Fair is an automotive FinTech company that's revolutionizing car buying by offering unprecedented freedom, flexibility and an end-to-end mobile experience.

We believe fairness matters. That's why we've created a game-changing new app that lets you shop, get approved and pay for a car all on your phone with just a driver's license and bank account. Get in-app approval for a monthly payment amount that works for you, then head to the dealership and check-out in minutes. You can drive your car for as long as you want, and return it any time you're ready. That's the Fair way to drive!

At Fair, we're making the world a more fair place, one happy driver at a time -- and it all starts with building a team of passionate and curious-minded people to become "ambassadors of Fair" from our sunny Santa Monica office.

Data Scientist at Fair.com

About Us

Fair is an automotive FinTech company that’s revolutionizing the way we finance and shop for cars by offering unprecedented freedom, flexibility and a fully digital experience.

Fair isn’t just our name; it’s our culture. We believe in transparency and equality. We believe in hard work, but we also believe that hard work should be celebrated and rewarded. That’s why we provide lunch and snacks to fuel your work each day. We offer free health benefits, paying 100% of medical, dental, and vision care coverage premiums. We offer flexible work hours and unlimited vacation, which we actually encourage you to use. So go ahead and take that well-earned trip to Hawaii, and make sure to send your Fair family a postcard!


Who You Are

You are a highly motivated data scientist/machine learning engineer who will help us reshape the car acquisition process. You are a “full stack” data sculptor, molding raw data sets into art—production quality machine learning models. At Fair, you will play a pivotal role in transforming the auto industry by designing and implementing various machine learning models across the entire Fair app experience.

What You’ll Do

  • Collaborate across engineering and business units to develop data products driven by business needs.
  • Design and develop machine learning models, explore new prediction algorithms, construct new features, and research new technologies.
  • Deploy your machine learning models as real-time production services.
  • Contribute to our machine learning tech stack.

What You Have

  • Bachelor’s degree in computer science or a quantitative discipline; advanced degree is a plus.
  • Expertise in machine learning algorithms.
  • Willingness to apply skillset to solve business problems.
  • Strong coding abilities with a desire to work in Python.
  • Ability to work well in a collaborative (and fun) team environment, and an eagerness to contribute ideas, share skills, and develop best practices.
  • Experienced in or eagerness to learn Python, sklearn, matplotlib, Luigi, SQL, Docker, Kubernetes, Spark, TensorFlow, Hive/Presto, Tableau, AWS.


Bonus points

  • Experience competing in a Kaggle competition.



Equal Employment Opportunity (EEO)

It’s Fair’s policy to provide equal opportunity in employment to all employees and applicants for employment. No person will be discriminated against in employment because of race, color,  religion, gender, gender expression, gender identity, sex, medical  condition (as  defined  by California law  and  which  includes  pregnancy or  childbirth), national  origin, age, physical or mental disability, political activity or affiliation, ancestry, marital status, protected veteran status, citizenship status, sexual orientation, genetic information, taking or requesting statutorily  protected  leave, or any other legally protected status where there is no bona fide  occupational qualification or legitimate business reason for the differing treatment. In addition, Fair prohibits the harassment of any individual on any of the bases listed above or any other characteristics protected under federal, state or local laws.

Please send resume to [email protected]
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Please send resume to [email protected]
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Why work with us
Just steps from the Santa Monica pier, our office is a fun-filled hub, stocked with whatever you need to be your best. We provide lunch, snacks, and kegs of iced tea and iced coffee to keep you moving each day. We’re building a Fair future and reinventing car ownership. This is no small task, but we’re up to the challenge. Our Fair Folk are creative problem-solvers, eager to jump into any role. If you’re driven and flexible but enjoy a bit of foosball from time-to-time, Fair may be your next home.
At Fair, “Fairness matters” is our motto. It’s what brings us together each day, and what drives everything we do here. Although we’re an enthusiastic and hard-working bunch, it’s our collective sense of fairness that keeps us respectful of one another’s personal time, well-being and individual work styles. While there will always be ebbs and flows in the workload, Fair Folk know better than anyone how to buckle down when it’s crunch time, and how to play hard when there’s a break in the action. Any company can claim to offer great perks, but at Fair, balance, transparency and honesty are inherent to our very name, our brand and our culture.
Perks & Benefits
1500 feet to the Santa Monica Pier
1000 feet to the Downtown Santa Monica Metro stop
Views of the ocean (if you're standing in the right spot)
Underground employee parking
Outdoor patio space for lunching al fresco
A kitchen stocked with snacks and drinks
Unlimited vacation
Catered lunches daily
Regular (and fun) company outings

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