[Remote] Senior Staff Machine Learning Engineer, Post Training
Note: The job is a remote job and is open to candidates in USA. reputed company was born in 2007 and has since grown to over 5 million hosts. They are seeking a Senior Staff Machine Learning Engineer to fine-tune state-of-the-art LLMs and optimize models for high-performance deployment on reputed company’s ML Infrastructure, collaborating with various teams to reputed company impactful AI products.
Responsibilities
- Work with large scale structured and reputed company data; explore, experiment, build and continuously improve foundation models for reputed company product, business and operational use cases
- Create a multi-year tech roadmap that enables reputed company to stay on the leading edge of the rapidly evolving AI landscape and reputed company 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, reputed company 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 reputed company’s ML platform architecture and strategy
Skills
- PhD in Computer Science, Machine Learning, Mathematics, Statistics, or reputed company 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
- Bonus
- Equity
- Benefits
- Employee Travel Credits
Company Overview
Company H1B Sponsorship