Senior Staff Engineer Digital Twin Equipment & Process
Core
Lead the development and deployment of Digital Twin, Advanced Process Control (APC), and advanced analytics solutions to enhance manufacturing performance, process stability, and operational excellence in semiconductor manufacturing.
Role type
Senior Staff Engineer (Digital Twin & Advanced Process Control)
Builds
Scalable smart manufacturing solutions, predictive and self-healing manufacturing capabilities, and data-driven decision-making frameworks.
Domain
Semiconductor manufacturing / Industrial IoT / Advanced Process Control
Deliverable
production ML models
Required skills
Digital Twin modeling, Advanced Process Control (APC), semiconductor backend assembly and test processes, predictive maintenance, data analytics, cross-functional team leadership, MES/automation platform integration, model validation, emerging technology evaluation.
Preferred skills
AI/ML-driven solutions, self-healing manufacturing capabilities, die attach/wire bonding/molding expertise.
Technologies
Digital Twin, APC, FDC, MES, automation platforms, AI/ML.
Responsibilities
Develop and deploy Digital Twin and APC solutions; analyze equipment, process, and quality data; design predictive, adaptive, and closed-loop control strategies; lead the development of self-healing manufacturing capabilities; integrate solutions with manufacturing systems; collaborate with cross-functional teams to implement scalable solutions; monitor solution performance and drive continuous improvement; lead digitalization and smart manufacturing projects from concept to deployment; evaluate and adopt emerging technologies.
Seniority
Senior Staff, hands-on IC with leadership responsibilities.