Digital Analytics Solution Specialist
Core
Develop data-driven application solutions and algorithms to help semiconductor manufacturers address complex fabrication challenges through image processing and machine learning.
Role type
Senior IC machine-learning engineer (semiconductor image processing)
Builds
Production ML models and image processing algorithms for semiconductor fab applications
Domain
Semiconductor manufacturing / Computer Vision / Machine Learning
Deliverable
production ML models
Required skills
Machine learning algorithm design, image processing (filters, noise correction, registration, contour extraction), neural networks, support vector machines, code optimization, customer requirements gathering
Preferred skills
Semiconductor manufacturing domain knowledge, direct customer engagement experience
Technologies
Neural networks, support vector machines, image processing libraries
Responsibilities
Develop solution algorithms for semiconductor fabrication applications, translate customer analytics needs into prototypes, assess prototype capabilities and communicate findings, work at customer and partner sites globally, identify improvement areas and new market opportunities
Seniority
Mid-level, hands-on IC