Autonomous Radar Systems Visionary
4 days ago
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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