Intern - Microelectronics Algorithms, Software Scaling
SLAC National Accelerator Laboratory • Menlo Park, CA • Posted July 08, 2026
About the Role
**Job Description**
**Position Overview:**
The internship will focus on estimating scaling of different algorithms/software used in both Machine Learning and Scientific Applications. During the internship, the student will work on analyzing multiple ML and AI software including state of the art Large Language Models like ChatGPT, Gemini, Llama etc. The algorithms will be researched in terms of scalability and complexity for different applications such as time series, sensing, natural language processing using transformers, convolutional neural networks etc. The analysis will provide basis to a larger DOE effort currently developing roadmap for energy efficiency in computing.
The objective of this internship is to give students an opportunity to gain valuable hands-on experience by working on real-world problems related to bridging their expertise in algorithm and software development with using these algorithms for real applications for scientific application...
**Position Overview:**
The internship will focus on estimating scaling of different algorithms/software used in both Machine Learning and Scientific Applications. During the internship, the student will work on analyzing multiple ML and AI software including state of the art Large Language Models like ChatGPT, Gemini, Llama etc. The algorithms will be researched in terms of scalability and complexity for different applications such as time series, sensing, natural language processing using transformers, convolutional neural networks etc. The analysis will provide basis to a larger DOE effort currently developing roadmap for energy efficiency in computing.
The objective of this internship is to give students an opportunity to gain valuable hands-on experience by working on real-world problems related to bridging their expertise in algorithm and software development with using these algorithms for real applications for scientific application...