diff --git a/python-numpy.changes b/python-numpy.changes
index 7296f32..24326cb 100644
--- a/python-numpy.changes
+++ b/python-numpy.changes
@@ -1,3 +1,8 @@
+-------------------------------------------------------------------
+Mon Apr  6 21:42:29 UTC 2020 - Matej Cepl <mcepl@suse.com>
+
+- Use update-alternatives for /usr/bin/f2py
+
 -------------------------------------------------------------------
 Sat Mar 28 16:39:11 UTC 2020 - Arun Persaud <arun@gmx.de>
 
diff --git a/python-numpy.spec b/python-numpy.spec
index 33de1fb..deda28c 100644
--- a/python-numpy.spec
+++ b/python-numpy.spec
@@ -113,6 +113,8 @@ BuildRequires:  libopenblas%{?hpc_ext}-%{compiler_family}%{?c_f_ver}-hpc-devel
 BuildRequires:  lua-lmod
 BuildRequires:  suse-hpc
 Requires:       libopenblas%{?hpc_ext}-%{compiler_family}%{?c_f_ver}-hpc
+Requires(post): update-alternatives
+Requires(postun): update-alternatives
 %endif
 %python_subpackages
 
@@ -189,6 +191,8 @@ export CFLAGS="%{optflags} -fno-strict-aliasing"
 %{?with_hpc:module load openblas}
 
 %python_exec setup.py install --prefix=%{p_prefix} --root=%{buildroot}
+%python_clone -a %{buildroot}%{p_prefix}/bin/f2py
+rm -v %{buildroot}%{p_prefix}/bin/f2py3*
 
 %if 0%{?suse_version}
 %fdupes %{buildroot}%{p_prefix}
@@ -252,13 +256,17 @@ pushd testing
 popd
 %endif
 
+%post
+%python_install_alternative f2py
+
+%postun
+%python_uninstall_alternative f2py
+
 %files %{python_files}
 %doc README.md THANKS.txt
-%python3_only %{p_bindir}/f2py3*
-%python3_only %{p_bindir}/f2py
+%python_alternative %{p_bindir}/f2py
 %if %{without hpc}
 %{python_sitearch}/numpy/
-%{python_sitearch}/numpy/LICENSE.txt
 %{python_sitearch}/numpy-%{version}-py*.egg-info
 %license %{python_sitearch}/numpy/LICENSE.txt
 %exclude %{python_sitearch}/numpy/core/include/
@@ -267,7 +275,6 @@ popd
 %exclude %{python_sitearch}/numpy/core/lib/libnpymath.a
 %else
 %{p_python_sitearch}/numpy/
-%{p_python_sitearch}/numpy/LICENSE.txt
 %{p_python_sitearch}/numpy-%{version}-py*.egg-info
 %license %{p_python_sitearch}/numpy/LICENSE.txt
 %exclude %{p_python_sitearch}/numpy/core/include/