diff --git a/easybuild/easyconfigs/m/modin/modin-0.32.0-foss-2024a.eb b/easybuild/easyconfigs/m/modin/modin-0.32.0-foss-2024a.eb
new file mode 100644
index 000000000000..3d6ce8d2958e
--- /dev/null
+++ b/easybuild/easyconfigs/m/modin/modin-0.32.0-foss-2024a.eb
@@ -0,0 +1,57 @@
+easyblock = 'PythonBundle'
+
+name = 'modin'
+version = '0.32.0'
+
+homepage = 'https://github.com/modin-project/modin'
+description = """Modin uses Ray, Dask or Unidist to provide an effortless way to speed up your pandas notebooks,
+scripts, and libraries. """
+
+toolchain = {'name': 'foss', 'version': '2024a'}
+
+builddependencies = [
+    ('Cython', '3.0.10'),
+    # Needed for tests
+    ('boto3', '1.35.36'),
+    ('s3fs', '2024.9.0'),
+]
+
+dependencies = [
+    ('Python', '3.12.3'),
+    ('Python-bundle-PyPI', '2024.06'),
+    ('SciPy-bundle', '2024.05'),
+    ('dask', '2024.9.1'),
+    ('OpenMPI', '5.0.3'),
+    ('Ray-project', '2.37.0'),
+    ('Arrow', '17.0.0'),
+]
+
+use_pip = True
+
+exts_list = [
+    ('unidist', '0.7.2', {
+        'checksums': ['6386e1ad5143fe132b9f96e232fe85fc39830ed2886515440e4ba1473255e4a0'],
+    }),
+    # The oversubscription is done in their own CI as well.
+    # Ray has limitations on unix socket path length, so it is not tested here.
+    (name, version, {
+        'patches': ['modin-0.32.0_fix-pytest-config.patch'],
+        'runtest': (
+            "MODIN_ENGINE=unidist UNIDIST_ENGINE=mpi "
+            "mpiexec -n=1 --map-by :OVERSUBSCRIBE pytest modin/tests/pandas/test_general.py &&"
+            "MODIN_ENGINE=dask pytest modin/tests/pandas/test_general.py"
+        ),
+        'source_tmpl': '%(version)s.tar.gz',
+        'source_urls': ['https://github.com/modin-project/%(name)s/archive/refs/tags'],
+        'testinstall': True,
+        'checksums': [
+            {'0.32.0.tar.gz': 'f2ef11f384a7d47eb6680a2f6f4bbc3404fa6290163d36384032daff3837b063'},
+            {'modin-0.32.0_fix-pytest-config.patch':
+             'c49bd5c072a87321760c7c5eebc957f4f6962763a3526a500fe6330cf3f2b765'},
+        ],
+    }),
+]
+
+sanity_pip_check = True
+
+moduleclass = 'tools'
diff --git a/easybuild/easyconfigs/m/modin/modin-0.32.0_fix-pytest-config.patch b/easybuild/easyconfigs/m/modin/modin-0.32.0_fix-pytest-config.patch
new file mode 100644
index 000000000000..990e053d3284
--- /dev/null
+++ b/easybuild/easyconfigs/m/modin/modin-0.32.0_fix-pytest-config.patch
@@ -0,0 +1,20 @@
+Removes unnecessary options for pytest that induce additional dependencies.
+
+--- 0.32.0/foss-2024a/modin/modin-0.32.0/setup.cfg.orig	2024-10-17 15:56:55.245266649 +0200
++++ 0.32.0/foss-2024a/modin/modin-0.32.0/setup.cfg	2024-10-17 15:57:34.748841878 +0200
+@@ -11,15 +11,6 @@
+ tag_prefix =
+ parentdir_prefix = modin-
+ 
+-[tool:pytest]
+-addopts = --cov-config=setup.cfg --cov=modin --cov-append --cov-report= -m "not exclude_by_default"
+-xfail_strict=true
+-markers =
+-    exclude_in_sanity
+-    exclude_by_default
+-filterwarnings =
+-    error:.*defaulting to pandas.*:UserWarning
+-
+ [isort]
+ profile = black
+