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Job DescriptionJob Description
Koh Technology
Koh Technology, founded in 2002 in Seoul, South Korea, is the 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 the core technologies developed in-house with the innovation in accuracy, Koh is expected to deliver a breakthrough in the field of neurosurgical robots.
Koh America (KYA)
Located in Duluth, GA, Koh America has been serving business partners in North America with sales and technical support since 2010. In addition to KYA’s sales and support for North America, Koh Research America was established in 2016 in San Diego, CA as a Research & Development hub for artificial intelligence and deep learning technologies.
Summary
We are seeking a Senior Computer Vision Engineer to join our team. The successful candidate will have a strong background in machine learning, computer science, or a related field, as well as experience in programming . Responsibilities will include developing and implementing AI algorithms for machine vision inspection. As a Senior AI R&D Engineer at Koh , you will be a technical leader in the organization, leading teams and projects for Koh 's inspection equipment.
The Responsibilities
Researches and develops scalable computer vision and machine learning solutions to a hard problem
Investigates and solves exciting and difficult challenges of the real-world problems in image recognition/classification, object detection/recognition, 3D scan and deep learning
Designs, implements, and deploys 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 Segmentation / Instance Segmentation
Various Region Detection on Images
Saliency / Anomaly
Shape matching / Blob from multi-modal data / Model Fitting
Classification
Small Data driven / Big Data driven
3D / Depth image processing development
Transformations / Denoising (Artifact, …) / Reconstruction / Ensemble
Stereo Vision
Camera Calibration / Depth Estimation
Deep Learning Network Training and Deployment to wide range of CV application
Performs 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 to Research and Develop to Classical Computer Vision Algorithm
Experience to Research and Develop Machine Learning
Experience to Deploy CUDA processing
C++ code optimization in performance-wise to image processing
Experience with at least of the programming C++ / Python / CUDA
Pay Range
: From 130,000 USD
The Work Environment
No strenuous physical activity, though occasional light lifting of files and related materials is required. 30% of time in meetings, working with team, or talking on the phone, 70% of the time at the desk on computer, doing analytical work. Minimal travel required. Travel includes airplane, automobile travel and overnight hotel.
Equal Opportunity
Koh America believes in Equal Opportunity for all and is committed to ensuring all individuals, including individuals with disabilities, have an opportunity to apply for those positions that they are interested in and qualify for without regard to , , , , citizenship, , sexual , , , veteran status, , genetic information, or any other protected characteristic. Koh America is also committed to providing reasonable accommodations to qualified individuals so that an individual can perform the duties. If you are interested in applying for an employment opportunity and require special assistance or an accommodation to apply due to a , please contact us at kya_support@kohyoung.com
Koh Technology
Koh Technology, founded in 2002 in Seoul, South Korea, is the 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 the core technologies developed in-house with the innovation in accuracy, Koh is expected to deliver a breakthrough in the field of neurosurgical robots.
Koh America (KYA)
Located in Duluth, GA, Koh America has been serving business partners in North America with sales and technical support since 2010. In addition to KYA’s sales and support for North America, Koh Research America was established in 2016 in San Diego, CA as a Research & Development hub for artificial intelligence and deep learning technologies.
Summary
We are seeking a Senior Computer Vision Engineer to join our team. The successful candidate will have a strong background in machine learning, computer science, or a related field, as well as experience in programming . Responsibilities will include developing and implementing AI algorithms for machine vision inspection. As a Senior AI R&D Engineer at Koh , you will be a technical leader in the organization, leading teams and projects for Koh 's inspection equipment.
The Responsibilities
Researches and develops scalable computer vision and machine learning solutions to a hard problem
Investigates and solves exciting and difficult challenges of the real-world problems in image recognition/classification, object detection/recognition, 3D scan and deep learning
Designs, implements, and deploys 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 Segmentation / Instance Segmentation
Various Region Detection on Images
Saliency / Anomaly
Shape matching / Blob from multi-modal data / Model Fitting
Classification
Small Data driven / Big Data driven
3D / Depth image processing development
Transformations / Denoising (Artifact, …) / Reconstruction / Ensemble
Stereo Vision
Camera Calibration / Depth Estimation
Deep Learning Network Training and Deployment to wide range of CV application
Performs 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 to Research and Develop to Classical Computer Vision Algorithm
Experience to Research and Develop Machine Learning
Experience to Deploy CUDA processing
C++ code optimization in performance-wise to image processing
Experience with at least of the programming C++ / Python / CUDA
Pay Range
: From 130,000 USD
The Work Environment
No strenuous physical activity, though occasional light lifting of files and related materials is required. 30% of time in meetings, working with team, or talking on the phone, 70% of the time at the desk on computer, doing analytical work. Minimal travel required. Travel includes airplane, automobile travel and overnight hotel.
Equal Opportunity
Koh America believes in Equal Opportunity for all and is committed to ensuring all individuals, including individuals with disabilities, have an opportunity to apply for those positions that they are interested in and qualify for without regard to , , , , citizenship, , sexual , , , veteran status, , genetic information, or any other protected characteristic. Koh America is also committed to providing reasonable accommodations to qualified individuals so that an individual can perform the duties. If you are interested in applying for an employment opportunity and require special assistance or an accommodation to apply due to a , please contact us at kya_support@kohyoung.com