Job Description/Preferred Qualifications
Position Overview
The successful candidate will develop innovative image processing, signal processing, and artificial intelligence (AI) algorithms that enable breakthrough capabilities in wafer inspection, defect detection, classification, and metrology applications.
This role requires strong technical expertise, creativity, and the ability to collaborate across engineering disciplines to bring algorithms from concept through production deployment and customer adoption.
Required Qualifications
The ideal candidate should possess a strong foundation in one or more of the following areas:
Image processing and image segmentation
Texture analysis and feature extraction
Statistical data analysis
Signal processing and filter design
Pattern recognition and classification
Machine learning and deep learning
Computer vision and AI-based inspection systems
Programming Skills
Required
C/C++
MATLAB and/or Python
Highly Desired
CPU optimization (SIMD, SSE, AVX)
GPU programming (CUDA)
High-performance computing and algorithm acceleration
Responsibilities
Design, develop, and optimize algorithms for semiconductor inspection and metrology systems.
Drive the complete algorithm lifecycle, including
Modeling and simulation
Proof-of-concept development
Software architecture and implementation
Performance characterization and validation
Documentation and product release support
Collaborate with cross-functional teams including software, systems, applications, product engineering, and hardware engineers to prototype, test, and deploy new capabilities.
Investigate and resolve complex algorithm, system, and production issues encountered in customer manufacturing environments.
Work closely with application engineers and customer-facing teams to troubleshoot field issues and develop innovative solutions within semiconductor fabs, including onsite support at TSMC when required.
Analyze large-scale production data to improve algorithm robustness, productivity, and defect detection performance.
Contribute to future technology roadmaps and drive innovation in AI-enabled inspection and metrology solutions.
Desired Attributes
Self-motivated and capable of working independently in a fast-paced environment.
Strong analytical and problem-solving skills with a proven track record of innovation.
Ability to effectively collaborate with globally distributed, multidisciplinary teams.
Excellent written and verbal communication skills.
Willingness to work directly with customers and support engineering activities in semiconductor manufacturing fabs.
Minimum Qualifications
Doctorate (Academic) Degree and 0 years related work experience; Master's Level Degree and related work experience of 3 years; Bachelor's Level Degree and related work experience of 5 years
We offer a competitive, family friendly total rewards package. We design our programs to reflect our commitment to an inclusive environment, while ensuring we provide benefits that meet the diverse needs of our employees.
KLA is proud to be an equal opportunity employer
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