Asking if you have reliable transportation can be fair, depending on the job.

If you don’t work on a bus route and have to work in-person you need a reliable way to consistently get to work. If that’s your roommate dropping you off, that’s fine. But unless you’re gonna cycle on a gravel road in a thunderstorm a bicycle may not be.