Yield Analytics Engineer
Core
Defines roadmaps for technology transfer, establishes flow and equipment configuration, and drives yield improvement activities in startup and high-volume manufacturing environments.
Role type
Yield Analytics Engineer (Manufacturing)
Builds
Integrated defect and parametric measurement systems for semiconductor assembly and test
Domain
Semiconductor manufacturing / Assembly and Test
Deliverable
production ML models | dashboards & analysis
Required skills
Statistics, machine learning, SQL, Python, .NET, data extraction, yield prediction methodologies, design for yield principles, process and metrology tool data analysis
Preferred skills
Model-based problem solving, critical thinking, second-order questioning, data analytics for integrated yield issues
Responsibilities
Define roadmaps for incoming technology transfer; establish flow, procedures, and equipment configuration; extract insights from structured and unstructured data; own sustaining and continuous improvement of quality and integrated defect measurements; drive low yield analysis and yield improvement activities; perform quality and reliability risk assessments for manufacturing material and process changes
Seniority
Senior, hands-on IC
