Zoox
Software Engineer - Perception Mapping
Zoox, California, Missouri, United States, 65018
The Mapping team at Zoox Perception develops state-of-the-art CV/ML models to perceive highly accurate HD maps. Our products are critical to enabling autonomy in complex environments in a safe and reliable manner.As part of this team, you will design and implement models and algorithms to predict HD map elements, in 3D or orthographic visual feature representations, via multisensor fusion. Elements of interest include traffic lights and signs, lanes, curbs, dividers, their 3D structure, and the topological relationships between them.We are looking for engineers who are ambitious and passionate about contributing to a technically challenging and safety-critical world-changing product.In this role, you will:
Train and develop state of the art HD map prediction models.Develop algorithms and ML models for sensor fusion.Develop algorithms and tooling for data mining, dataset building, and dataset analysis.Write on-vehicle software for model inference and model result post-processing.Work with the Mapping team to automate the map creation process.Qualifications
Strong math background and be comfortable with C++/Python.Experience working with modern ML frameworks like PyTorch.Knowledge of computer vision techniques and machine learning.Bonus Qualifications
Experience with HD mapping, multiview geometry, 3D reconstruction, 3D representations, SLAM, sensor fusion, or object detection.CompensationThere are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. The salary will range from $173,000 to $278,000. A sign-on bonus may be part of a compensation package. Compensation will vary based on geographic location, job-related knowledge, skills, and experience.Zoox also offers a comprehensive package of benefits including paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation Rights, Amazon RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.
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Train and develop state of the art HD map prediction models.Develop algorithms and ML models for sensor fusion.Develop algorithms and tooling for data mining, dataset building, and dataset analysis.Write on-vehicle software for model inference and model result post-processing.Work with the Mapping team to automate the map creation process.Qualifications
Strong math background and be comfortable with C++/Python.Experience working with modern ML frameworks like PyTorch.Knowledge of computer vision techniques and machine learning.Bonus Qualifications
Experience with HD mapping, multiview geometry, 3D reconstruction, 3D representations, SLAM, sensor fusion, or object detection.CompensationThere are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. The salary will range from $173,000 to $278,000. A sign-on bonus may be part of a compensation package. Compensation will vary based on geographic location, job-related knowledge, skills, and experience.Zoox also offers a comprehensive package of benefits including paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation Rights, Amazon RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.
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