AI Accelerators Compiler and Architecture Research Intern: 2025
Company
IBM
Location
US Yorktown Heights
Type
Full Time
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
Views
0
Similar Jobs
2025 Intern: Research Scientist - Human-Centered Generative AI - IBM
Views in the last 30 days - 0
The text describes an internship opportunity at IBM Research focusing on humancentered AI and generative AI The team is looking for interns with a bac...
View DetailsResearch Scientist - AI Models Science Intern: 2025 - IBM
Views in the last 30 days - 0
The MITIBM Watson AI lab is seeking outstanding students for a summer internship to work on artificial intelligence research projects The internship i...
View Details2025 Intern: Research Scientist - Human-Centered Generative AI - IBM
Views in the last 30 days - 0
The text describes an internship opportunity at IBM Research focusing on humancentered AI and generative AI The team is looking for interns with a bac...
View DetailsResearch Intern: Responsible Tech and Open Source Solutions - IBM
Views in the last 30 days - 0
IBM Research is seeking a motivated student to help develop and increase adoption of an opensource recommendation system The role involves Python deve...
View DetailsDesign Intern - Advanced Integrated Circuits Research - IBM
Views in the last 30 days - 0
The job posting is for a 2025 summer internship with a worldclass team of engineers and researchers The role involves collaborating on architecture an...
View DetailsSoftware Engineer - AI-powered Automation Intern: 2025 - IBM
Views in the last 30 days - 0
The job posting is for a summer internship at IBM Research where you will work on AI research and development The role involves designing and implemen...
View Details