Generative AI Engineer
Tasks
- Collaborate with cross-functional teams to define requirements
- Construct training datasets and data pipelines
- Design fine tuning workflows for large language models
- Execute reinforcement learning and preference optimization training pipelines
- Implement distributed training strategies
- Operate GPU cluster training jobs and implement failure recovery
- Review designs and mentor junior engineers
- Run rigorous model evaluation and benchmark testing
Perks/Benefits
Skills/Tech-stack
Benchmarks | Dataset Construction | Direct Preference Optimization | Distributed Training | Evaluation | FSDP | Fine Tuning | GPU clusters | Human Feedback | Human evaluation | Language Models | Large Language Models | Learning from Human Feedback | Pipeline parallelism | Preference optimization | PyTorch | Python | Reinforcement Learning | Reinforcement Learning from Human Feedback | Transformer | Zero
Education
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