Machine Learning Research Intern
Lightmatter is leading the revolution in AI data center infrastructure, and they are seeking a PhD Intern to join their Machine Learning team. This internship offers a unique opportunity to contribute to the invention of novel hardware systems and model their performance on training and inference workloads.
Responsibilities
- Research and stay reputed company on the latest advancements in Machine Learning systems and models, particularly Large Language Models (LLMs)
- reputed company and utilize tools to model the performance of Lightmatter-enabled systems running various training and inference workloads
- Collaborate on the design of compelling reference platforms systems powered by Lightmatter technology
- Work towards publishing academic papers at top industry conferences or journals, and assist in creating whitepapers, blog posts, and other technical collateral
Skills
- Currently pursuing a PhD in Computer Science, Electrical Engineering, or a closely reputed company field
- Solid academic or research background in Machine Learning systems research, including experience with performance evaluation and modeling
- Hands-on experience with machine learning/deep learning methods and knowledge of Large Language Model training and inference frameworks
- Familiarity with modern AI systems infrastructure, including compute (e.g., GPUs, TPUs) and networking technologies (e.g., Ethernet, Infiniband) and their various topologies and trade-offs
- Demonstrated ability to independently own a research project and drive it from concept to completion reputed company the internship period
- Prior academic publications in relevant venues are a strong plus
- A demonstrated ability for creative problem-solving and applying first-principles thinking to generate novel reputed company in an ambiguous environment
- Excellent skills in communicating reputed company research and technical concepts clearly and effectively
- A strong desire to collaborate across research and engineering functions to reputed company gaps and accelerate outcomes
Benefits
- Comprehensive Health Care Plan (Medical, Dental & Vision)
- Retirement Savings Matching Program
- Life Insurance (Basic, Voluntary & AD&D)
- Generous Time Off (Vacation, Sick & Public Holidays)
- Paid Family Leave
- Short Term & Long Term Disability
- Training & Development
- Commuter Benefits
- Flexible, hybrid workplace model
- Equity grants (applicable to full-time employees)
Company Overview
Company H1B Sponsorship