Principal AI/ML Engineer, Validation Strategy & Test Architecture

Micron Technology is seeking a Principal AI/ML Engineer to join the Validation Strategy & Test Architecture (ViSTA) AI/ML team. The role will design, develop, and deploy AI/ML solutions that transform firmware and hardware validation. The team leads the integration of artificial intelligence and machine learning into firmware and hardware validation workflows, bridging advanced AI capabilities with practical validation engineering to enable data-driven decision-making, accelerate validation cycles, and maintain high product quality at scale.

Requirements

• 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
• 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
• 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
• 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

Benefits

• Choice of medical, dental and vision plans
• Benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave
• Robust paid time-off program and paid holidays