Machine Learning Engineer Graduate (E-Commerce Supply Chain & Logistics - LLM/Agent) - 2027 Start (PhD)

Summary

Machine Learning Engineer building LLM-powered agent and RAG systems for TikTok's e-commerce supply chain and logistics. Work spans multimodal structured understanding, agent workflow automation, runtime orchestration, inference optimization, and benchmark/online evaluation.

- Build RAG and knowledge retrieval systems - Build domain LLM capabilities with post training - Design multimodal structured understanding for logistics - Develop agent systems for workflow automation - Develop large language models for logistics - Evaluate agents with benchmarks and golden set - Implement runtime orchestration and memory management - Optimize inference cost and latency - Perform regression testing and online feedback loops

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