About the role
AI summarisedThis role leads data-driven initiatives to deliver pioneering process capability and optimize bits-per-wafer yield for memory products. You will collaborate across global multi-functional teams to develop end-to-end solutions for tool performance benchmarking and process integration optimization.
IDMOnsiteFront End
Key Responsibilities
- Initiate new data solutions and methodologies to identify process, test, and design improvement opportunities, specialized in UE_ROW & all quality index, Front End-PTS integration, and high-value-bits (PG2+) yield
- Modeling, monitoring and aiming for tool performance benchmarking
- Process equipment prognostics and process integration optimization
- Identity test optimization opportunities for high product grade yield improvement
- Collaborate with site Process & Equipment Engineering, Manufacturing(MFG), Product Integration Engineering (PIE) and Data Science (DS) team to establish feasibility of new initiatives, demonstrate business values, and prototype solution mock-ups
- Partner with Global Quality (GQ), Product Engineering (PE), Central PEE(CPEE), Smart Mfg Artificial Intelligent (SMAI), Technology Development (TD), and Suppliers to deliver end to end solutions
- Implement BKM development and deployment to production
- Manage priorities and enhancements to improve business processes and existing systems that are global in nature
- Willing to work during non-standard hours when needed to provide support to engineering teams at any Micron site
Requirements
- PhD, Master’s, or Bachelor’s degree in Engineering or a related discipline
- Minimum of 3 years of experience in the semiconductor industry
- Exposure to product integration, test solutions, product engineering, or circuit design engineering
- Strong understanding of manufacturing processes, equipment, and control systems
- Proficient in data analysis tools such as Y3, JMP, or Python
- Proficiency in Statistical/Machine Learning will be advantageous
- Proven track record to make decisions, multitask, solve problems and address root causes
- Exhibit critical thinking to find opportunities
- Effective communication skills in verbal/written
- Self-motivated and able to work independently with minimal supervision
- Able to travel as required to support department and company objectives
