diff --git a/pkgs/by-name/sw/swh/package.nix b/pkgs/by-name/sw/swh/package.nix
index d17d5d6aee7c..96561b1c703b 100644
--- a/pkgs/by-name/sw/swh/package.nix
+++ b/pkgs/by-name/sw/swh/package.nix
@@ -6,6 +6,7 @@
     python3Packages.swh-model
     python3Packages.swh-objstorage
     python3Packages.swh-scanner
+    python3Packages.swh-scheduler
     python3Packages.swh-storage
     python3Packages.swh-web-client
   ],
diff --git a/pkgs/development/python-modules/swh-scheduler/default.nix b/pkgs/development/python-modules/swh-scheduler/default.nix
new file mode 100644
index 000000000000..349383c72de4
--- /dev/null
+++ b/pkgs/development/python-modules/swh-scheduler/default.nix
@@ -0,0 +1,88 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitLab,
+  setuptools,
+  setuptools-scm,
+  celery,
+  flask,
+  humanize,
+  importlib-metadata,
+  pika,
+  psycopg,
+  tabulate,
+  swh-storage,
+  plotille,
+  postgresql,
+  postgresqlTestHook,
+  pytestCheckHook,
+  pytest-mock,
+  pytest-postgresql,
+  pytest-shared-session-scope,
+  pytest-xdist,
+  requests-mock,
+  simpy,
+  swh-journal,
+  types-python-dateutil,
+  types-pyyaml,
+  types-requests,
+}:
+
+buildPythonPackage rec {
+  pname = "swh-scheduler";
+  version = "3.1.0";
+  pyproject = true;
+
+  src = fetchFromGitLab {
+    domain = "gitlab.softwareheritage.org";
+    group = "swh";
+    owner = "devel";
+    repo = "swh-scheduler";
+    tag = "v${version}";
+    hash = "sha256-YpMHeZVHK8IPIiuBaPNR0D/yB9lIQ3DK7NEAiBmjWpA=";
+  };
+
+  build-system = [
+    setuptools
+    setuptools-scm
+  ];
+
+  dependencies = [
+    celery
+    flask
+    humanize
+    importlib-metadata
+    pika
+    psycopg
+    tabulate
+    swh-storage
+  ];
+
+  pythonImportsCheck = [ "swh.scheduler" ];
+
+  nativeCheckInputs = [
+    plotille
+    postgresql
+    postgresqlTestHook
+    pytestCheckHook
+    pytest-mock
+    pytest-postgresql
+    pytest-shared-session-scope
+    pytest-xdist
+    requests-mock
+    simpy
+    swh-journal
+    types-python-dateutil
+    types-pyyaml
+    types-requests
+  ];
+
+  disabledTests = [ "test_setup_log_handler_with_env_configuration" ];
+
+  meta = {
+    description = "Job scheduler for the Software Heritage project";
+    homepage = "https://gitlab.softwareheritage.org/swh/devel/swh-scheduler";
+    license = lib.licenses.gpl3Only;
+    maintainers = with lib.maintainers; [ drupol ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 51bce94ab387..4fde03c3b1f0 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -16675,6 +16675,8 @@ self: super: with self; {
 
   swh-scanner = callPackage ../development/python-modules/swh-scanner { };
 
+  swh-scheduler = callPackage ../development/python-modules/swh-scheduler { };
+
   swh-storage = callPackage ../development/python-modules/swh-storage { };
 
   swh-web-client = callPackage ../development/python-modules/swh-web-client { };