Job Description
Role Summary
We are seeking a Senior Machine Learning Engineer to design and build intelligent decision-making systems using time-series forecasting, spatial modeling, and optimization techniques. The role involves evolving systems from rule-based logic to advanced ML and reinforcement learning, and deploying them at production scale.
Key Responsibilities
We are seeking a Senior Machine Learning Engineer to design and build intelligent decision-making systems using time-series forecasting, spatial modeling, and optimization techniques. The role involves evolving systems from rule-based logic to advanced ML and reinforcement learning, and deploying them at production scale.
Key Responsibilities
- Build time-series demand forecasting models using rolling statistics, classical ML, and deep learning
- Develop spatial / geospatial models using hexagonal or grid-based representations (e.g., H3)
- Implement classification models (e.g., logistic regression, tree-based models) for risk and state detection
- Design and optimize scoring and ranking engines using weighted heuristics and learned value functions
- Work on policy learning and reinforcement learning for long-horizon optimiza...
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