SW Applications Engineer
Core
SW Applications Engineer in process diagnostics and control (PDC) group, leveraging AI/ML and image processing to detect, measure, and classify nanometer-size defects in semiconductor fabrication.
Role type
Senior IC software applications engineer (semiconductor process diagnostics)
Builds
Data products and AI-based solutions for semiconductor equipment
Domain
Semiconductor manufacturing / Process diagnostics and control
Deliverable
production ML models
Required skills
Python, AI/ML concepts, CAD and design-based inspection concepts, semiconductor process and defectivity knowledge, GenAI-assisted development tools
Preferred skills
Experience with multi-source data products, field deployment of data solutions, root cause analysis, workflow automation
Technologies
Python, GenAI tools (Claude, Copilot), AI/ML frameworks
Responsibilities
Maximize performance of Data Products through collaboration with R&D and Algorithms teams; Drive adoption and integrated deployment of Data Product solutions at leading semiconductor fabs; Serve as technical escalation point for complex field issues; Develop utilities and scripts for debugging and workflow automation; Conceptualize and prototype technical flows converting multi-source data into new applications; Translate Voice of Customer into product requirements and roadmap inputs
Seniority
Mid-level (2–5 years experience), hands-on IC