- Location
- Longmont-MAX- Office, CO, United States of America · Boise, ID - Main Site
- Type
- Full-time
- Department
- Engineering
- Seniority
- Lead
- Education
- Master
- Source
- Workday
Description
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.
The Validation Strategy & Test Architecture (ViSTA) AI/ML team leads the integration of artificial intelligence and machine learning into firmware and hardware validation workflows. The team bridges advanced AI capabilities with practical validation engineering to enable data‑driven decision‑making, accelerate validation cycles, and maintain high product quality at scale.
We are seeking a Principal AI/ML Engineer to join the ViSTA AI/ML team. In this role, you will design, develop, and deploy AI/ML solutions that transform firmware and hardware validation. You will work at the intersection of data science, software engineering, and test engineering to build intelligent systems that predict failures, automate analysis, optimize test coverage, and improve validation efficiency across Micron platforms.
Responsibilities
Validation Intelligence & Analytics
Develop ML models for automated root cause analysis of validation and test failures
Build predictive analytics for failure forecasting and risk identification
Design pattern‑recognition algorithms to identify failure signatures in historical data
Create validation intelligence dashboards that support data‑driven engineering decisions
Test Optimization
Implement AI‑driven test selection and prioritization based on code change risk
Develop systems to identify test coverage gaps and redundancies
Build optimization engines that reduce test runtime while preserving confidence
Automation & Infrastructure
Develop AI‑powered test generation from requirements and code changes
Build adaptive and self‑healing test execution systems using historical performance data
Integrate Large Language Models (LLMs) into validation workflows to improve efficiency
Cross‑Functional Collaboration
Partner with firmware, hardware, and system architecture teams to define validation needs
Translate validation domain expertise into ML features with validation engineers
Collaborate with platform teams to deploy and scale AI/ML solutions
Drive AI adoption across validation teams through tooling, guidance, and enablement
Minimum Qualifications
8+ years of industry experience with a Bachelor’s degree in
Computer Science, Computer Engineering, Data Science, Electrical Engineering, or related technical field
7+ years of software development experience, primarily using Python
Strong foundation in machine learning fundamentals, including model evaluation and feature engineering
Hands‑on experience with ML frameworks such as scikit‑learn, TensorFlow, or PyTorch
Experience deploying and maintaining ML models in production environments
Preferred Qualifications
Master's degree with focus on Machine Learning, Artificial Intelligence, or Data Science
Experience working with Large Language Models (LLMs) and prompt engineering
Familiarity with MLOps pipelines, model monitoring, and CI/CD practices
Experience applying NLP techniques to logs, test data, or technical documentation
Background in semiconductor, storage, firmware, or hardware validation domains
Experience building predictive failure or reliability analytics systems
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.
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.
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To learn more about Micron, please visit micron.com/careers
For US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron’s People Organization at [email protected] or 1-800-336-8918 (select option #3)
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.
