Senior Agentic AI Architect for Autonomous Manufacturing

Micron Technology, Inc.; Singapore; On-site; SGD 200,000 - 280,000; Full time

Job summary

Micron Technology in Singapore seeks a seasoned Member of Technical Staff to architect agentic AI solutions for smart manufacturing. You will design autonomous AI Agents, build data pipelines, and deploy CI/CD for Kubernetes and containers in the cloud, turning massive data into tangible manufacturing impact.

You will collaborate with data scientists and engineers to advance agentic systems, ensure security, and translate cutting-edge research into production-grade tools used across Micron's

Qualifications

• Technical degree in CS/Statistics or related field; Ph.D. is a plus.
• 8+ years of experience in large-scale data/ML pipelines or production Agentic AI systems.
• Strong experience with LLMs, prompt engineering, and RAG pipelines.

Responsibilities

• Design autonomous AI Agents capable of multi-step reasoning, planning, and tool execution to automate complex manufacturing workflows.
• Implement agentic frameworks to orchestrate LLM interactions with internal APIs, databases, and software tools.
• Build and maintain agent evaluation harnesses to benchmark agent accuracy, reliability, and task success across complex, multi-step workflows.
• Analyze and profile agent and inference workloads to identify bottlenecks in compute and latency, using profiling tools.
• Implement interoperable multi-agent systems using A2A protocol and MCP, including tools and plugins.
• Create/maintain CI/CD pipelines for deploying AI Agents to Kubernetes and cloud containers.
• Design and implement security controls for autonomous AI Agents, including sandboxing and access controls.

Skills

Agentic AI development

GenAI applications

LLM proficiency

RAG pipelines

End-to-end automation

MCP & A2A protocols

AI security practices

ML frameworks (PyTorch, TensorFlow)

Scripting & programming

Cloud environments

Large-scale data/ML pipelines

Strong communication

Education

Bachelor's degree in CS/Statistics or related field

Master's degree in CS/Statistics or related field

Ph.D. is a plus

Tools

Kubernetes

PyTorch

LangSmith

OpenTelemetry

TensorRT-LLM

Job description

Micron Technology in Singapore seeks a seasoned Member of Technical Staff to architect agentic AI solutions for smart manufacturing. You will design autonomous AI Agents, build data pipelines, and deploy CI/CD for Kubernetes and containers in the cloud, turning massive data into tangible manufacturing impact.

You will collaborate with data scientists and engineers to advance agentic systems, ensure security, and translate cutting-edge research into production-grade tools used across Micron's