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Tlm – Perception
Company | Aurora Innovation |
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Location | Seattle, WA, USA |
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Salary | $189000 – $302000 |
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Type | Full-Time |
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Degrees | |
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Experience Level | Mid Level, Senior |
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Requirements
- Excellent software engineering skills in Python and/or C++ and contemporary ML frameworks (e.g., PyTorch)
- Extensive exp in Computer Vision, Machine Learning, Deep Learning, or other relevant areas of Artificial Intelligence (e.g., as evidenced by industry experience, publication record)
- 3+ years of industry experience directly managing a team of engineers/researchers.
- Strong problem solving skills and ability to innovate
Responsibilities
- Be responsible for leading a team that owns a deployed ML subcomponent of the perception system.
- This will include defining technical direction for the team, setting and executing against milestones, allocating resources and owning all aspects of a deployed production ML model – from metrics and ML research to on-road execution and performance.
- Be responsible for managing a team of engineers and researchers and growing their careers.
Preferred Qualifications
- Relevant industry experience (prior work on self-driving vehicles, autonomy, and/or robotics projects)
- Contributions to open source project(s)
- Strong track record in any field related to machine learning, as evidenced by top-tier publications
- Examples of relevant fields and conferences: computer vision (e.g., CVPR, ECCV, ICCV, IJCV), machine learning (e.g., ICML, NeurIPS, JMLR, PAMI), robotics (e.g., RSS, IJRR)