Data Scientist

| Santa Monica

Who You Are

You are a highly motivated data scientist/machine learning engineer who will help us reshape the automotive industry—a trillion dollar industry. You are or would like to be a “full stack” data scientist that molds raw data sets into art—production quality machine learning models. At Fair, you will play a pivotal role in implementing machine learning models across the entire Fair app experience, as well as, running high business impacting analytics that will help us provide the best possible experience for our customers.

What You’ll Do

  • Collaborate across engineering and business units to help optimize the onboarding, and shopping experience
  • Design and develop machine learning models, explore new prediction algorithms, construct new features, and research new technologies
  • Deploy machine learning models as real-time production services
  • Develop ETL workflows and data warehousing infrastructure
  • Contribute to our distributed learning platform

What You Have

  • Bachelor’s degree in computer science or a quantitative discipline
  • Experienced in machine learning algorithms
  • Must have experience using Python!
  • Ability to work well in a collaborative (and fun) team environment, and an eagerness to contribute ideas, share skills, and develop best practices

Technologies you can expect to work with

  • Python, Pandas, Jupyter, SQL-Alchemy, Flask
  • SK-Learn, XGBoost
  • Airflow, Luigi
  • Superset, Tableau
  • Treasure Data, Postgres
  • Docker, Kubernetes, AWS

Bonus Points:

  • Advanced degree is a plus
  • Experience competing in a Kaggle competition

What You'll Get:

  • 100% coverage of medical, dental & vision benefits for employees AND their families
  • Equity incentives (it’s only Fair that we are all owners of the company)
  • Unlimited vacation package
  • Daily catered lunch and fully stocked kitchen
  • Cellphone reimbursement
  • 401(k)
  • Green commuter benefits (1 block from Light rail)
  • Paid parking
  • Employee referrals rewards
  • Diverse & inclusive culture
  • Leadership & mentorship programs
  • Discount on Fair cars
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Technology we use

  • Engineering
    • GolangLanguages
    • JavaLanguages
    • PythonLanguages
    • RubyLanguages
    • SqlLanguages
    • SwiftLanguages
    • ReactLibraries
    • FlaskFrameworks
    • Ruby on RailsFrameworks
    • TensorFlowFrameworks
    • PostgreSQLDatabases

Location

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).

What are Fair.com Perks + Benefits

Fair.com Benefits Overview

Our name pretty much says it all. It’s our culture. It’s the way we treat our customers, our network of dealers and our fast-growing family of employees. We believe in hard work, and we believe hard work should be rewarded. That’s why we offer equity incentives, 100% coverage of medical, vision and dental premiums for employees and their families, 100% paid parental leave for 4 months, cellphone reimbursement, 401(k) retirement plans and free lunch 5 days a week for every employee. The way we see it, better to be more than fair than not to live up to our name.

Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Dental Benefits
100% coverage
Vision Benefits
100% coverage
Health Insurance Benefits
100% coverage
Retirement & Stock Options Benefits
401(K)
Company Equity
Child Care & Parental Leave Benefits
Generous Parental Leave
Flexible Work Schedule
Vacation & Time Off Benefits
Unlimited Vacation Policy
Fair offers unlimited PTO for regular, full-time employees.
Generous PTO
Fair offers 3 weeks vacation for hourly, full-time employees.
Paid Holidays
Perks & Discounts
Casual Dress
Commuter Benefits
Free Daily Meals
Game Room
Stocked Kitchen
Some Meals Provided
Fair offers delicious, healthy catered lunches Monday through Friday. Our menus are vegan and vegetarian-friendly!
Happy Hours
Parking
Relocation Assistance
Professional Development Benefits
Job Training & Conferences

Additional Perks + Benefits

Underground employee parking. Outdoor patio space for lunching al fresco.

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