I read only a part of this book maybe 6 years ago, and I've been searching for it since.
All I remember is:
Futuristic setting, female protagonist, possibly a teenager, participating in illegal races, gets caught, but is offered the chance to race professionally. At this point I believe she is flown off planet in a rocket. She practices in the official cars on a track, but if I recall, can't seem do very well.
I recall the cover art being a red(?) car on a black background. This was a hardback book. I don't recall specifically if they were combustion, but I believe so. And I believe that they might have been specialized racing cars, but not to the degree of Formula 1. I'd say it's closer to Fast and Furious with the customized cars.
That's all I really recall, hopefully it's enough. I think the characters name was "Mia" but that might be totally wrong.