Job Details

Join to apply for the MTS, Data Science Agentic Platforms role at Micron Technology.

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.

Micron's Data Science experts develop AI and data‑driven solutions to tackle hard challenges in semiconductor process and fab technology development. The team plays a key role in enabling intelligent automation and decision‑making across Micron's portfolio.

Responsibilities

• Own the creation of AI systems optimizing semiconductor design, product engineering, verification & validation, and manufacturing workflows using large‑scale data.
• Architect and implement Agentic AI systems that integrate with modeling tools, EDA tools, design environments, and product/manufacturing test platforms to automate tasks such as spec translation, design verification, product validation, and test log root‑cause analysis for components and system‑level products.
• Establish and promote Best Known Methods (BKMs) for deploying LLMs and agentic systems in live environments, ensuring reliability, efficiency, and maintainability.
• Benchmark and evaluate model performance using structured evaluation frameworks, and continuously refine models through timely tuning, RLHF, and feedback loops.
• Collaborate with multi‑functional teams—including process engineers, design engineers, product and test engineers, and data scientists—to define high‑impact problem statements and deliver scalable AI solutions.
• Communicate technical insights and solution strategies clearly to both technical and non‑technical team members 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.
• Proficient in Python, with five years of experience working with a variety of semiconductor design & process datasets. Proficient in using enterprise data platforms like Snowflake, BigQuery, MSSQL, Oracle, and AWS Redshift for scalable data processing and analysis.
• Hands‑on experience building and leading AI/ML projects involving LLMs, RAG, and Agentic workflows deployed, demonstrated expertise in ML frameworks such as PyTorch or TensorFlow.
• Solid understanding of domain‑adapted LLM training with practical experience, including pretraining, post‑training on in‑domain synthetic datasets, and model quantization for efficient deployment.
• Must have shown cloud platform experience such as GCP, AWS, or Azure, including deployment of ML pipelines in production environments.
• Familiarity with LLM evaluation and benchmarking techniques, including RLHF, timely tuning, and reward modeling for hardware‑aware use cases.
• Consistent track record to independently drive AI/ML projects from problem prioritization through deployment in semiconductor environments.
• Excellent interpersonal experience with the ability to collaborate with process technology, silicon design, design verification, validation, and product engineering teams, and translate sophisticated AI/ML concepts into actionable solutions for hardware development.

Preferred Qualifications

• Experience includes direct application of AI/ML to semiconductor design, processing, 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).
• Shown proficiency in translating sophisticated technical concepts into actionable insights for multi‑functional teams.

Benefits & EEO

Micron is dedicated to your personal wellbeing and professional growth. Benefits include a comprehensive medical, dental, and vision plan, paid family leave, robust paid time‑off, and paid holidays. For additional information regarding the benefit programs available, please see the Benefits Guide posted on micron.com/careers/benefits.

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, citizenship status, disability, protected veteran status, gender identity, or any other factor protected by applicable federal, state, or local laws.

To learn about your right to work, please visit micron.com/careers.