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Software Engineer - Prediction & Behavior ML

Develop novel architectures for classifying and understanding dynamic urban environments.
Boston
Senior
$135,000 - 225,000 USD / year
3 weeks ago
Zoox

Zoox

Developing autonomous mobility solutions with an aim to improve urban transportation.

✨ About The Role

- Develop novel architectures for classifying and understanding dynamic urban environments using high-quality sensor data - Provide a probabilistic representation of the future state of the world, focusing on predicting the behavior of vehicles, pedestrians, and cyclists - Integrate data-driven models into planning software to ensure safe and smooth customer experiences - Collaborate with the Prediction team to leverage sensor data and semantic information for creating accurate future state representations - Work on testing, validating, and deploying algorithms in a fast-moving and highly execution-oriented team

⚡ Requirements

- Experienced software engineer with a background in computer science or a related field, specializing in prediction and behavior modeling - Proficient in C/C++ and experienced in production ML pipelines, computer vision, and machine learning techniques - Skilled in training and deploying Deep Learning models and working with large datasets efficiently - Strong mathematical skills and understanding of probabilistic techniques - Ability to design large-scale scalable software architectures and create real-time systems for solving complex prediction tasks
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Software Engineer - Prediction & Behavior ML
Boston
$135,000 - 225,000 USD / year
Software
About Zoox
Developing autonomous mobility solutions with an aim to improve urban transportation.