Y Combinator Senior Machine Learning Engineer
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Summary
Design and deploy ML models for predictive analytics, feature engineering, and backtesting to production in a data-driven product company.
- Build predictive and descriptive models
- Create analytical datasets from data marts
- Define performance metrics and rating systems
- Design predictive models
- Establish backtesting and monitoring practices
- Investigate model failures and drift
- Move models from prototype to production
- Perform feature engineering
- Translate domain questions into modelling problems
- Validate models with rigorous evaluation