One Thing
Technology
MemberofTechnicalStaff(MTS),MachineLearning,SMAI
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Member of Technical Staff (MTS), Machine Learning, SMAI at One Thing. Skills: Machine Learning, GenAI, Agentic AI, Large Language Models. Architect large-scale custom model training. Execute large-scale custom model training”
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 processes; Drive insight from manufacturing systems
Industry & Context.
Analytical thinking; Debug GPU bottlenecks; Root cause analysis
What They're Looking For.
Must Have
Technical Degree required, Deep understanding of GPU architecture, Hands-on experience with DDP, FSDP, Proficiency in fine-tuning LLMs, Experience developing GenAI applications, Proficiency with Large Language Models, Experience building end-to-end ML systems, Familiarity with PyTorch, Software development skills, Scripting and programming skills in Python or Java, Experience with CI/CD tools, 10+ years building scalable ETL pipelines, 10+ years of experience with big data processing, Outstanding analytical thinking, Outstanding interpersonal skills, Outstanding oral communication skills, Outstanding written communication skills, Ability to prioritize, Ability to meet critical project timelines
Nice to Have
Computer Science or Statistics background highly desired, Experience with HPC job schedulers, Orchestrating GPU workloads on Kubernetes, Knowledge of lower-level optimization, Experience with Multi-Agent Systems, 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, Transform data science prototypes into production, Knowledge of computer vision, Knowledge of signal processing
What You'll Do.
Architect large-scale custom model training
Execute large-scale custom model training
Architect fine-tuning jobs
Execute fine-tuning jobs
Optimize training throughput
Optimize memory efficiency
Design autonomous AI Agents
Develop autonomous AI Agents
Automate complex manufacturing workflows
Implement Agentic frameworks
Orchestrate LLM interactions
Profile GPU performance bottlenecks
Debug GPU performance bottlenecks
Maximize hardware utilization
Maintain data pipelines
Feed machine learning models
Feed GenAI applications
Design data structures
Optimize data structures
Enable AI/ML solutions
Enable Agentic solutions
Create CI/CD pipelines
Maintain CI/CD pipelines
How You'll Work.
Team & Collaboration
Collaborate with Data Scientists; Collaborate with Data Engineers; Collaborate with expert users
Communication Scope
Oral communication; Written communication
Process & Methodology
CI/CD pipelines
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 an ambitious Machine Learning Engineer (Member of Technical Staff | MTS). 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. * Implement Agentic frameworks (e.g., LangChain, LangGraph, CrewAI) to orchestrate LLM interactions with internal APIs, databases, and software tools. * Profile and debug GPU performance bottlenecks using tools like Nsight Systems or PyTorch Profi
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