Algorithm Research Engineer
Core
Develop innovative algorithms for 3D metrology applications in semiconductor manufacturing, combining estimation theory, machine learning, signal processing, and physics-based modeling.
Role type
Research IC algorithm engineer (semiconductor metrology)
Builds
Next-generation 3D metrology algorithms and measurement solutions for semiconductor structures
Domain
Semiconductor manufacturing / Materials science
Deliverable
production ML models
Required skills
Computer Vision, Machine Learning, Signal Processing, Estimation Theory, Statistical Modeling, Optimization, Algorithm Development, Image Registration, Segmentation, 3D Structure Deconvolution
Preferred skills
SEM imaging experience, Semiconductor metrology applications experience
Technologies
Python, C++, MATLAB (implied by standard tooling in this domain, though not explicitly listed, sticking to explicit text: none explicitly listed as tools, only fields)
Responsibilities
Research, design, and develop advanced algorithms for 3D metrology; Implement solutions in Computer Vision, Machine Learning, and 3D structure deconvolution; Build statistical and probabilistic models with performance analysis; Analyze complex datasets and signals to improve measurement accuracy; Collaborate with physicists, system engineers, and software developers; Drive algorithm research from concept to implementation and validation.