Staff/Senior Machine Learning Scientist - Pricing/Forecasting (Open to Remote)
Tasks
- Balance revenue optimization and brand considerations
- Build and improve forecasts
- Build evaluation infrastructure
- Build pricing optimization system
- Collaborate with print book pricing team
- Create agentic development workflows
- Define business success metrics
- Design decision logic for pricing
- Develop production quality testable code
- Evaluate migration vs enhancements
- Own end to end machine learning systems
- Partner with functions to build technical roadmap
- Perform feature engineering
- Productize forecast outputs
- Quantify uncertainty
- Run backtests and live A B tests
Perks/Benefits
- 401k
- Commuter benefits
- Dental insurance
- Educational assistance
- Flexible spending account
- Health savings account
- Life insurance
- Long-term disability insurance
- Medical insurance
- Paid time off
- Short-term Disability Insurance
- Student loan repayment program
- Vision insurance
Skills/Tech-stack
A/B | A/B Testing | B testing | Backtesting | Bayesian Hierarchical Models | Bayesian Methods | Calibration | Data Validation | Feature Engineering | Hierarchical Forecasting | Hierarchical models | Inference Pipelines | Machine Learning | Model Monitoring | Probabilistic Programming | Python | R | Regression testing | Reproducible Workflows | SQL | Time Series | Uncertainty Quantification
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
Cities
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