Generative AI Engineer
Tasks
- Construct training datasets
- Coordinate cross functional requirements into solutions
- Design fine tuning workflows for large language models
- Ensure reliable GPU cluster training operations
- Execute transformer model training pipelines
- Implement RLHF and DPO preference optimization
- Mentor junior engineers
- Operationalize distributed training jobs
- Perform code review and design review
- Run rigorous model evaluation and benchmarks
Perks/Benefits
Skills/Tech-stack
Data Generation | Dataset Construction | Dataset Distillation | Direct Preference Optimization | Distributed Training | FSDP | Fine Tuning | GPU clusters | Human Feedback | Human evaluation | Language Models | Large Language Models | Learning from Human Feedback | Model Evaluation | Multimodal Learning | Pipeline parallelism | Preference optimization | PyTorch | Python | Red Teaming | Reinforcement Learning | Reinforcement Learning from Human Feedback | Synthetic Data Generation | Synthetic data | Transformers | Zero
Education
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