Member of Technical Staff, Agentic AI Architect
Micron Technology20 hours ago
Singapore, SingaporeSenior
Responsibilities
- Design and develop autonomous AI agents for complex manufacturing workflows involving multi-step reasoning, planning, and tool execution.
- Implement agentic frameworks that orchestrate LLM interactions with internal APIs, databases, and software tools.
- Build and maintain evaluation harnesses that measure agent accuracy, reliability, and task success.
- Profile agent and inference workloads to identify and resolve compute, latency, and orchestration bottlenecks.
- Implement interoperable multi-agent systems using the Agent-to-Agent protocol and Model Context Protocol, including tools, plugins, and skills.
- Create and maintain CI/CD pipelines for deploying AI agents to Kubernetes and cloud-based containerized environments.
- Design security controls for autonomous agents, including sandboxing, access control, and mitigation of prompt-injection and tool-misuse risks.
- Mentor engineers on agentic system design and optimization techniques.
Requirements
- Bachelor’s or master’s degree in computer science, statistics, or a related technical field; a Ph.D. is preferred.
- 8+ years of relevant industry experience across large-scale data or machine-learning pipelines and/or production agentic AI systems.
- Experience optimizing inference engines such as vLLM and TensorRT-LLM for autonomous agent and LLM workloads.
- Experience developing generative AI applications and AI agents with agent frameworks; Microsoft Agent Framework or Google Agent Development Kit experience is preferred.
- Proficiency with LLMs, prompt engineering, function calling, tool use, and Chain-of-Thought reasoning.
- Experience designing and implementing RAG pipelines involving document ingestion, chunking, embeddings, and vector search.
- Experience building and operating systems that automate the testing, evaluation, and deployment of autonomous AI agents.
- Familiarity with MCP tools, plugins, and skills, and the A2A protocol.
- Understanding of agent security practices including sandboxing, access control, prompt-injection mitigation, and tool-misuse mitigation.
- Familiarity with PyTorch, TensorFlow, scikit-learn, or other machine-learning frameworks.
- Strong scripting and programming skills, software development experience, and a desire to work in a cloud environment.
- Experience with Kubernetes for orchestrating, deploying, and scaling containerized AI agent workloads.
- Preferred experience with multi-agent systems, agent swarms, agent profiling and evaluation tools, LangChain, LangGraph, CrewAI, TypeScript, Rust, computer vision, or signal processing.
- Ability to transform data science prototypes into production solutions and communicate effectively while meeting critical project timelines.
Tech Stack
Categories
About Micron Technology
Micron Technology designs and manufactures memory and storage semiconductors—DRAM, NAND, NOR and SSDs—sold to device makers, cloud providers, and embedded/automotive markets. Founded in 1978 and headquartered in Boise, Idaho, it operates globally and sells under the Micron and Crucial brands as a public company (NASDAQ: MU). Its products support data center, AI, mobile, and PC systems, including high-bandwidth and multichip packages for performance- and space-constrained applications.