Algorithm Developer (TCT)
Core
Develop and integrate Computer Vision, Machine Learning, and Deep Learning algorithms for semiconductor manufacturing equipment, evaluating them at customer sites to ensure seamless transfer from Lab to Fab.
Role type
Senior IC algorithm developer (semiconductor)
Builds
New features and improved sensitivity/stability for chip manufacturing equipment
Domain
Semiconductor manufacturing / Materials engineering
Deliverable
production ML models
Required skills
Computer Vision, Deep Learning, Python, Linux command line, Git, Algorithm integration
Preferred skills
Layout processing (GDS, OASIS), Customer-facing communication
Responsibilities
Engage in customer-facing activities to understand algorithmic limitations and deliver solutions; Develop new features in Computer Vision, Machine Learning, and Deep Learning; Evaluate new algorithms at customer sites to ensure seamless transfer from Lab to Fab; Provide technical support for urgent escalations; Collaborate with applications, system, physics, and software teams; Integrate algorithms in large systems considering HW and SW aspects.