PhD Data Generation and User Simulation Research Intern — Fall 2026
US, CA, Santa Clara, United States
USD 60K-188K Entry-level Full Time Internship
Tasks
- Calibrate simulated users to real behavioral signatures
- Create synthetic instructional and assessment data
- Develop user simulation for LLM training
- Evaluate synthetic data using downstream model performance
- Extract process rewards from multi step interactions
- Guide trajectory generation with verification
- Integrate methods into training and evaluation pipelines
- Prepare research findings for internal presentations and publications
- Research generative models
Perks/Benefits
- N/A
Skills/Tech-stack
Agent simulation | Behavioral Modeling | DPO | Data Curation | Data Generation | Distributed Training | Generative Modeling | Huggingface | LLM post training | Language Models | Large Language Models | Multi-Agent | Multi-agent simulation | Multilingual Evaluation | Post-training | PyTorch | Python | RLHF | Reinforcement Learning | Reward Modeling | SFT | Synthetic Data Generation | Synthetic data | VLLM
Education
Roles
Regions
Countries
States
Cities
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