Senior Data Scientist evaluating football ML models for SumerSports’ NFL intelligence platform. Building rigorous testing, comparison, and experimentation tooling for production model quality.
Responsibilities
Contribute to model evaluation across football models
Drive one or two evaluation threads end-to-end
Build and extend tooling to test, compare, and ship models
Work with football subject-matter experts to design realistic evaluations
Catch silent regressions before models ship
Challenge metrics that do not measure their intended outcomes
Build an experimentation harness to test ideas quickly
Requirements
Strong statistical foundations
Knowledge of calibration (reliability and resolution), bootstrapping, and inter-rater reliability
Track record contributing to model evaluation on a production ML team
Production ML pipeline experience
Experience with schema drift, label noise, and leakage
Ability to build tooling, not just consume it
Self-starter who takes strategic direction and shapes their own path
AI-native approach to building skills, loops, and tooling
Stays current with research, papers, releases, and new techniques
Ability to absorb and become fluent in complex domains
Benefits
Competitive Salary and Bonus Plan
Comprehensive health insurance plan
Retirement savings plan (401k) with company match
Remote working environment
A flexible, unlimited time off policy
Generous paid holiday schedule - 13 in total including Monday after the Super Bowl
Annual performance bonus
Benefits and/or other applicable incentive compensation plans
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