AI Accelerators Compiler and Architecture Research Intern: 2025
Job Description
IBM Research Scientists are charting the future of Artificial Intelligence creating breakthroughs in quantum computing discovering how blockchain will reshape the enterprise and much more. Join a team that is dedicated to applying science to some of today’s most complex challenges whether it’s discovering a new way for doctors to help patients teaming with environmentalists to clean up our waterways or enabling retailers to personalize customer service.
Your Role and Responsibilities
Work with a team of world-class researchers to design and implement compiler optimizations for AI accelerators targeting state-of-the-art LLMs (large language models). Develop compiler software for design space exploration to map AI applications to AI accelerators.
- Engage with other researchers to debate and discuss merits of existing and proposed compiler optimizations for AI accelerators.
- Prepare internal reports and presentations to summarize progress/blockers.
- Perform research and propose new concepts in compilers to exercise the computer architecture features.
- Implement the compiler optimizations to generate programs that exercise the computer architecture features.
- Evaluate the performance benefits using the software simulators across different use-cases and determine the hardware and software bottlenecks to improve performance.
- Performa cost-benefit analysis using the cost models and the simulator performance and propose changes to the hardware and software to improve the trade-offs.
Required Technical and Professional Expertise
- Applicants should be PhD & MS students pursuing graduate studies.
- Strong software engineering background and
- Proficiency in C C++ and Python programming
- Proficiency in state-of-the-art deep-learning models (example large-language models for Generative AI applications).
- Strong background in AI accelerators architecture and compilers.
Preferred Technical and Professional Expertise
- Strong software engineering background and
- Proficiency in C C++ and Python programming
Date Posted
10/10/2024
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