Sandisk is seeking an accomplished Product Development Engineer with extensive expertise in AI/ML to lead innovative projects in NAND Flash test data analysis, yield optimization, and test time reduction. The ideal candidate will combine hands-on technical proficiency with leadership skills, driving impactful solutions and mentoring junior engineers. This role offers the opportunity to work collaboratively across disciplines, advancing the future of semiconductor manufacturing through cutting-edge AI/ML applications.
ESSENTIAL DUTIES AND RESPONSIBILITIES:
- Build and evaluate AI/ML models to analyze high volumes of semiconductor test data for yield optimization and test time reduction.
- Design end-to-end ML pipelines, including data preprocessing, feature engineering, model training, validation, and deployment
- Lead and manage projects with accountability, technical proficiency, and a high degree of ownership.
- Provide mentorship to junior engineers by delivering technical guidance, sharing industry’s best practices, and facilitating their professional development
- Explore physics-informed machine learning with white box models and interpretable AI
- Collaborate with domain experts and product owners to translate business and manufacturing test problems into machine learning solutions
- Share findings through technical reports, presentations, internal publications, or patents