Machine Learning Engineer

3 weeks ago


Palo Alto, California, United States Latitude AI Full time

About the Role

We are seeking an experienced Machine Learning Engineer to join our team and lead the development of advanced detection models. As a member of our team, you will work alongside leading experts across machine learning and robotics to create cutting-edge computer vision and machine learning technology.

Responsibilities

  • Develop compute-efficient, multi-view, multi-sensor deep learning models that can perform tasks such as 3D object detection, lane line detection, state estimation, and scene segmentation
  • Read literature, analyze raw data, and design state-of-the-art solutions
  • Transition solutions from the lab to the test track and public roads to ensure successful production-level implementation
  • Collaborate with perception experts and experienced roboticists on algorithm design, prototyping, testing, deployment, and productization
  • Build and maintain industry-leading software practices and principles

Requirements

  • Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field and 4+ years of relevant experience
  • Relevant knowledge and experience in machine learning, with a proven track record of developing and deploying deep learning solutions using PyTorch, Tensorflow, or similar frameworks
  • Experience in developing perception systems using sensors such as Camera, Radar, and LiDAR
  • Strong experience in computer vision, perception, and point cloud processing
  • Proven experience in shipping computer vision software products to industry or consumers
  • At least 4 years of development experience in Python/C++ environments


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