diff --git a/s/scipy/scipy-1.2.0-Py-3.6.eb b/s/scipy/scipy-1.2.0-Py-3.6.eb
new file mode 100644
index 00000000..af163cfa
--- /dev/null
+++ b/s/scipy/scipy-1.2.0-Py-3.6.eb
@@ -0,0 +1,32 @@
+# IT4Innovations 2019
+
+easyblock = 'PythonPackage'
+
+name = 'scipy'
+version = '1.2.0'
+
+homepage = 'http://scipy.org'
+description = """SciPy (pronounced 'Sigh Pie') is open-source software for mathematics, science, and engineering.
+  It includes modules for statistics, optimization, integration, linear algebra, Fourier transforms, signal and
+  image processing, ODE solvers, and more."""
+
+toolchain = {'name': 'Py', 'version': '3.6'}
+toolchainopts = {'pic': True}
+
+source_urls = [PYPI_SOURCE]
+sources = [SOURCELOWER_TAR_GZ]
+
+dependencies = [
+    ('numpy', '1.15.4'),
+    ('mkl', '2017.4.239', '', True),
+]
+
+prebuildopts = 'unset LDFLAGS && '
+
+sanity_check_paths = {'files': [], 'dirs': [
+    'lib/python3.6/site-packages/%(name)s-%(version)s-py3.6-linux-x86_64.egg/scipy'], }
+
+sanity_check_commands = [
+    ('python', '-c "import scipy; assert(scipy.__version__ == \'%(version)s\')"')]
+
+moduleclass = 'python'