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What You'll Do
- , but not limited to: 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.
- Design and implement security controls for autonomous AI Agents, including sandboxing, access control, and mitigation of prompt-injection and tool-misuse risks.
- Mentor engineers on agentic system design paradigms and optimization techniques.
- Education Qualifications: Technical Degree required (Bachelor’s or Master’s in Computer Science , Statistics, or a related field).
- Ph.D. is a plus.
Requirements
- 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.
- Microsoft Agent Framework or Google Agent Development Kit preferred.
- 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.
- Experience building and operating end-to-end systems that automate the testing, evaluation, and deployment of autonomous AI Agents.
- Familiarity with MCP (Model Context Protocol) tools, plugins, and skills, and the Agent-to-Agent (A2A) protocol for building interoperable multi-agent systems.
- Understanding of AI Agent security practices, including sandboxing, access control, and mitigating prompt-injection and tool-misuse risks.
- Familiarity with machine learning frameworks ( PyTorch , TensorFlow, scikit-learn, etc ).
- Strong scripting and programming skills, with software development skills and a desire to work in a cloud environment. 8+ years of relevant industry experience, spanning large-scale data/ML pipelines and/or production Agentic AI systems.
- Outstanding analytical thinking, interpersonal, oral, and written communication skills.
- Ability to prioritize and meet critical project timelines in a fast-paced environment.
- 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.
- Demonstrated ability to study and transform data science prototypes into production solutions.
- Knowledge of computer vision and/or signal processing, including techniques for classification and feature extraction.
- About Micron Technology, Inc.
- We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all .
- With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands.
- Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.
- To request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_sg@micron.com Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.
- Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.
- AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials.
- However, all information provided must be accurate and reflect the candidate's true skills and experiences.
- Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.
- Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.
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