AI Agent Algorithm Engineer Intern (Global E-Commerce, Affiliate) - 2027 Start (PhD)
Tasks
- Automate RCA and policy updates
- Build LLM as judge evaluation
- Build agent runtime
- Create data flywheel for training evaluation and retrieval
- Design and integrate tools and tool connectors
- Develop offline online evaluation harnesses
- Engineer context and memory for long multi turn agents
- Implement retrieval then load pipelines
- Implement self evolving loop with replay and simulators
- Post train and fine tune large language models
- Ship end to end features to production
Perks/Benefits
Skills/Tech-stack
AI Feedback | Agent Orchestration | C++ | Context Compaction | Context Editing | Context Summarization | Cost Optimization | Data Flywheel | Deep learning | Direct Preference Optimization | Fine Tuning | Go | Human Agreement Calibration | Human Feedback | Inference Serving | Information Retrieval | Java | KV cache | LLM Fine-tuning | LLM-as-judge | Language Models | Language Processing | Large Language Models | Latency optimization | Learning from Human Feedback | Machine Learning | Mixture of Experts | Model Evaluation | Multilingual NLP | Natural Language | Natural Language Processing | Preference optimization | Prompt Caching | Python | RAG | Reinforcement Learning | Reinforcement Learning from AI Feedback | Reinforcement Learning from Human Feedback | Reinforcement Learning from Video Reward | Retrieval-Augmented Generation | Reward Modeling | Rust | Safety evaluation | Supervised Fine Tuning | TensorRT-LLM | Tool use | VLLM
Education
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