Member of Technical Staff - Agentic AI Architect
Micron Technology13 hours ago
Taichung, TaiwanSenior
Responsibilities
- Design and develop autonomous AI agents for multi-step reasoning, planning, tool execution, and complex manufacturing workflow automation.
- Implement agentic frameworks integrating LLMs with internal APIs, databases, and software tools.
- Build evaluation harnesses to benchmark agent accuracy, reliability, and task success.
- Profile agent and inference workloads and resolve compute, latency, and orchestration bottlenecks using observability and profiling tools.
- Implement interoperable multi-agent systems using the A2A protocol and MCP tools, plugins, and skills.
- Create and maintain CI/CD deployment pipelines for AI agents running on Kubernetes and containerized cloud environments.
- Design security controls including sandboxing, access control, and mitigations for prompt injection and tool misuse.
- 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 is required; a Ph.D. is a plus.
- 8+ years of relevant industry experience spanning large-scale data/ML pipelines and/or production Agentic AI systems.
- Experience optimizing inference engines such as vLLM and TensorRT-LLM for autonomous AI agent and LLM workloads.
- Experience developing generative AI applications and AI agents with agent frameworks; Microsoft Agent Framework or Google Agent Development Kit 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 testing, evaluation, and deployment of autonomous AI agents.
- Familiarity with MCP and A2A, AI agent security practices, machine learning frameworks, software development, scripting, cloud environments, and Kubernetes.
- Preferred experience includes multi-agent systems, agent swarms, agent profiling and evaluation, LangChain, LangGraph, CrewAI, TypeScript, Rust, computer vision, signal processing, and productionizing data science prototypes.
- Strong analytical, interpersonal, oral, and written communication skills, with the ability to prioritize and meet 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.