Posted 3 months ago
Junior Computer Vision Engineer
AI Summary
Junior Computer Vision Engineer works on research and development of scalable computer vision and ML solutions, tackling real-world image recognition, segmentation, 3D reconstruction, and related tasks.
About this role
[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]
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To research and develop scalable computer vision and machine learning solutions to a hard problem
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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
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To design, implement, and deploy full-stack computer vision and machine learning solutions
[Job Description]
[Detailed Job Descriptions]
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Deep Learning Network Training and Deployment to wide range of CV application
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Image Enhancement
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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
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Saliency / Anomaly
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Shape matching / Blob from multi-modal data / Model Fitting
-Classification
- Small Data driven / Big Data driven
-3D / Depth image processing development
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Transformations / Denoising (Artifact, …) / Reconstruction / Ensemble
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Stereo Vision
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Camera Calibration / Depth Estimation
Requirements
[Qualifications]
[Education and Experience]
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Required: Master’s degree in Computer Science or Electrical Engineering plus 2 or more years of relevant experience
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Preferred #1: Master's degree in Computer Science or Electrical Engineering plus 5 or more years of relevant experience
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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.)
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Experience to Research and Develop to Classical Computer Vision Algorithm
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Experience to Research and Develop Machine Learning
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Experience to C++ implementation of Computer Vision
[Skills to programming language ](At least, one of the below is required.)
- C++ / Python / CUDA
Benefits
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Health/Dental/Vision/Life Insurance at NO employee premium (including dependent coverage)
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401(k) retirement plan (Immediately 100% vested)
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Generous PTO and paid holidays
Skills
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