Senior Staff Machine Learning Engineer, Post Trainingremoterocketship • United States
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Senior Staff Machine Learning Engineer, Post Training
remoterocketship
- United States
- United States
About
Work with large scale structured and unstructured data; explore, experiment, build and continuously improve foundation models for Airbnb product, business and operational use cases. Create a multi-year tech roadmap that enables our team to stay on the leading edge of the rapidly evolving AI landscape and leverage the best in class technologies to deliver customer benefits. Continuously evaluate recent and upcoming large foundational models, ensuring the selection and refinement of the highest quality models for enhanced performance and efficiency. Hands-on prototype, develop and productionize LLM models and pipelines at scale, including both batch and real-time use cases. Drive key AI architectural decisions for products, and contribute to Airbnb’s ML platform architecture and strategy. Requirements:
PhD in Computer Science, Machine Learning, Mathematics, Statistics, or related technical field. 10+ years of experience with developing machine learning models and products at scale from inception to business impact. Programming experience in Python and hands-on experience with frameworks such as PyTorch. 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 training and inference; language model evaluation; and/or multilingual and multimodal modeling. Or specialized experience in runtime optimizations, model quantization, compression, on-device inference, GPU inference, pytorch, kernel development. Benefits:
This role may also be eligible for bonus, equity, benefits, and Employee Travel Credits.
Languages
- English
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