diff --git a/easybuild/easyconfigs/s/scikit-learn/scikit-learn-1.5.2-gfbf-2024a.eb b/easybuild/easyconfigs/s/scikit-learn/scikit-learn-1.5.2-gfbf-2024a.eb
new file mode 100644
index 000000000000..aba5adaf8488
--- /dev/null
+++ b/easybuild/easyconfigs/s/scikit-learn/scikit-learn-1.5.2-gfbf-2024a.eb
@@ -0,0 +1,36 @@
+easyblock = 'PythonBundle'
+
+name = 'scikit-learn'
+version = '1.5.2'
+
+homepage = 'https://scikit-learn.org/stable/index.html'
+description = """Scikit-learn integrates machine learning algorithms in the tightly-knit scientific Python world,
+building upon numpy, scipy, and matplotlib. As a machine-learning module,
+it provides versatile tools for data mining and analysis in any field of science and engineering.
+It strives to be simple and efficient, accessible to everybody, and reusable in various contexts."""
+
+toolchain = {'name': 'gfbf', 'version': '2024a'}
+
+dependencies = [
+    ('Python', '3.12.3'),
+    ('Python-bundle-PyPI', '2024.06'),
+    # Build requires "Cython>=3.0.8"
+    # Cython included with Python-bundle-PyPI (0.29.35) is too old
+    ('SciPy-bundle', '2024.05'),
+]
+
+use_pip = True
+sanity_pip_check = True
+
+exts_list = [
+    (name, version, {
+        'modulename': 'sklearn',
+        'sources': ['scikit_learn-%(version)s.tar.gz'],
+        'checksums': ['b4237ed7b3fdd0a4882792e68ef2545d5baa50aca3bb45aa7df468138ad8f94d'],
+    }),
+    ('sklearn', '0.0', {
+        'checksums': ['e23001573aa194b834122d2b9562459bf5ae494a2d59ca6b8aa22c85a44c0e31'],
+    }),
+]
+
+moduleclass = 'data'