diff --git a/pkgs/development/python-modules/zarr/default.nix b/pkgs/development/python-modules/zarr/default.nix
new file mode 100644
index 000000000000..5570688e98b7
--- /dev/null
+++ b/pkgs/development/python-modules/zarr/default.nix
@@ -0,0 +1,46 @@
+{ lib
+, buildPythonPackage
+, fetchPypi
+, setuptools_scm
+, asciitree
+, numpy
+, fasteners
+, numcodecs
+, pytest
+}:
+
+buildPythonPackage rec {
+  pname = "zarr";
+  version = "2.3.2";
+
+  src = fetchPypi {
+    inherit pname version;
+    sha256 = "c62d0158fb287151c978904935a177b3d2d318dea3057cfbeac8541915dfa105";
+  };
+
+  nativeBuildInputs = [
+    setuptools_scm
+  ];
+
+  propagatedBuildInputs = [
+    asciitree
+    numpy
+    fasteners
+    numcodecs
+  ];
+
+  checkInputs = [
+    pytest
+  ];
+
+  checkPhase = ''
+    pytest
+  '';
+
+  meta = with lib; {
+    description = "An implementation of chunked, compressed, N-dimensional arrays for Python";
+    homepage = https://github.com/zarr-developers/zarr;
+    license = licenses.mit;
+    maintainers = [ maintainers.costrouc ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 5254d04ceac8..69ea0d72a60d 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -3901,6 +3901,8 @@ in {
 
   zake = callPackage ../development/python-modules/zake { };
 
+  zarr = callPackage ../development/python-modules/zarr { };
+
   kazoo = callPackage ../development/python-modules/kazoo { };
 
   FormEncode = callPackage ../development/python-modules/FormEncode { };