Product Data Scientist
Core
Product Data Scientist driving product decisions in consumer lending through statistics, experimentation, and AI tooling.
Role type
Senior IC Product Data Scientist
Builds
Consumer lending products and data-driven product features
Domain
FinTech / Consumer Lending
Deliverable
production ML models | product features | dashboards & analysis
Required skills
hypothesis testing, causal inference, experiment design, SQL, Python or R, data engineering fundamentals, statistical modeling, AI tool usage, problem structuring, stakeholder communication
Preferred skills
fintech background, CDP platforms, event instrumentation, credit/risk modeling, dbt, Airflow, agile product team experience
Technologies
SQL, Python, R, Segment, mParticle, Amplitude, dbt, Airflow
Responsibilities
Design and validate experiments to inform product decisions; develop and communicate tradeoffs of statistical and machine learning models; use AI tools for analysis and documentation; partner with engineers on data pipelines; structure ambiguous problems for stakeholders
Seniority
Senior, hands-on IC
