diff --git a/playbooks/roles/pip3/tasks/main.yaml b/playbooks/roles/pip3/tasks/main.yaml
index 9798bedccd..9845036d2a 100644
--- a/playbooks/roles/pip3/tasks/main.yaml
+++ b/playbooks/roles/pip3/tasks/main.yaml
@@ -1,6 +1,26 @@
-- name: Install pip and virtualenv
+- name: Remove pip and virtualenv packages
   package:
     name:
       - python3-pip
       - python3-virtualenv
-    state: present
+    state: absent
+
+- name: Download get-pip.py
+  command: wget https://bootstrap.pypa.io/get-pip.py
+  args:
+    chdir: /var/lib
+    creates: /var/lib/get-pip.py
+
+- name: Install pip
+  command: python3 /var/lib/get-pip.py
+  args:
+    creates: /usr/local/bin/pip3
+
+- name: Install latest pip and virtualenv
+  pip:
+    name: "{{ item }}"
+    state: latest
+    executable: pip3
+  loop:
+    - pip
+    - virtualenv