Sr. Staff Data Scientist, Lending
Category Data Location Mountain View, California ; San Francisco, California Job ID 22500
USD 197K-270K (estimate) Senior-level Full Time
Tasks
- Advise on measurement safety risk and ethics
- Apply causal inference when A B testing is limited
- Connect model metrics to customer and business outcomes
- Create customer segmentation strategies
- Design and interpret complex experiments
- Develop reusable analytics frameworks and methodologies
- Generate and validate hypotheses
- Lead experimentation culture at scale
- Mentor data scientists and set scientific standards
- Partner on build buy and analytics tooling decisions
- Set analytics vision across initiatives
- Translate business strategy into analytical problems
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | Bandit Algorithms | Causal Inference | Customer Segmentation | Data Analysis | Difference-in-differences | Doubly Robust | Doubly-robust estimation | Experiment design | Experimental Design | Geo-experiments | Holdout testing | Hypothesis Testing | Instrumental Variables | Machine Learning | Predictive Modeling | Prescriptive Modeling | Propensity score | Quasi Experimental | Quasi-Experimental Design | Robust Estimation | Synthetic control
Education
Regions
Countries
States
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