diff --git a/pkgs/applications/networking/cluster/luigi/default.nix b/pkgs/applications/networking/cluster/luigi/default.nix
new file mode 100644
index 000000000000..ced7b9882b9c
--- /dev/null
+++ b/pkgs/applications/networking/cluster/luigi/default.nix
@@ -0,0 +1,32 @@
+{ lib, python3Packages }:
+
+python3Packages.buildPythonApplication rec {
+  pname = "luigi";
+  version = "2.7.9";
+
+  src = python3Packages.fetchPypi {
+    inherit pname version;
+    sha256 = "035w8gqql36zlan0xjrzz9j4lh9hs0qrsgnbyw07qs7lnkvbdv9x";
+  };
+
+  # Relax version constraint
+  postPatch = ''
+    sed -i 's/<2.2.0//' setup.py
+  '';
+
+  propagatedBuildInputs = with python3Packages; [ tornado_4 pythondaemon ];
+
+  # Requires tox, hadoop, and google cloud
+  doCheck = false;
+
+  meta = with lib; {
+    homepage = https://github.com/spotify/luigi;
+    description = "Python package that helps you build complex pipelines of batch jobs";
+    longDescription = ''
+      Luigi handles dependency resolution, workflow management, visualization,
+      handling failures, command line integration, and much more.
+    '';
+    license =  [ licenses.asl20 ];
+    maintainers = [ maintainers.bhipple ];
+  };
+}
diff --git a/pkgs/top-level/all-packages.nix b/pkgs/top-level/all-packages.nix
index e05d180457ec..ee6dcbb74be8 100644
--- a/pkgs/top-level/all-packages.nix
+++ b/pkgs/top-level/all-packages.nix
@@ -736,6 +736,8 @@ with pkgs;
     inherit (darwin.apple_sdk.frameworks) Carbon Cocoa;
   };
 
+  luigi = callPackage ../applications/networking/cluster/luigi { };
+
   m-cli = callPackage ../os-specific/darwin/m-cli { };
 
   reattach-to-user-namespace = callPackage ../os-specific/darwin/reattach-to-user-namespace {};