AI Agent Algorithm Engineer Intern (Global E-Commerce, Conversational AI) - 2027 Start (PhD)
Tasks
- Automate root cause analysis and policy improvement
- Build LLM as judge evaluation
- Build agent runtime and loop control
- Calibrate evaluation with human agreement
- Create training and evaluation data flywheel
- Design and integrate tools and connectors
- Develop offline to online evaluation harnesses
- Engineer context and memory for multi turn agents
- Implement retrieval then load for just in time context
- Implement self evolving loop with replay and user simulator
- Implement tool and skill search for large inventories
- Post train and fine tune large language models
- Ship end to end agent surface to production
Perks/Benefits
- N/A
Skills/Tech-stack
AI Feedback | C++ | Context Summarization | Deep learning | Direct Preference Optimization | Evaluation | Fine Tuning | Go | Human Agreement Calibration | Human Feedback | Inference | Information Retrieval | Java | LLM-as-judge | Language Models | Language Processing | Large Language Models | Learning from Human Feedback | MCP | Machine Learning | Model Serving | Natural Language | Natural Language Processing | Preference optimization | Python | RAG | Reinforcement Learning | Reinforcement Learning from AI Feedback | Reinforcement Learning from Human Feedback | Retrieval-Augmented Generation | Reward Modeling | Rust | Supervised Fine Tuning | Tool use
Education
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