Machine Learning Scientist 4 - Subscription Forecasting
Tasks
- Backtest forecasts
- Build forecasting models
- Build forecasting pipeline
- Deploy and monitor models
- Develop scenario modeling and simulation
- Incorporate pricing impact into predictions
- Productionize forecasting models
- Quantify uncertainty in forecasts
- Translate forecast outputs into business recommendations
Perks/Benefits
- 401k retirement plan
- Disability benefits
- Family-forming benefits
- Flexible spending account
- Flexible time off
- Health insurance
- Health savings account
- Life insurance
- Mental health support
- Paid leave of absence
- Paid time off
- Stock options
Skills/Tech-stack
Backtesting | Data Drift | Data Drift Detection | Drift Detection | Machine Learning | Model Monitoring | PyTorch | Python | Regression | Retraining | SQL | Scenario Modeling | Simulation | StatsModels | Time Series
Education
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