CO - Sr. Data Scientist - 229
Core
Designing and executing data science experiments, predictive models, and analytics to drive risk, underwriting, and revenue decisions for eCommerce funding.
Role type
Senior IC data scientist (credit risk & revenue forecasting)
Builds
Production-grade models and analytics for risk scoring, revenue forecasting, and policy performance
Domain
Fintech / eCommerce funding / Credit risk
Deliverable
production ML models
Required skills
Statistics and experimentation design, Causal reasoning, Predictive modeling (classification, regression, time series), Python, SQL, Feature engineering, Model monitoring and drift detection, Stakeholder alignment
Preferred skills
Credit risk and underwriting experience, Financial forecasting, BigQuery or Snowflake, dbt, MLOps patterns, Cloud environments, Messy third-party data handling
Technologies
Python, SQL, BigQuery, Snowflake, dbt
Responsibilities
Design and execute data science experiments including causal analysis and A/B tests; Develop and iterate on predictive models for credit/risk scoring and revenue forecasting; Own model performance and monitoring including drift investigation; Partner with Product Engineering to productionize models; Perform exploratory data analysis and feature engineering on real-world data; Mentor team members through pairing and feedback
Seniority
Senior, hands-on IC
