(Spyder dev here) Spyder does complete local variables but to have this functionality you need to install a library called rope. You can do it by running this command in a terminal
pip install rope
If you use Python 3 this command needs to be
pip install rope_py3k
Besides, code completion on the Editor works now with both Ctrl+Space and with Tab.
Edit: Updated answer for the Spyder version 2.3.0.
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