Machine Learning Engineer - Logistics Fulfillment
Tasks
- Apply deep reinforcement learning for warehouse optimization
- Build large language model simulation for logistics network planning
- Collaborate with product and operations to productize algorithms
- Develop multimodal large model for warehouse image recognition
- Develop reinforcement learning for first mile and last mile decision making
- Develop reinforcement learning for middle mile routing and capacity scheduling
- Extract logistics data for optimizing operation models
- Implement LLM driven labor scheduling optimization
- Implement intelligent identification of missing items
- Implement operations research and AI projects
- Iterate intelligent order allocation algorithm
Perks/Benefits
- N/A
Skills/Tech-stack
Algorithm Development | Data Modeling | Deep reinforcement learning | Demand forecasting | Dynamic Route Planning | Image Recognition | Language Models | Language Processing | Large Language Models | Machine Learning | Multimodal Learning | Natural Language | Natural Language Processing | Operations Research | Optimization | Reinforcement Learning | Route Planning | Routing optimization | Scheduling optimization | Simulation
Education
N/A
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