Sr. R&D Engineer
Timpl has partnered with a is a global leader in 3D inspection technology for
electronics manufacturing company and 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 company's inspection equipment.
MAJOR FUNCTION:
* 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, etc.)/ 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 PREREQUISITES:
* 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