Computer Vision Engineer (PyTorch/TensorRT)

3 months ago
Mid Level
Software Development
Flatgigs

Flatgigs

FlatGigs tailors recruitment strategies for flat-structured companies, aligning teams with skills and culture. Utilizing tech tools for precise candidate organization.

Professional Services

Description

  • Train and fine-tune models for object detection, classification, and segmentation.
  • Implement multi-object tracking algorithms for complex video streams.
  • Write production-grade Python code with an emphasis on modularity and scalability.
  • Containerize applications with Docker for consistent deployment.
  • Optimize trained models for production using NVIDIA TensorRT.
  • Work across the full pipeline from model development through deployment.
  • Support non-vision AI implementations as needed.

Requirements

  • 3+ years of experience in computer vision and deep learning.
  • Strong Python programming skills.
  • Experience with PyTorch.
  • Experience with OpenCV.
  • Experience with NVIDIA TensorRT is strongly preferred.
  • Experience with model optimization techniques such as quantization and pruning is strongly preferred.
  • Strong understanding of software engineering principles, including Git, testing, and CI/CD.
  • Ability to work on non-vision AI implementations.
  • Experience with detection, classification, and segmentation models such as YOLO, ResNet, and U-Net is preferred.

Interested in this position?

Apply directly on the company website

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