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Senior Staff Machine Learning Engineer, Post Training

🕒 10 days ago
Machine LearningArtificial IntelligenceLLM Fine-tuningModel Optimization

📜 Description

  • Work with large scale structured and unstructured data to improve foundation models for various use cases.
  • Create a multi-year tech roadmap to leverage cutting-edge AI technologies.
  • Continuously evaluate and refine large foundational models for enhanced performance.
  • Prototype, develop, and productionize LLM models and pipelines at scale.
  • Drive key AI architectural decisions and contribute to Airbnb's ML platform strategy.

🛠️ Requirements

  • PhD in Computer Science, Machine Learning, Mathematics, Statistics, or related field.
  • 10+ years of experience developing machine learning models and products at scale.
  • Programming experience in Python and hands-on experience with frameworks like PyTorch.
  • Proven record of training, fine-tuning, and optimizing models.
  • Post-training experience in data processing, LLM alignment, and reinforcement learning.

Benefits

  • PhD in Computer Science, Machine Learning, Mathematics, Statistics, or related technical field.
  • Proven record of training, fine tuning, optimizing models and inference run-time
  • Post-training experience in areas like data processing for fine-tuning; responsible LLMs; LLM alignment; reinforcement learning; efficient
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