- 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
- 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
- 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
Sr. Machine Vision R&D Engineer - San Diego, United States - ISEE Career Solutions, Inc.
Description
Company Overview
The Company, 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, the company provides best-in-class products in Solder Paste Inspection (SPI) and Automated Optical Inspection (AOI) for electronics manufacturers worldwide.
Position Overview
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 the Company, you will be a technical leader in the organization, leading teams and projects for the Company's inspection equipment.
Responsibilities
Detailed Duties and skills
Requirements