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Cesna Recruitment

Posted 3 months ago

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Junior Computer Vision Engineer

San DiegoOn-siteFull-time

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]

  • 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

Skills

3D ReconstructionBlob/Shape MatchingC++Camera CalibrationColor Image ProcessingComputer VisionCUDADe-blurringDeep LearningDenoisingDepth EstimationImage Domain TransformationImage EnhancementImage SegmentationInstance SegmentationMachine LearningModel FittingPythonSemantic SegmentationStereo VisionTransformations

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