FAB Statistician
Core
Statistical and data science expert driving yield improvement, process optimization, and data-driven decision making in HP Inkjet MEMS Manufacturing.
Role type
Senior IC statistician (manufacturing analytics)
Builds
Automated data pipelines, AI/ML models for yield prediction, and analytics solutions for fab systems.
Domain
Semiconductor manufacturing (MEMS) / Advanced manufacturing
Deliverable
production ML models | dashboards & analysis
Required skills
Statistical methods (SPC, DOE, sampling plans, process capability, MSA), JMP, Python, R, SQL, data analysis in semiconductor/MEMS environments
Preferred skills
Applied analytics, AI experience in manufacturing
Technologies
Python, R, SQL, JMP
Responsibilities
Define sampling strategies, SPC systems, and DOE; Develop and deploy AI/ML models for yield prediction and excursion detection; Integrate statistical methods into quality systems and support audits; Provide training on statistical methods and data analytics tools.
Seniority
Senior, hands-on IC