Computer Vision/Machine Learning Engineer Expert
4 days ago
Company Overview
KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Our innovative technologies accelerate the delivery of tomorrow's electronic devices. With 40 years of experience, we ensure that fabs ramp next-generation devices to volume production quickly and cost-effectively.
We are pioneers in using Deep Learning algorithms for defect detection and classification, and we actively explore Generative/Diffusion models for SEM image simulation and image quality enhancement.
Job Description
We seek an Algorithm engineer in our EBEAM division to develop next-generation technologies in yield management for the Semi-Conductor industry. This position involves developing advanced Image Processing and Machine Vision algorithms for wafer Inspection, Review, and Metrology products.
The ideal candidate will have an in-depth knowledge of Computer Vision and Traditional Image Processing Techniques, as well as working experience in Tensor Flow, PyTorch, GANs, Diffusion Models, Semantic Segmentation with focus on Image Restoration tasks.
Salary and Benefits
The estimated annual salary for this position is $124,100 - $211,000. KLA offers a total rewards package that includes medical, dental, vision, life insurance, 401(K), employee stock purchase program (ESPP), student debt assistance, tuition reimbursement program, development and career growth opportunities, financial planning benefits, wellness benefits including an employee assistance program (EAP), paid time off and paid company holidays, and family care and bonding leave.
Required Skills and Qualifications
- Ph.D., Masters with 3-6 years' experience, or bachelor's with 5-8 years' experience. Candidates from EE, CS, and Mathematics backgrounds are preferred.
- In-depth knowledge of Computer Vision and Traditional Image Processing Techniques.
- Working experience in Tensor Flow, PyTorch, GANs, Diffusion Models, Semantic Segmentation with focus on Image Restoration tasks.
- Ability to formulate problems into mathematical equations.
- Proficiency in computational methods, C++, and object-oriented design.
- Team player with good written and verbal communication skills.
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