Autonomous Radar Systems Visionary

4 days ago


Étreux, Hauts-de-France, United States Motional Full time

Overview

Motional, a driverless technology company, seeks a highly skilled Autonomous Radar Systems Visionary to join its team of engineers and researchers. The successful candidate will be responsible for designing and developing cutting-edge Radar systems and machine learning models that will revolutionize the transportation industry.

Salary Range: $236,000 — $324,500 USD per annum, commensurate with experience.

About the Role

This is an exciting opportunity for an experienced engineer to lead the development of state-of-the-art Imaging Radar hardware and machine learning systems. As the end-to-end Radar owner and domain expert, you will work closely with cross-functional teams to architect and define optimal sub-systems. Your deep understanding of Radar hardware, DSP, and machine learning will enable you to make informed decisions and drive innovation.

Responsibilities

  • Design and develop applied research and development of deep neural networks for end-to-end solutions.
  • Own and deliver state-of-the-art Imaging Radar hardware and machine learning to push performance boundaries for next-generation Autonomous Vehicles.
  • Develop core deep learning codebase for efficient training and testing pipelines.
  • Conduct deep learning experiments, write reports/publications, and file patents.
  • Collaborate with high-performance compute, systems, vehicle engineering, autonomy, and suppliers as the end-to-end Radar owner and domain expert.

Required Skills and Qualifications

To be successful in this role, you will need:

  • Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics, Electrical Engineering, or a related field.
  • Deep understanding of Radar hardware, Radar DSP, Radar machine learning, and Radar testing/performance.
  • Experience developing low-level data pipelines to enable industry-leading machine learning performance.
  • Understanding of computer architecture principles and how data pipelines and machine learning algorithms map onto hardware.
  • In-depth understanding of common machine learning and deep learning algorithms (e.g., for classification, regression, and clustering).
  • Experience designing, training, and analyzing neural networks for at least one of the following applications: object detection, image segmentation, sensor fusion, multitask learning, motion prediction, and/or tracking.
  • Significant experience with software engineering principles including software design, source control management, build processes, code reviews, testing methods.
  • Fluency in Python, including standard scientific computing libraries and Python bindings development experience.
  • Experience with PyTorch or other deep learning frameworks.
  • Experience defining data collection, data curation, and working with large data sets.
  • Leadership and mentoring experience.

Benefits

Motional offers a comprehensive benefits package, including:

  • Medical, dental, and vision insurance.
  • 401(k) plan with a company match.
  • Health savings accounts.
  • Life insurance.
  • Pet insurance.

About Motional

Motional is a joint venture between Hyundai Motor Group and Aptiv, founded on a shared vision of creating a safer, more accessible, and more equitable transportation system. Our team of engineers, researchers, and innovators is dedicated to pushing the boundaries of what is possible with autonomous vehicles.



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