Senior Data Scientist, Predict (Fintech)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Data Scientist, Predict (Fintech): Developing real-time machine learning systems for fraud detection with an accent on identity-centric risk analysis and production-grade model scaling. Focus on building tree-based models, processing billions of records, and translating ML findings into actionable fraud prevention strategies.
Location: Must be local to Greater New York City (Hybrid: onsite Tuesdays through Thursdays from HQ in Manhattan)
Salary: $212,000 – $251,000
Company
provides identity risk and fraud detection solutions for financial institutions and fintechs to help them confidently serve more customers.
What you will do
- Contribute to the design, training, and evaluation of ML models powering fraud detection capabilities.
- Develop testing plans, performance metrics, and reports to drive actionable recommendations.
- Support production ML workflows, including feature generation, training, and monitoring at scale.
- Document findings and communicate complex ML insights to internal and technical teams.
- Maintain model documentation and support governance processes for transparency and compliance.
Requirements
- Must be local to Greater New York City.
- 8+ years of experience as an individual contributor in Applied Fraud Research, Data Science, or ML.
- Proven track record in a solutions or client-facing capacity.
- Expertise in working with highly imbalanced datasets and building production-grade tree-based models.
- Advanced proficiency in Python and SQL.
- Experience processing and wrangling data at scale (billions of records).
Nice to have
- Previous experience specifically in financial fraud detection.
- Advanced Degree (Masters or PhD) in a quantitative field.
- Experience managing the end-to-end lifecycle of a technical pilot or Proof of Concept.
- Experience with BI tools like Looker or modeling on graph structures.
Culture & Benefits
- Hybrid work environment with catered lunches and cultural events in the Manhattan office.
- Unlimited PTO and flexible work policy.
- Employee stock options (ISOs).
- Comprehensive medical, dental, and vision plans with HSA and FSA options.
- 401k with 100% match up to 4% of annual compensation.
- Annual Learning & Development stipend and home office stipend for new employees.
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