Visionary AI Architect

6 days ago

Bengaluru, Karnataka, India beBeeComputer Full time ₹ 15,00,000 - ₹ 20,00,000
Job Description:

We are seeking a skilled Computer Vision Engineer to enhance and/or transform our computer vision infrastructure from traditional CNN architectures to cutting-edge transformer-based models.

This is a frontier challenge in computer vision and GIS, where the goal is to develop scalable templates to generalize automated extraction for broader GIS applications, similar to Waymo's strategy in self-driving technology.

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
Required Skills and Qualifications:Technical Skills:
  • Strong foundation in computer vision and deep learning fundamentals
  • Extensive experience training transformer models from scratch
  • Expert-level proficiency in PyTorch
  • Experience with ONNX or TensorRT model optimization and deployment
  • Deep understanding of distributed computing and parallel processing
  • Advanced Python knowledge, including multi-threading and multi-processing optimization
  • Experience with semantic segmentation tasks
  • Proven track record of handling large-scale data processing
Experience:
  • 5+ years of hands-on deep learning experience
  • Track record of successfully deploying computer vision models in production
  • Experience with vision transformer architectures
  • Experience optimizing models for production using ONNX/TensorRT
  • Background in handling high-resolution satellite/aerial imagery preferred
  • Masters/PhD in Computer Science, Machine Learning, or related field preferred
Benefits:

We offer a competitive salary and benefits package, as well as opportunities for professional growth and development.

Others:

This role requires a strong mathematical foundation in deep learning concepts, excellent technical documentation and communication skills, and the ability to conduct independent research and stay current with the latest developments in the field.

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