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Computer Vision Engineer
Computer Vision EngineerPozent Corporation • South Plainfield, NJ, United States
Computer Vision Engineer

Computer Vision Engineer

Pozent Corporation • South Plainfield, NJ, United States
Hace 5 días
Tipo de contrato
  • A tiempo completo
Descripción del trabajo

Role Overview

Develop and deploy computer vision solutions using deep learning, image processing, and modern CV frameworks. Build production-ready systems for visual understanding and analysis.

Responsibilities

  • Design and implement computer vision models for object detection, segmentation, and classification
  • Develop image processing pipelines for enhancement, filtering, and feature extraction
  • Build and optimize CNN architectures for various computer vision tasks
  • Implement CV solutions using OpenCV for real-time image and video processing
  • Train and fine-tune deep learning models using PyTorch for production deployment
  • Optimize models for performance, accuracy, and inference speed
  • Collaborate with cross-functional teams to integrate CV solutions into products

Requirements

  • Bachelor's degree in Computer Science, Electrical Engineering, AI / ML, or related field
  • Strong expertise in image processing techniques and algorithms
  • Proven experience with CNNs and deep learning architectures (ResNet, YOLO, U-Net, etc.)
  • Proficiency in OpenCV for computer vision applications
  • Hands-on experience with PyTorch for model development and training
  • Strong Python programming skills
  • Understanding of computer vision fundamentals (feature detection, image transforms, edge detection)
  • Preferred

  • Experience with object detection frameworks (YOLO, Faster R-CNN, SSD)
  • Knowledge of semantic / instance segmentation techniques
  • Familiarity with vision transformers (ViT, DETR, SAM)
  • Experience with video processing and tracking algorithms
  • Understanding of 3D vision, depth estimation, or SLAM
  • Knowledge of model optimization (TensorRT, ONNX, quantization)
  • Experience with GPU programming and CUDA
  • Familiarity with cloud deployment and MLOps
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    Computer Vision Engineer • South Plainfield, NJ, United States

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