Principal Machine Learning Engineer- LLM Fine-tuning and Optimization
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Full time
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python pytorch rag llm fine-tuning📋 Description
- Work with large-scale structured and unstructured data to build foundation models.
- Create a multi-year tech roadmap for leading-edge AI tech.
- Evaluate foundational models to refine high-quality models.
- Prototype, develop and productionize LLM models and pipelines at scale.
- Drive AI architecture decisions and contribute to Airbnb’s ML platform.
🎯 Requirements
- PhD in Computer Science, ML, Mathematics, Statistics, or related field.
- 10+ years of experience building ML models at scale.
- Python programming with PyTorch experience.
- Proven record of training, fine-tuning, optimization and inference runtime.
- Post-training experience: data processing for fine-tuning, alignment, RL, eval, multilingual.
- Specialized runtime optimizations: quantization, on-device/GPU inference, kernels.
🎁 Benefits
- Our Commitment To Inclusion & Belonging.
- Disability accommodations available upon request.
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