Micron Technology

Technology

MTS,AIEngineering,SMAI

S$135–210k ~AI est. Singapore FULL TIME Remote Friendly
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Mid+ candidates.

The Brief

“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.

Technology
Problems you'll solve

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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