Machine Learning Engineer
Core
Build smart optimization models to improve last-mile delivery planning, driver allocation, and delivery capacity for a grocery retailer.
Role type
Senior Machine Learning Engineer (Operations Optimization)
Builds
Scalable backend services for route optimization, capacity planning, and order allocation.
Domain
Logistics & Supply Chain Optimization
Deliverable
production ML models
Required skills
Optimization algorithms, Python, Machine Learning (regression, tree-based models, neural networks), Statistics, Linear Algebra, Probability, Experimentation design, Bias detection, System architecture, Testing, Design patterns
Preferred skills
Coaching and mentoring, End-to-end thinking, Critical thinking
Technologies
Python
Responsibilities
Optimize delivery routes to improve efficiency and costs, Develop ML models to predict capacity and improve planning decisions, Allocate orders to efficient fulfillment locations, Build and maintain scalable backend services for planning, Solve complex optimization problems with dynamic parameters, Coach and support other team members
