Senior Data Scientist, ML (incentives)

Robinhood Robinhood · Fintech · Menlo Park, CA · ENG Data Science

Senior Data Scientist, ML role focused on building, deploying, and iterating on predictive and causal ML models for incentive targeting and allocation in a fintech growth context. The role involves designing experiments, optimizing algorithms under constraints, and influencing long-term growth modeling strategy, including personalization and cross-sell optimization.

What you'd actually do

  1. Build, deploy, and iterate on predictive and causal models for incentive targeting
  2. Design and evaluate experiments to measure incremental impact, payback, and ROI of promotional programs
  3. Partner cross-functionally with Product, Finance, Marketing, and Engineering to inform scalable incentive strategies
  4. Design and optimize incentive allocation algorithms under budget and policy constraints to maximize incremental impact
  5. Monitor production systems, analyze user behavior, and propose algorithmic and policy improvements

Skills

Required

  • Python
  • SQL
  • ML frameworks (e.g., scikit-learn, XGBoost, PyTorch or TensorFlow)
  • Airflow and production pipelines
  • tools for causal ML and experimentation
  • predictive modeling
  • uplift modeling
  • causal inference
  • experimentation design

Nice to have

  • growth, incentives, marketplace, or personalization domains

What the JD emphasized

  • lead the end-to-end design, optimization, and evolution of Robinhood’s incentive systems
  • own highly impactful ML systems
  • shaping incentive strategy at company scale
  • applying ML in production
  • owning models end-to-end
  • Deep expertise in predictive modeling, uplift modeling, causal inference, and experimentation design

Other signals

  • building modeling, measurement, and optimization systems
  • predictive and causal ML models
  • design experimentation frameworks
  • decisioning and allocation algorithms
  • incentive systems
  • growth modeling
  • personalization
  • cross-sell optimization