JobsAlgorithm engineer
Job description
The role is for a computer vision engineer or researcher at KLA, focusing on developing AI-powered inspection systems for semiconductor manufacturing. The successful candidate will join the LS-SWIFT algorithms group in California, working alongside a team of experts to design and deploy advanced computer vision and deep learning solutions. This position emphasizes solving complex, real-world problems and taking ideas from concept to production. The work will have a significant impact on the semiconductor industry, collaborating with cross-functional teams to deliver high-quality solutions.
Requirements
- Strong background in machine learning, deep learning, computer vision, or image processing.
- Hands-on experience with at least one major deep learning framework such as TensorFlow or PyTorch.
- Proven experience training, validating, and deploying machine learning or deep learning models in production environments.
- Solid programming skills in C++ and/or Python, with experience in object-oriented and/or functional programming.
- Ability to design model architectures, customize loss functions, and optimize performance for real-world constraints.
- Strong problem-solving skills and ability to work on ambiguous, open-ended challenges.
Responsibilities
- Design, develop, and optimize advanced machine learning and deep learning algorithms for complex image and signal processing applications.
- Take ownership of algorithm development from concept and prototyping to production deployment.
- Invent, evaluate, and implement novel computer vision approaches for challenging, real-world datasets.
- Analyze system performance, debug complex issues, and improve robustness and accuracy in production environments.
- Collaborate closely with cross-functional teams to deliver high-quality solutions.
- Contribute to architectural decisions and continuously improve algorithm performance, scalability, and maintainability.
Benefits
- Employees at KLA are often offered competitive pay with bonuses, a 401(k) match, an employee stock purchase program, and financial perks like student-debt assistance, planning support, and group insurance discounts. Health and lifestyle benefits typically include medical/dental/vision, life and other voluntary coverages, paid time off and holidays, family leave, backup care, wellness rewards, gym discounts, and community-volunteering opportunities. Employees also get strong growth support through tuition reimbursement, KLA’s corporate learning center, education awards, and engineering certification programs.
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