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Intern - Machine Learning Engineering

Research and develop AI workflows to support next-generation memory system innovations
Richardson, Texas, United States
Internship
15 hours agoBe an early applicant
Texas Staffing

Texas Staffing

A government-affiliated entity providing staffing solutions and employment resources within the state of Texas.

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Machine Learning Engineering Intern

Our vision is to transform how the world uses information to enrich life for all. Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. As a machine learning engineering intern in Micron's Storage and Memory Systems pathfinding group, you will be part of a pathfinding and strategy organization that is defining and influencing the future direction of memory for high-performance compute (HPC) and artificial intelligence (AI) systems. This memory-oriented AI/ML role requires a strong good understanding of compute system architecture features like parallelism, caching, memory scaling, bandwidth and latency. Outstanding candidates who have a foundation in statistics, algorithms for signal denoising and error detection and correction are highly relevant for this role. In this role, you will analyze the impacts of emerging AI and machine learning (ML) technologies on next-generation compute and memory systems, and apply your AI/ML expertise to influence technology choices. You will support broad technology pathfinding needs that may include AI research, use case analyses, technology demonstrations, tool exploration, performance benchmarking and knowledge sharing presentations. You will have an opportunity to work with proof-of-concept computer systems comprising CPUs, GPUs, shared memory and memory accelerators. This position is in Richardson, TX.

Your responsibilities may include, but are not limited to:

  • Researching technologies and tools related to ML and AI
  • Developing and analyzing AI workflows to support use case studies
  • Collaborating with system architects and software engineers to define and influence memory innovations for future compute systems
  • Modifying applications and libraries for technology demonstrations
  • Sharing knowledge with others through white papers and presentations

Minimum Qualifications:

  • Current PhD or Master's student in Computer Science, Computer Engineering, or Data Science (AI) with the relevant experience below.
  • Must not graduate before September 2026.
  • Experience implementing AI workflows using AI/ML frameworks (PyTorch, TensorFlow, etc.)
  • Deep technical understanding of ML and AI algorithms, neural networks and models.
  • Experience and understanding of AI denoising techniques such as CNNs, GANs and VAEs
  • Knowledge of how compute system architecture and memory scaling impact AI and ML workflows and models

Preferred Qualifications:

  • Understanding and experience in neural network quantization and LoRA fine-tuning techniques
  • Background in statistics and data science with experience in appropriate tools (e.g. Python, Jupyter)
  • Understanding process variation, disturbances, wear-out and other error sources in semiconductor memories, and how it influences error detection & correction requirements
  • Experience with application performance benchmarking on heterogeneous (CPU + GPU) systems
  • Experience programming GPUs (CUDA, OpenCL, SYCL, etc.)
  • Python and C++ programming experience in a Linux environment
  • Familiarity with compute scaling, parallel computing and shared memory technologies (CXL, NvLink, UALink, OpenMP, MPI, etc.) is desired

As a world leader in the semiconductor industry, Micron is dedicated to your personal wellbeing and professional growth. Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future. We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget. Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave. Additionally, Micron benefits include a robust paid time-off program and paid holidays. For additional information regarding the Benefit programs available, please see the Benefits Guide posted on micron.com/careers/benefits.

Micron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, citizenship status, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.

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Intern - Machine Learning Engineering
Richardson, Texas, United States
Engineering
About Texas Staffing
A government-affiliated entity providing staffing solutions and employment resources within the state of Texas.