Machine Learning Engineer
3 weeks ago
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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