Netradyne - Staff Research Engineer - Machine Learning

1 month ago


Bangalore, India Netradyne Technologies India Pvt Ltd Full time

Job Description:


Role 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).


- 5 to 10yrs with Research or industry experience with in computer vision and machine learning models.


- Ability to take abstract product concepts and turn them into reality.


- Ability to innovate on cutting-edge problems without documented solutions.


Desired Skills :


- Experience with image, video and time-series data


- Experience with road scene understanding (objects, lanes, intersections, signs etc.)


- Experience with person/driver scene understanding (pose, distracted, eye status etc.)


- Experience with successfully applying machine learning to solve a real-world problem.


- Experience with conducting successful statistical experiments.


- Experience with predictive analytics

(ref:hirist.tech)

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