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Computer Vision Engineer

Computer Vision Engineer

PylonBangalore
30+ days ago
Job description

Requirements :

  • 5+ years of hands-on experience in a computer vision or deep learning role.
  • Experience with industrial / safety inspection datasets (e. g., PPE detection, visual defect classification).
  • Familiarity with MLOps tools like MLflow, DVC, or ClearML.
  • Experience with model optimization and deployment frameworks (ONNX, TensorRT, OpenVINO).
  • Exposure to real-time or edge inference performance constraints.
  • Contributions to open-source, research publications, or competitive CV challenges (e. g., Kaggle).

Technical Qualification :

  • Proficiency in Python and deep learning frameworks (PyTorch / Tensorflow).
  • Good understanding of CNNs, transfer learning, data augmentation, and overfitting mitigation.
  • Familiarity with basic software engineering practices (git, code reviews, unit testing).
  • Mathematical Background : Solid grasp of linear algebra, probability, and optimization as applied in ML.
  • Languages / Frameworks : Python, PyTorch, Tensorflow, TorchVision, FastAPI, OpenCV.
  • Model Tools : ONNX, TensorRT, Albumentations. DevOps : Docker, Git, Azure / AWS.
  • Infra : Jetson devices, cloud APIs, SQL / NoSQL databases.
  • (ref : hirist.tech)

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