Senior Machine Learning Engineer, Operations Research
Core
Designing and deploying machine learning solutions for order batching, shopper routing, service availability prediction, and real-time assignment to optimize a multi-sided marketplace.
Role type
Senior IC machine learning engineer (operations research)
Builds
Production ML models and algorithms for fulfillment optimization
Domain
Grocery delivery / Logistics / Combinatorial optimization
Deliverable
production ML models
Required skills
Operations Research, mathematical programming, combinatorial optimization, Python, SQL, Pandas, scikit-learn, XGBoost, Keras/Tensorflow
Preferred skills
Deep learning frameworks, marketplace optimization techniques
Responsibilities
Design, develop, and deploy machine learning solutions; Collaborate with product managers, data scientists, and backend engineers; Engage with diverse stakeholders to align solutions with business goals; Refine and advance algorithms and models for operational efficiency
Seniority
Senior, hands-on IC
