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Computer Vision Engineer

Computer Vision Engineer

ConfidentialKolkata
30+ days ago
Job description

Responsibilities :

  • Develop and optimize computer vision models for tasks like object detection, image segmentation, and multi-object tracking.
  • Lead research on novel techniques using deep learning frameworks (TensorFlow, PyTorch, JAX).
  • Build efficient computer vision pipelines and optimize models for real-time performance.
  • Deploy models using microservices (Docker, Kubernetes) and cloud platforms (AWS, GCP, Azure).
  • Lead MLOps practices, including CI / CD pipelines, model versioning, and training optimizations.
  • Required Skills :
  • Expert in Python, OpenCV, NumPy, and deep learning architectures (e.g., ViTs, YOLO, Mask R-CNN).
  • Strong knowledge in computer vision fundamentals, including feature extraction and multi-view geometry with experience in deploying and optimizing models with TensorRT, Open VINO, and cloud / edge solutions.
  • Proficient with MLOps tools (MLflow, DVC), CI / CD, and distributed training frameworks.
  • Experience in 3D vision, AR / VR, or LiDAR processing is a plus.

Nice to Have :

  • Experience with multi-camera vision systems, LiDAR, sensor fusion, and reinforcement learning for vision tasks.
  • Exposure to generative AI models (e.g., Stable Diffusion, GANs) and large-scale image processing (Apache Spark, Dask).
  • Research publications or patents in computer vision and deep learning.
  • Skills Required

    Opencv, Pytorch

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