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Job Description
Koh Technology
Koh Technology, founded in 2002 in Seoul, South Korea, is a world leader in 3D measurement and inspection technology used in the production of micro-electronics assemblies. Using patented 3D technology, Koh provides best-in-class products in Solder Paste Inspection (SPI) and Automated Optical Inspection (AOI) for electronics manufacturers worldwide.
Currently, Koh is collaborating with top medical schools and hospitals in the US, Korea, and Japan to develop innovative neurosurgical robot systems. With core technologies developed in-house, Koh aims to deliver breakthroughs in neurosurgical robotics.
Koh America (KYA)
Located in Duluth, GA, Koh America has been serving business partners in North America with sales and technical support since 2010. Additionally, Koh Research America was established in 2016 in San Diego, CA, as a hub for research and development in artificial intelligence and deep learning technologies.
Summary
We are seeking a Senior Computer Vision Engineer to join our team. The ideal candidate will have a strong background in machine learning, computer science, or related fields, with experience in programming languages. Responsibilities include developing and implementing AI algorithms for machine vision inspection. As a Senior AI R&D Engineer at Koh, you will lead teams and projects related to Koh's inspection equipment.
The Responsibilities
Research and develop scalable computer vision and machine learning solutions for complex problems
Investigate and solve challenges in image recognition, classification, object detection, 3D scanning, and deep learning
Design, implement, and deploy full-stack computer vision and machine learning solutions
Detailed Duties and Skills
Image Enhancement: Ghost removal, de-blurring, contrast enhancement Image Processing: Denoising, image domain transformation, smoothing, sharpening Segmentation: Semantic and instance segmentation Region Detection: Saliency, anomaly detection, shape matching, blob detection, model fitting Classification: Small and big data-driven approaches 3D/Depth Image Processing: Transformations, denoising, reconstruction, ensemble methods Stereo Vision: Camera calibration, depth estimation Deep Learning: Network training and deployment across various CV applications
Perform other duties as assigned Skills and Qualifications M.S. with 5 years of experience or Ph.D. with 3 years of experience in Computer Science or related field Experience researching and developing classical computer vision algorithms Experience in machine learning research and development Experience deploying CUDA processing Proficiency in C++, Python, and CUDA programming, with code optimization skills Pay Range : From $130,000 USD The Work Environment No strenuous physical activity required, occasional light lifting. About 30% of time in meetings or collaborating, 70% working at a desk on analytical tasks. Minimal travel involved, including airplane, automobile, and overnight stays. Equal Opportunity Koh America is committed to equal opportunity employment, ensuring all individuals, including those with disabilities, can apply without discrimination based on various protected characteristics. We provide reasonable accommodations for qualified individuals. For assistance or accommodations, contact us at
kya_support@kohyoung.com .
#J-18808-Ljbffr
Image Enhancement: Ghost removal, de-blurring, contrast enhancement Image Processing: Denoising, image domain transformation, smoothing, sharpening Segmentation: Semantic and instance segmentation Region Detection: Saliency, anomaly detection, shape matching, blob detection, model fitting Classification: Small and big data-driven approaches 3D/Depth Image Processing: Transformations, denoising, reconstruction, ensemble methods Stereo Vision: Camera calibration, depth estimation Deep Learning: Network training and deployment across various CV applications
Perform other duties as assigned Skills and Qualifications M.S. with 5 years of experience or Ph.D. with 3 years of experience in Computer Science or related field Experience researching and developing classical computer vision algorithms Experience in machine learning research and development Experience deploying CUDA processing Proficiency in C++, Python, and CUDA programming, with code optimization skills Pay Range : From $130,000 USD The Work Environment No strenuous physical activity required, occasional light lifting. About 30% of time in meetings or collaborating, 70% working at a desk on analytical tasks. Minimal travel involved, including airplane, automobile, and overnight stays. Equal Opportunity Koh America is committed to equal opportunity employment, ensuring all individuals, including those with disabilities, can apply without discrimination based on various protected characteristics. We provide reasonable accommodations for qualified individuals. For assistance or accommodations, contact us at
kya_support@kohyoung.com .
#J-18808-Ljbffr