Senior Machine Learning Engineer II, Fulfillment, Matching and Positioning
Tasks
- Build data pipelines and features
- Build production ML and optimization solutions
- Collaborate cross functional partners on roadmaps and metrics
- Deploy low latency decision services
- Design optimization and machine learning algorithms
- Implement order batching and shopper assignment
- Integrate ML and optimization with solvers
- Monitor experiments and system performance
- Own model lifecycle from data to monitoring
- Participate in on call rotation and mentor peers
- Perform code reviews testing and design documentation
- Run offline evaluation simulation and A B testing
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | AWS | Alerting | B testing | CP-SAT | CPLEX | Causal Inference | Code review | Contextual Bandits | Counterfactuals | Dashboards | Docker | Feature Store | Flink | Geospatial Data | Geospatial Routing APIs | Geospatial routing | Google Cloud | Graph Algorithms | Gurobi | Heuristics | Integer Programming | Kafka | Kubernetes | Learning-to-Rank | Low Latency | Low-Latency Systems | Machine Learning | Metaheuristics | Microservices | Mixed Integer | Mixed-Integer Programming | Monitoring | OR-Tools | Profiling | Python | Reinforcement Learning | Routing APIs | SQL | Simulation | Streaming Data | Testing
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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