Senior Algorithm Engineer
Taipei City - Taiwan
Job Summary
Company Overview
Group/Division
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; Masters Level Degree and related work experience of 3 years; Bachelors 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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Required Experience:
Senior IC
About Company
Calling the adventurers ready to join a company that's pushing the limits of nanotechnology to keep the digital revolution rolling. At KLA, we're making technology advancements that are bigger—and tinier—than the world has ever seen. Who are we? We research, develop, and manufacture t ... View more