Generative AI Engineer
Tasks
- Collaborate with cross-functional stakeholders
- Construct training datasets
- Design fine tuning workflows for large language models
- Develop evaluation methodology and benchmarks
- Execute supervised fine tuning workflows
- Implement preference optimization methods
- Implement reinforcement learning from human feedback
- Mentor junior engineers
- Operate and recover training pipelines
- Perform code review and design review
- Run training jobs on GPU clusters
Perks/Benefits
Skills/Tech-stack
Benchmarks | DPO | Data Generation | Dataset Construction | Dataset Distillation | Distributed Training | Evaluation | FSDP | Fine Tuning | GPU clusters | Human evaluation | Language Models | Large Language Models | Multimodal | Pipeline parallelism | Preference optimization | PyTorch | Python | RLHF | Reinforcement Learning | Supervised Learning | Synthetic Data Generation | Synthetic data | Transformer | Zero
Education
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