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sql python pytorch statistics data pipelines📋 Description
- Build, iterate, and deploy models to production focused on predicting sports outcomes.
- Train ML models and build frameworks using xgboost, sklearn, PyTorch.
- Manage SQL queries to keep data pipelines efficient and up-to-date.
- Rigorously backtest models to ensure highly accurate predictions.
🎯 Requirements
- Demonstrable sports-focused ML projects or novel approaches to ML.
- Strong technical or math/statistics background (CS, stats, math).
- Strong coding skills in Python and SQL.
- Interest in sports betting, prediction markets, fantasy sports.
- Proven ability to build sophisticated models, not templates.
- Deep passion for sports and in-depth knowledge of a few sports.
🎁 Benefits
- Company-subsidized medical, dental, & vision plans.
- 401(k) plan with company match.
- Annual bonus.
- Flexible PTO to encourage work-life balance (2 weeks strongly encouraged).
- Generous paid leave programs including 16-week parental leave and disability benefits.
- Company equipment provided (Windows & Mac options).
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