Senior Data Scientist (Fintech)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Data Scientist (Fintech): Developing predictive and causal machine learning models for incentive systems to drive customer activation, retention, and revenue with an accent on experimental design and optimization. Focus on building scalable decisioning algorithms and infrastructure to influence user behavior at company scale.
Location: Must be based in the US, with a requirement to work from the Menlo Park, CA office at least 3 days per week.
Salary: $146,000–$220,000 USD (based on compensation zone).
Company
is a mission-driven financial technology company democratizing access to the financial markets for everyone.
What you will do
- Build and iterate on predictive and causal models for incentive targeting.
- Design experimentation frameworks to measure incremental impact and ROI of promotional programs.
- Optimize incentive allocation algorithms under budget and policy constraints.
- Collaborate with Product, Finance, and Engineering to inform growth strategies.
- Monitor production ML systems and propose algorithmic improvements.
- Influence the long-term vision for growth modeling and personalization.
Requirements
- 5+ years of experience applying ML in production.
- Strong technical skills in Python and SQL.
- Proficiency with ML frameworks such as scikit-learn, XGBoost, PyTorch, or TensorFlow.
- Deep expertise in predictive modeling, causal inference, and experimental design.
- Experience with Airflow and production pipelines.
- Ability to translate ambiguous business goals into measurable algorithmic solutions.
Culture & Benefits
- Comprehensive health insurance (100% paid for employees).
- Performance-driven bonus programs and equity ownership.
- 401(k) matching.
- Flexible lifestyle wallet for wellness and learning.
- Paid time off, parental leave, and company holidays.
- On-site catered meals and events at modern office workspaces.
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