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Netradyne - Senior Staff Research Engineer - Machine Learning / Computer Vision

Netradyne - Senior Staff Research Engineer - Machine Learning / Computer Vision

NetraDyne Technology India Private LimitedBangalore
11 days ago
Job description

and Responsibilities :

You will help design, implement and commercialize driver monitoring and driver assistance algorithms. You will have access to very large datasets and will get to deploy new algorithms / models into thousands of vehicles.

As a machine learning software engineer, you may :

  • Design and commercialize algorithms characterizing driving behavior.
  • Design, implement and track key metrics; and architect data-driven solutions.
  • Improve machine learning infrastructure for scalable training and inference.
  • Innovate and develop proof of concept solutions showcasing novel capabilities.

Requirements :

  • B Tech, M. Tech or PhD in computer science, electrical engineering or a related area.
  • Excellent programming skills Python(required) and C++ (desired).
  • 10+ yrs with Research or industry experience within computer vision and machine learning
  • Ability to take abstract product concepts and turn them into reality.
  • Ability to innovate on cutting-edge problems without documented solutions.
  • Hands-on experience in handling edge deployments targeting various HW platforms.
  • Desired Skills :

  • Experience with image, video and time-series data
  • Experience with Camera calibration, multi-view geometry, 3D reconstruction, SLAM
  • Experience with SOTA multi-camera BEV and Occupancy prediction algorithms.
  • Experience with road scene understanding (objects, lanes, intersections, signs etc.)
  • Experience with successfully applying machine learning to solve a real-world problem.
  • Experience with conducting successful statistical experiments.
  • (ref : hirist.tech)

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