Principal Agentic Platforms

Req. ID: JR87134 Principal Agentic Platforms Our vision is to transform how the world uses information to enrich life for all. Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. * Define the architectural roadmap for agentic AI systems that enhance semiconductor design, product engineering, verification & validation, and manufacturing workflows, ensuring they are scalable, reliable, and integrated effectively within the enterprise technology ecosystem. * Lead the design, development, and deployment of complex agentic workflows, from initial prototyping to production implementation - demonstrating large-scale, unstructured to deliver robust, domain-specific AI systems from problem definition to production. * Design and implement intelligent agents with key capabilities, including planning, tool use, memory, and reflection, using modern frameworks like LangChain, LangGraph, CrewAI, and AutoGen. * Ensure seamless integration of AI agents with external tools, APIs, databases, and enterprise platforms to enable effective task execution. * Lead the team with technical and strategic guidance in creating Agentic solutions. Help improve technical quality by defining methods to deploy LLMs and agentic systems. Focus on ensuring reliability, efficiency, and maintainability in operations. * Work closely with product managers, data scientists, and business customers to define requirements & translate business goals into technical solutions. * Benchmark and evaluate model performance using structured evaluation frameworks, and continuously refine models through prompt tuning, RLHF, and feedback loops. * Collaborate with multi-functional teams—including process engineers, design engineers, product and test development groups, and data scientists—to compose high-impact problem statements and deliver scalable AI solutions. * Communicate technical insights and solution strategies clearly to both technical and non-technical partners through compelling data storytelling and visualizations. Minimum Qualifications * Must have a Master’s, PhD, or equivalent experience in Electrical Engineering, Computer Science, or a related field. * 8+ years of hands-on software development experience, with a focus on AI/ML and automated systems. * Proficiency in agentic AI platforms like LangGraph, CrewAI, or autorun. * Hands-on experience building and managing AI/ML projects involving LLMs, RAG, and agentic workflows deployed in semiconductor environments, demonstrated expertise in ML frameworks such as PyTorch or TensorFlow. * Expertise with agentic AI platforms such as LangGraph, CrewAI, or AutoGen. * Demonstrated experience with MLOps and DevOps practices for deploying and managing AI systems. * Strong knowledge of domain-adapted LLM training with practical experience, including pretraining, post training on in-domain synthetic datasets, and model quantization to support operations in semiconductor contexts. * Must have experience working with cloud platforms such as GCP, AWS, or Azure, including deployment of ML pipelines in production environments. * Familiarity with LLM evaluation and benchmarking techniques, including RLHF, prompt tuning, and reward modeling for hardware-aware use cases. * Proven ability to independently drive AI/ML projects from problem scoping through deployment in semiconductor environments. * Excellent interpersonal skills with the ability to collaborate with process technology, silicon design, design verification, validation and product engineering teams, and translate complex AI/ML concepts into actionable solutions for hardware development. Preferred Qualifications: * Experience includes direct application of AI/ML to semiconductor design, processing, verification, validation, yield analysis, and manufacturing workflows. * Deep understanding of semiconductor-specific AI/ML applications, * Experience with CI/CD pipelines and MLOps practices for ML/LLM deployment. * Strong understanding of agentic AI frameworks (e.g., LangGraph, AutoGen) and evaluation tools (e.g., AgentEval). * Demonstrated ability to translate complex technical concepts into actionable insights for multi-functional teams. Job Profile(s): Data Scientist 5 Relocation level: (TBD) Before Getting Started Please review Micron’s Internal Job Application Policy on your regional PeopleNow Career Opportunities page before searching and applying for jobs. Note in particular that: * Hiring managers may view your performance appraisals, original resume, transcripts or other performance-related documentation in your personal file. This information will be held in confidence. * If you are selected to interview for a position, you must notify your direct supervisor before participating in the interview process. ​​​​ As a world leader in the semiconductor industry, Micron is dedicated to your personal wellbeing and professional growth. Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future. We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget. Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave. Additionally, Micron benefits include a robust paid time-off program and paid holidays. For additional information regarding the Benefit programs available, please see the Benefits Guide posted on Benefits | Micron Technology, Inc Micron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.