Enabled Panels In-Place Editor module but cant see the edit icon
you need to select the Renderer mode:

Standard or   In-Place Editor

Standard
Renders a panel normally. This is the most common option.
  In-Place Editor
Allows privileged users to update and rearrange the content while viewing this panel.