2023-08-23 14:48:55

Senior Data Scientist, Campaigns

Occasional remote work possibility

Job Description

We’re looking for a seasoned Data Scientist to architect the next generation of our campaign optimization systems. You will design and scale the logic that determines which users to target and which incentives to deploy to maximize investment efficiency. If you’re excited to apply Machine Learning and Causal Inference to drive global impact, join us!

You’ll own Bolt’s campaign optimization systems end-to-end, architecting the "brain" that determines how we allocate rider and driver incentives globally. This includes building automated exploration pipelines, estimating discount sensitivities, and solving optimization problems. You'll apply predictive modeling and causal inference to measure the impact of discounts and guide strategy.

  • Architect and deploy end-to-end ML solutions (mainly uplift models) and optimization systems that maximize our investment efficiency.(Insert responsibility 2)
  • Design and execute advanced experimentation frameworks to reliably measure campaign incrementality.
  • Demonstrate technical excellence by championing rigorous statistical and engineering practices.
  • Partner with Product, Engineering, and Operations to identify opportunities and develop pragmatic solutions that solve intricate business problems.
  • Engage in regular knowledge exchange with Data Scientists across all seniority levels.

Requirements

  • 5+ years of experience in applied ML; experience in a growth role (incentives or marketplace pricing) is a plus.
  • Exceptional knowledge of ML, statistics.
  • Proficiency in Python, SQL and AI-accelerated development (with critical human-in-the-loop thinking).

Nice to have

  • Experience in a growth role (incentives or marketplace pricing) is a plus.
  • Hands-on experience in causal ML or causal inference is a big plus.

Company offers

  • Accelerate your professional growth with unique career opportunities.
  • Enjoy a rewarding salary and stock options, knowing that as Bolt succeeds, so do you.
  • Take care of your physical and mental health with our wellness perks.
  • Celebrate 5 years at Bolt with a 1-month paid sabbatical to recharge.
  • Connect with colleagues at annual company events and smaller team gatherings.
  • Balance flexibility and in-person collaboration with our hybrid model, including at least 12 monthly in-office days.