Junior Computer Vision Engineer
Location: San Diego, California, United States
Department: US Team
Workplace: on_site
Employment Type: full
Description
[Position]
Computer Vision Engineer
[About Our Client]
Leader in 3D measurement and inspection technology used in the production of micro-electronics assemblies. San Diego Office, Research & Development hub for artificial intelligence and deep learning technologies.
[Job Summary]
- To research and develop scalable computer vision and machine learning solutions to a hard problem
- To investigate and solve exciting and difficult challenges of the real-world problems in image recognition/classification, object detection/recognition, 3D reconstruction and deep learning
- To design, implement, and deploy full-stack computer vision and machine learning solutions
[Job Description]
[Detailed Job Descriptions]
- Deep Learning Network Training and Deployment to wide range of CV application
- 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
Requirements
[Qualifications]
[Education and Experience]
- Required: Master’s degree in Computer Science or Electrical Engineering plus 2 or more years of relevant experience
- Preferred #1: Master's degree in Computer Science or Electrical Engineering plus 5 or more years of relevant experience
- Preferred #2: Doctorate in Computer Science or Electrical Engineering plus 3 or more years of relevant experience
[Technical Requirements] (At least, one of the below is required.)
- Experience to Research and Develop to Classical Computer Vision Algorithm
- Experience to Research and Develop Machine Learning
- Experience to C++ implementation of Computer Vision
[Skills to programming language ](At least, one of the below is required.)
- C++ / Python / CUDA
Benefits
- Health/Dental/Vision/Life Insurance at NO employee premium (including dependent coverage)
- 401(k) retirement plan (Immediately 100% vested)
- Generous PTO and paid holidays
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