Micron Technology

Senior or Staff Engineer, Advanced Modeling & AI Solutions

Micron Technology$120K — $150K *
Boise, ID 83709In-Person
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelors, Masters, or PhD in Electrical Engineering, Computer Science, or a related field
  • Experience developing machine learning models on large, diverse datasets
  • Hands-on experience with AI/ML system deployment using PyTorch or TensorFlow
  • Familiarity deploying ML pipelines on cloud platforms like AWS, GCP, or Azure
  • Preferred experience leading AI/ML projects in semiconductor environments

Responsibilities

  • Design and deploy modeling solutions using physics-based, ML and LLM technologies
  • Architect agentic AI systems for integration with existing modeling and manufacturing platforms
  • Establish best practices for deploying LLMs and agentic systems in production
  • Enhance model performance with techniques like benchmarking and feedback loops
  • Communicate modeling results effectively through data storytelling and visualizations

Benefits

  • Choice of medical, dental, and vision plans
  • Income protection programs for illness or injury
  • Robust paid time-off program
  • Paid family leave
  • Paid holidays
Full Job Description
This role is critical to how we accelerate semiconductor technology development using advanced AI and physics-based modeling. You will lead the design and deployment of agentic and LLM-powered solutions that directly influence process technology, packaging, and early manufacturing decisions. If you enjoy driving hard problems end to end and collaborating across hardware and software teams, this role offers real impact and visibility. Note: We are hiring for more than one role spanning Senior/Staff/Principal/Technical Staff Engineer. Responsibilities: • Design and deploy physics-based, ML, and LLM-powered modeling solutions for semiconductor process, package, and manufacturing workflows • Architect agentic AI systems that integrate with modeling tools, design automation environments, and fab/test platforms to enable digital twin development • Define and promote best known methods for deploying LLMs and agentic systems reliably in production environments • Evaluate and improve model performance using methods such as structured benchmarking, prompt tuning, RLHF, and feedback loops • Translate modeling results into clear insights through data storytelling and visualizations for technical and non-technical audiences Minimum Qualifications: • Bachelors, Masters or PhD in Electrical Engineering, Computer Science, or a related field with experience commensurate with the role. • Experience in developing machine learning models on large and diverse datasets. • Hands-on experience building and deploying AI/ML systems using frameworks such as PyTorch or TensorFlow, including LLMs, RAG, and agentic workflows • Experience deploying ML pipelines on cloud platforms such as AWS, GCP, or Azure Preferred Qualifications: • Proven ability to lead AI/ML projects from problem definition through production in semiconductor environments. Applying AI/ML to semiconductor design, process technology, validation, or manufacturing workflows • Experience with MLOps practices, CI/CD pipelines, and production LLM deployment • Strong understanding of agentic AI frameworks such as LangGraph or AutoGen and evaluation tools such as AgentEval • Experience with Agentic Architecture development, MCPs, and building Knowledge Base / Ontologies from disparate data sources • Demonstrated ability to partner with cross-functional engineering teams and turn complex models into actionable decisions • Strong Communication skills 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 micron.com/careers/benefits.

About Micron Technology

Micron Technology Careers

Join the vibrant team at Micron Technology, a leader in memory and storage solutions, and propel your career into the future of technology. At Micron, we are committed to fostering a culture of diversity and innovation, offering a range of job opportunities that encourage professional growth and leadership development.

Work You’ll Do

At Micron Technology, you will collaborate with some of the brightest minds in the industry, working on groundbreaking projects that redefine how the world uses information to enrich life. Our team is dedicated to leading through a unique position in the marketplace, at the intersection of technology, industry expertise, and digital innovation.

Explore Micron Technology’s Career Opportunities

Whether you are looking for an internship, a full-time position, or a leadership role, Micron offers a path to personal and professional growth. We are hiring across multiple disciplines, seeking passionate, curious, and innovative team players.

Innovative Work

Join our global team of professionals and be part of a company that values innovation and leadership. Micron provides targeted solutions and technologies that are integral to advancing how the world works, learns, and plays.

Be Part of a Great Team

Experience Micron’s inclusive culture where we value diversity and provide extensive benefits to ensure the well-being of all our team members. Engage in networking opportunities within the company to expand your skills and advance your career.

Future-Proof Your Career

Micron is dedicated to your career development, offering unmatched training, development programs, and certification support to help you reach your goals. Our commitment to innovation and leadership in the memory and storage industry ensures that your work at Micron is not just a job, but a pathway to future opportunities.

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Learn more about Micron Technology
Size
43,000 employees
Market Cap
$53.7 billion
Industry
Net Income
$2.9 billion
Founded
1978
5 Year Trend
+8.6%
Revenue
$22 billion
NASDAQ

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