Member of Technical Staff - Agentic AI Architect
Originally posted 1 October 2026 by the employer.
About the role
This role involves architecting autonomous AI Agents and the agentic and data pipelines that power them, focusing on Agentic AI solutions for Micron’s manufacturing processes and systems.
What you'll do
- Design and develop 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 (e.g., tool-calling latency, multi-agent orchestration) to identify and resolve bottlenecks in compute and latency, using agent observability and profiling tools (e.g., PyTorch Profiler, LangSmith, OpenTelemetry).
- Implement interoperable multi-agent systems using the Agent-to-Agent (A2A) protocol and the Model Context Protocol (MCP), including MCP tools, plugins, and skills.
- Create/maintain CI/CD pipelines for deploying AI Agents to Kubernetes and containerized environments in the cloud.
What you'll need
- Technical Degree (Bachelor’s or Master’s in Computer Science, Statistics, or a related field).
- Experience optimizing inference engines (vLLM, TensorRT-LLM) for autonomous AI Agent and LLM workloads.
- Experience developing GenAI applications and AI Agents using one or more frameworks (e.g., Microsoft Agent Framework, Google Agent Development Kit).
- Proficiency with Large Language Models (LLMs), including prompt engineering, function calling/tool use, and Chain-of-Thought (CoT) reasoning.
- Experience designing and implementing Retrieval-Augmented Generation (RAG) pipelines, including document ingestion, chunking, embeddings, and vector search.
- Familiarity with MCP (Model Context Protocol) tools, plugins, and skills, and the Agent-to-Agent (A2A) protocol for building interoperable multi-agent systems.
- 8+ years of relevant industry experience, spanning large-scale data/ML pipelines and/or production Agentic AI systems.
- Experience with Kubernetes for orchestrating containerized applications, including deployment and scaling of AI Agent workloads.
Nice to have
- Experience designing and coordinating Multi-Agent Systems, including collaboration between specialized agents.
- Experience designing and operating agent swarms for distributed, parallelized task execution.
- Experience with agent profiling and evaluation tooling to identify performance regressions and bottlenecks across agent pipelines.
- Hands-on experience with LangChain, LangGraph, or CrewAI.
- Proficiency in TypeScript and/or Rust.
- Knowledge of computer vision and/or signal processing, including techniques for classification and feature extraction.
Skills: Agentic AI Architect, autonomous AI Agents, LLM interactions, Kubernetes, manufacturing workflows
This role has been open 0 days — well below the 72-day median for AI/ML Hardware Engineering roles.
AI/ML Hardware Engineering · AI ML Hardware
|
Open roles in category
506
|
Median days open
72 d
|
Median salary
$224k
|
See the full market breakdown ▾Category comparison, skills in demand, and who else is hiring
| Metric | Micron Technology | All employers we track in this specialty (506 roles · 75 employers) |
|---|---|---|
| Open roles in this specialty | 31 | 506 |
| Open roles in the wider Software, Firmware & Systems family | 263 | 5961 · 145 employers |
| Median days open | 51 d | 72 d (−21 d vs this employer) |
| Median salary (USD postings) | — | $224k |
Skills observed across this category: Agentic AI Architect, autonomous AI Agents, LLM interactions, Kubernetes, manufacturing workflows
Who's hiring in this category
- Qualcomm · 106 open roles · median 105 d
- NVIDIA · 84 open roles · median 69 d
- AMD · 42 open roles · median 65 d
- Micron Technology (this employer) · 29 open roles · median 55 d
- Mobileye · 20 open roles · median 68 d
- NXP Semiconductors · 15 open roles · median 58 d
How we counted: 506 open AI/ML Hardware Engineering (AI ML Hardware) roles from 75 employers tracked in the SemiconductorJobs index, counted 1 Oct 2026. Specialty figures count only roles carrying this exact specialty label, so an employer's related work in neighbouring specialties is not included there — it is counted in the wider Software, Firmware & Systems family row. Figures refresh nightly.