diff --git a/contextualization/conf-ansible.yml b/contextualization/conf-ansible.yml
index 7525df8ad..f09c52d00 100644
--- a/contextualization/conf-ansible.yml
+++ b/contextualization/conf-ansible.yml
@@ -77,7 +77,7 @@
       when: ansible_os_family == "Debian" and not (ansible_distribution == "Ubuntu" and ansible_distribution_major_version|int >= 20)
 
     - name: Install pip in in Ubuntu 20+
-      shell: curl --insecure --silent --show-error --retry 5 https://bootstrap.pypa.io/get-pip.py | python creates=/usr/local/bin/pip warn=no
+      apt: name=python3-pip,python3-setuptools install_recommends=no
       when: ansible_distribution == "Ubuntu" and ansible_distribution_major_version|int >= 20
 
     - name: Ubuntu 14 extra packages needed