Generative AI Engineer
Tasks
- Build dataset construction and quality assurance pipelines
- Construct scalable distributed training pipelines
- Design evaluation suites with automated benchmarks and human evaluation
- Design fine tuning experiments for large language models
- Implement parameter efficient fine tuning
- Implement safety and policy evaluations
- Manage model artifacts and reproducibility
- Mentor engineers on fine tuning and evaluation
- Operate GPU cluster training jobs and recover training state
- Optimize training throughput with mixed precision and efficient attention
- Translate LLM research into production ready training recipes
- Tune hyperparameters and optimizer configurations
Perks/Benefits
- N/A
Skills/Tech-stack
Adapters | Benchmarking | DPO | Deep learning | Distributed Training | Efficient Attention | Efficient Fine Tuning | Evaluation | FSDP | Fine Tuning | GPU clusters | Human evaluation | Language Models | Large Language Models | LoRA | Mixed Precision | Parameter efficient fine-tuning | Pipeline parallelism | Policy Evaluation | Preference optimization | PyTorch | Python | QLoRA | RLHF | Safety evaluation | Sequence Packing | Supervised Learning | Zero
Education
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