Senior Computer Vision Engineer

Job Description

Job Description

Koh Young Technology

Koh Young 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 Young provides best-in-class products in Solder Paste Inspection(SPI) and Automated Optical Inspection(AOI) for electronics manufacturers worldwide.

Currently, Koh Young 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 Young is expected to deliver a breakthrough in the field of neurosurgical robots.

Koh Young America (KYA)

Located in Duluth, GA, Koh Young 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 Young 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 languages. Responsibilities will include developing and implementing AI algorithms for machine vision inspection. As a Senior AI R&D Engineer at Koh Young, you will be a technical leader in the organization, leading teams and projects for Koh Young'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
  • Color 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 language C++ / Python / CUDA

Pay Range : From 130,000 USD

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 Young 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 race, religion, color, national origin, citizenship, sex, sexual orientation, gender identity, age, veteran status, disability, genetic information, or any other protected characteristic. Koh Young 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 disability, please contact us at [email protected]