Related skills
snowflake sql python xgboost lightgbm📋 Description
- Own and operate production ML models (monitoring, debugging, iteration)
- Develop, train, and optimize models for real-time bidding/decisioning
- Clarify problems with stakeholders; translate needs into technical solutions
- Design feature engineering pipelines balancing performance and latency
- Write production-quality Python code; collaborate on deployment/CI/CD
- Analyze model behavior using logs and metrics to identify issues
🎯 Requirements
- Strong Python experience, including production systems
- Solid SQL skills; experience with analytical databases (Snowflake or similar)
- Hands-on training/tuning of tree-based models (LightGBM, XGBoost, CatBoost)
- Experience deploying/maintaining ML models beyond experimentation (APIs, batch, streaming)
- Comfort working across dev, staging, and production environments
- Ability to operate with limited guidance: ask good questions and move work forward
🎁 Benefits
- Opportunity to work from home
- Medical, dental, and vision insurance
- Up to 15 days of PTO
- 12 company holidays observed
- 401k plan with company match
- Professional growth opportunity
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