Own the FinEng Measurement Strategy
Define the north-star revenue and monetization metrics across checkout, payments, subscriptions, and pricing.
Establish guardrails across conversion, fraud/risk, payment latency, cost-to-serve, and reliability.
Partner with Finance to ensure alignment between product metrics and financial reporting.
Lead and Scale Experimentation
Build and oversee the experimentation program for in-house checkout and subscription systems.
Define staged rollouts, guardrails, and offline incrementality methods when online testing is constrained.
Raise the bar on causal rigor across monetization decisions.
Build and Lead the FinEng DS Team
Hire, mentor, and grow a team of high-impact data scientists.
Set the technical direction for experimentation, causal inference, and monetization analytics.
Create operating rhythms that translate insights into shipping decisions.
Drive Global Monetization Optimization
Lead analytics for international payment method expansion, FX strategy, and pricing localization.
Reduce involuntary churn through intelligent retry logic, targeted nudges, and payment optimization.
Develop elasticity frameworks and pricing models that inform packaging and long-term revenue strategy.
Build Durable Data Infrastructure
Partner with FinEng Data Engineering to create source-of-truth datasets and operational visibility.
Establish SLIs/SLOs, alerting, and proactive monitoring across payment flows.
Ensure analytics scales with product and geographic expansion.

7+ years in data science, experimentation, or product analytics, including leadership experience
Experience leading monetization, payments, checkout, or subscription analytics
Deep fluency in SQL and Python, and strong causal inference instincts
A track record of building experimentation platforms or scaling testing programs
Experience managing or mentoring high-performing data scientists
Strong executive communication skills and ability to influence cross-functional leaders
Payments infrastructure or PSP experience (bank rails, disputes, fraud/risk systems)
Background in offline incrementality, uplift modeling, CUPED, or counterfactual evaluation
Experience with global payment methods, FX strategy, and pricing optimization
Built operational analytics systems (alerting, SLIs/SLOs, monitoring)
Partnered closely with Finance or revenue accounting teams

Medical, dental, and vision insurance for you and your family, with employer contributions to Health Savings Accounts
Pre-tax accounts for Health FSA, Dependent Care FSA, and commuter expenses (parking and transit)
401(k) retirement plan with employer match
Paid parental leave (up to 24 weeks for birth parents and 20 weeks for non-birthing parents), plus paid medical and caregiver leave (up to 8 weeks)
Paid time off: flexible PTO for exempt employees and up to 15 days annually for non-exempt employees
13+ paid company holidays, and multiple paid coordinated company office closures throughout the year for focus and recharge, plus paid sick or safe time (1 hour per 30 hours worked, or more, as required by applicable state or local law)
Mental health and wellness support
Employer-paid basic life and disability coverage
Annual learning and development stipend to fuel your professional growth
Daily meals in our offices, and meal delivery credits as eligible
Relocation support for eligible employees
Additional taxable fringe benefits, such as charitable donation matching and wellness stipends, may also be provided.

Data Scientist, FinEng

Key skills