01. Challenge
Choose a challenge from the leaderboard or a bounty, solve it, then reach out to work@comma.ai.
If Tesla is the iOS of self driving, we are the Android. How do you solve self driving cars? You don't do it by solving the problem one part at a time. There are no parts. There is just a machine learning model that contains the human policy of driving.
View OpeningsWe have 90+ million miles of driving data sitting on hard drives ready to be trained on. Write the training code, fix the bugs, and watch it drive. Think AlphaGo, but for self driving cars. And the minute we do solve it, we already have thousands of users to deploy to. The second largest fleet outside Tesla, and likely to be the largest soon.
On-site only, no remote
comma HQ is located in sunny San Diego, California.


"We have the best chance at solving self-driving cars because our approach involves actually shipping a product and proving it out as we go."
Choose a challenge from the leaderboard or a bounty, solve it, then reach out to work@comma.ai.
Typically, we do two calls: a quick intro and screen, then an in-depth technical interview with an engineer.
We will fly you out to meet the team and work on a real problem for a few days. In most cases, the project is scoped so you ship to real users by the end. If all goes well, we will make a full-time offer.
Start here
Email your resume, GitHub, and challenge or bounty solution to work@comma.ai. We take applicants much more seriously when they show working code.
The calibration challenge is a good place to start, but any strong leaderboard challenge or bounty submission works.
Try the calibration challenge
All positions are on-site in San Diego, CA
Yes, we sponsor visas and green cards.
If we make you an offer, we'll make every reasonable effort to get you a visa and retain an immigration lawyer to help with this.