Senior Sensor Fusion Software Developer

Location United States of America
Contact name: Sam Jacobs

Contact email: sam@deepabacus.com
Job ref: 84
Published: 3 days ago

The company:

Cutting-edge AI startup pioneering disruptive autonomy solutions accelerating the transition to fully autonomous ground and aerial vehicle operation. Using patented image radar modules and the advanced associated software, they provide unmatched long-range sensing and perception solutions to the automotive, locomotive, tracking, aerial, and drone industries.  

What you will do: 

  • Lead entire software lifecycle of AI sensor fusion architectures for state-of-the-art radar products

  • Design and optimize Kalman filter structures for sensor fusion system

  • Define and design AI neural network architectures

  • Identify appropriate test datasets for training neural networks

  • Develop data labeling tools and processes

  • Develop innovative techniques to solve design challenges 

  • Implement algorithms and architectures (Matlab, C++, CUDA, and Python) using deep learning frameworks (Tensorflow, Keras or Pytorch)

  • Implement and optimize neural network architectures from scratch 

What you will need to succeed: 

Must have

  • 3+ years of hands-on experience in the field

  • Exceptional individual contributor with ability to work with a team

  • Strong coding skills in C++ and Python

  • Strong foundations in Computer Vision, Machine Learning, Deep Learning, Convolutional Neural Networks, and Recurrent Neural Networks

  • Experience training, architecting and optimizing CNNs from scratch

  • Familiar with deep learning frameworks like Tensorflow, Keras, Pytorch

  • Experience with Sensor Fusion algorithms

  • Project management skills

  • Masters' degree in Artificial Intelligence or equivalent

Nice to have

  • Experience with Kalman Filter algorithms

  • Experience with Lidar, Radar and Camera data formats

  • Experience with TensorRT

  • Experience in the Automotive Industry

  • Experience in Mobile and Fixed Wireless Network Industry

  • Previous experience with startups transitioning to growth stage and beyond