A car is sort of essential. Bad comparison.
Los Angeles is an outlier, but it still has trains and buses, just less than I remember San Francisco having. If I were offered a job in Dallas/Ft Worth I'd honestly look into public transportation there beforehand. I cannot stand driving through and in those cities at all.