $out/${python.sitePackages}/scikits/odes/tests
-    pytest
-  '';
+  disabledTests = lib.optionals stdenv.hostPlatform.isAarch64 [
+    # skip on aarch64, see https://github.com/bmcage/odes/issues/101
+    "test_lsodi"
+  ];
 
-  meta = with lib; {
+  meta = scikits-odes-core.meta // {
     description = "Scikit offering extra ode/dae solvers, as an extension to what is available in scipy";
-    homepage = "https://github.com/bmcage/odes";
-    license = licenses.bsd3;
-    maintainers = with maintainers; [ idontgetoutmuch ];
-    platforms = [
-      "aarch64-linux"
-      "x86_64-linux"
-      "x86_64-darwin"
-    ];
+    homepage = "https://github.com/bmcage/odes/blob/master/packages/scikits-odes";
   };
 }