Senior Vision Architect

2 weeks ago

Bengaluru, Karnataka, India beBeeComputerVision Full time US$ 15,00,000 - US$ 20,00,000
Job Summary

We are seeking an experienced computer vision researcher to join our team. The ideal candidate will have expertise in transformer-based models and deep learning fundamentals.

About the Role

This is a challenging project that involves developing and implementing cutting-edge technology for semantic segmentation of aerial imagery. The role demands strong skills in model design, training, and optimization.

Key Responsibilities:
  • Design and implement transformer-based architecture for semantic segmentation of aerial imagery
  • Develop efficient image-to-token and token-to-image conversion pipelines
  • Create and maintain training datasets, including data cleaning, augmentation, and validation
  • Optimize model training processes for distributed computing environments
  • Implement efficient inference pipelines for production deployment
  • Collaborate with engineering team to integrate new models into existing infrastructure
About You

The successful candidate will have a strong foundation in computer vision and deep learning fundamentals. Experience with PyTorch and ONNX or TensorRT model optimization and deployment is essential. A deep understanding of distributed computing and parallel processing is also required.

What We Offer
  • A vast aerial imagery database (7 cm GSD) of 500,000+ properties across the U.S.
  • A team of 60 annotators mapping thousands of acres daily
  • A ready market of 350+ customers for immediate deployment
  • Po
    wful compute resources for rapid model training

This is an exciting opportunity to work on a challenging project that has real-world implications. If you are passionate about computer vision and deep learning, we encourage you to apply.

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