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, GenAI, Agentic AI. Architect custom model training jobs. Execute custom model training jobs”
Industry & Context.
Analytical thinking
What They're Looking For.
Must Have
Technical Degree required, 9+ years of experience in performance optimization, Deep expertise in C++, At least one GPGPU framework, Outstanding analytical thinking, Outstanding interpersonal skills, Outstanding oral communication skills, Outstanding written communication skills, Ability to prioritize, Meet critical project timelines
Nice to Have
Ph. D. in Computer Science or Statistics background, Experience with HPC job schedulers, Orchestrating GPU workloads on Kubernetes, Knowledge of lower-level optimization, Experience with Multi-Agent Systems, Orchestrating collaboration between specialized agents, Deep knowledge of math, Deep knowledge of probability, Deep knowledge of statistics, Deep knowledge of algorithms, Demonstrated ability to study and transform data science prototypes into production solutions, 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
Design autonomous AI Agents
Develop autonomous AI Agents
Automate manufacturing workflows
Analyze complex workloads
Profile complex workloads
Write high-performance kernels
Optimize high-performance kernels
Unlock hardware capabilities
Define features for GPUs
Design performance regression testing suites
Catch degradations in drivers
Catch degradations in compilers
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
CI/CD
Full Job Description
**Our vision is to transform how the world uses information to enrich life for all.** Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing. 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 H
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