Principal Data Scientist (Fintech)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Principal Data Scientist (Fintech): Designing and maintaining measurement frameworks and predictive models for a high-scale payments ecosystem with an accent on payment success rates, risk scoring, and anomaly detection. Focus on building AI-native data products, optimizing retry strategies, and influencing backend architecture decisions.
Location: Hybrid: Must be based in Denver, San Francisco, or New York City (office attendance 2-3 days per week)
Salary: $184,000 – $250,000 per year
Company
is a platform that helps small businesses manage payroll, health insurance, 401(k)s, and HR.
What you will do
- Design and maintain measurement frameworks for payment success rates, failure root causes, and settlement timing.
- Collaborate with backend engineering teams to translate infrastructure constraints into experiments and influence roadmap prioritization.
- Design and analyze A/B tests and quasi-experiments across payment flows, including retry logic and routing decisions.
- Develop and deploy predictive models for payment failure prediction and risk scoring at transaction scale.
- Build AI-native data products and automated workflows with necessary guardrails for a regulated financial context.
- Translate complex statistical results into actionable narratives for executive leadership and stakeholders.
Requirements
- 10+ years of experience in Data Science at a product-focused software company.
- Deep domain knowledge of payments infrastructure (ACH, card networks, bank integrations, settlement flows).
- Strong proficiency in SQL and Python for querying large-scale transactional datasets.
- Proven expertise in experimentation and causal inference within challenging payment contexts.
- Experience building data products where AI is a core component, not just a tool for efficiency.
- Track record of influencing backend engineers and technical stakeholders.
Culture & Benefits
- Support for the small business economy and a mission-driven environment.
- Comprehensive Total Rewards philosophy.
- Hybrid work model with designated office days in key US hubs.
- Inclusive culture that celebrates a wide variety of backgrounds.
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