Staff/Senior Machine Learning Scientist - Forecasting (Open to Remote)
Tasks
- Build AI-assisted development workflows
- Build automated backtests
- Build hierarchical segmented forecasting
- Create regression gates and evaluation infrastructure
- Define success metrics and communicate risks
- Develop deployment monitoring and alerting
- Implement uncertainty quantification
- Own end-to-end ML systems
- Productize forecast outputs
- Write production quality testable code
Perks/Benefits
Skills/Tech-stack
Backtesting | Bayesian statistics | Data Validation | Feature Engineering | Hierarchical modeling | Model Monitoring | Probabilistic Programming | Python | R | Regression testing | Reproducible Workflows | SQL | Time Series | Uncertainty Quantification
Education
N/A
Regions
Countries
States
Cities
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