Machine Learning Manager, Operations
Tasks
- Build problem routing and escalation models
- Coach and develop machine learning scientists
- Collaborate with product engineering data and operations leaders
- Define robust model validation
- Design build and deliver production machine learning systems
- Develop demand forecasting models
- Establish technical standards documentation and monitoring
- Implement real time supply demand matching
- Lead machine learning strategy for workforce management
- Monitor model performance and reliability
- Predict time to completion
- Translate ambiguous operational problems into iterative ML systems
Perks/Benefits
Skills/Tech-stack
Demand forecasting | Forecasting | Machine Learning | Model Validation | Monitoring | Operations Research | Optimization | Production Machine Learning | Real Time | Real-time Systems | Routing Systems | Series analysis | Statistics | Time Series | Time Series Analysis | Time Systems
Education
N/A
Regions
Countries
States
Cities
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