Micron Technology
Technology
MTS,AIEngineering,SMAI
Neural analysis suggests this role is
optimal for Mid+ candidates.
“MTS, AI Engineering, SMAI at Micron Technology. Skills: AI Engineering, GPU Performance, Machine Learning, GenAI, Agentic AI, Distributed Training, CUDA Programming. Architect custom model training jobs. Execute custom model training jobs”
What You'll Achieve.
Deliver industry-winning ML solutions; Deliver custom GenAI solutions; Deliver Agentic AI solutions; Power Micron's dominance; Drive value from manufacturing; Drive insight from manufacturing
Industry & Context.
Analytical thinking; Identify bottlenecks; Optimize performance
What They're Looking For.
Must Have
Technical Degree required, 5+ years of experience in performance optimization, 5+ years of experience in parallel computing, 5+ years of experience in low-level systems programming, Deep expertise in C++, Experience with CUDA, Experience managing GPU resources, Hands-on experience with Distributed Data Parallel, Hands-on experience with Fully Sharded Data Parallel, Hands-on experience with model parallelism techniques, Proficiency in fine-tuning Large Language Models, Proficiency with PEFT techniques, Proficiency in optimizing inference engines, Experience developing GenAI applications, Experience developing AI Agents, Proficiency with Large Language Models, Experience in building ML systems, Experience in executing ML systems, Familiarity with PyTorch, Software development skills, Scripting skills in Python, Programming skills in Python, Experience with CI/CD tools, Experience with Jenkins, Experience with Git, Experience with Docker, Experience with Kubernetes, Outstanding analytical thinking skills, Outstanding interpersonal skills, Outstanding oral communication skills, Outstanding written communication skills, Ability to prioritize, Ability to meet critical project timelines
Nice to Have
Ph. D. in Computer Science background, Ph. D. in Statistics background, Experience with HPC job schedulers, Experience orchestrating GPU workloads on Kubernetes, Knowledge of lower-level optimization, Experience with Multi-Agent Systems, Experience orchestrating collaboration between agents, Deep knowledge of math, Deep knowledge of probability, Deep knowledge of statistics, Deep knowledge of algorithms, Demonstrated ability to study prototypes, Demonstrated ability to transform prototypes, Knowledge of computer vision, Knowledge of signal processing
What You'll Do.
Architect custom model training jobs
Execute custom model training jobs
Architect fine-tuning jobs
Execute fine-tuning jobs
Optimize training throughput
Optimize memory efficiency
Automate manufacturing workflows
Analyze complex workloads
Profile complex workloads
Identify compute bottlenecks
Identify memory bandwidth bottlenecks
Identify latency bottlenecks
Write high-performance kernels
Optimize high-performance kernels
Unlock hardware capabilities
Collaborate with Hardware Architects
Define features for GPUs
Design performance regression testing suites
Implement performance regression testing suites
Catch driver degradations
Catch compiler degradations
Mentor junior engineers
How You'll Work.
Team & Collaboration
Collaborate with Data Scientists; Collaborate with Data Engineers; Collaborate with expert users; Collaborate with Hardware Architects
Communication Scope
Oral communication; Written communication
Process & Methodology
Project timelines
Full Job Description
**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. The Smart Manufacturing and AI team at Micron Technology is looking for GPU Performance Engineer. Our mission is to deliver industry-winning machine learning, custom GenAI, and Agentic AI solutions to power Micron’s dominance in the highly competitive memory solutions market. Qualified applicants will have experience in a variety of data and cloud technologies and have extensive practice modeling data, querying, and deploying scalable data pipelines to execute machine learning models and AI agents. You will collaborate with Data Scientists, Data Engineers, and expert users to build and deploy scalable AI/ML solutions that drive value and insight from Micron’s manufacturing processes and systems. **Responsibilities include, but not limited to:** * Architect and execute large-scale custom model training and fine-tuning jobs (SFT, RLHF) on multi-node, multi-GPU clusters. * Optimize training throughput and memory efficiency using distributed training strategies (FSDP, DeepSpeed, Megatron-LM) and mixed-precision techniques (FP16/BF16). * Design and develop autonomous AI Agents capable of multi-step reasoning, planning, and tool execution to automate complex manufacturing workflows. * Analyze and profile complex workloads (e.g., LLM training, Rendering pipelines) to identify bottlenecks in compute, memory bandwidth, and latency. * Write and optimize high-performance kernels using CUDA, HIP, or custom assembly (PTX/SASS) to unlock hardware capabilities. * Collaborate with Hardware Architects to define features for next-generation GPUs based on workload characterization. * Design and implement performance regression testing suites to catch degradations in drivers or comp
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