I honestly wouldn't. If you've only used a drill with a keyless chuck knowing you need to put a little knobbed gear on a stick into a hole and twist it to change bits is not what a lot of people would expect.

You're probably not getting a job in construction, but if you're looking to put up a coat rack or something you're fine.