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Senior/Staff Software Engineer - Prediction & Behavior ML

Develop deep learning algorithms to influence vehicle driving behavior based on behavior forecasting.
Boston
Senior
$201,000 - 297,000 USD / year
3 weeks ago
Zoox

Zoox

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

✨ About The Role

- Develop and apply distributed compute algorithms to analyze petabytes of urban driving data efficiently - Create core metrics to measure performance for ML models and collaborate with ML engineers on backend metrics and frontend tools for system analysis - Work closely with cross-functional teams such as Perception, Planning, and Simulation to solve the overall Autonomous Driving problem in complex urban environments - Collaborate with the Planner team to advance the overall vehicle behavior by developing deep learning algorithms for behavior forecasting - Utilize expertise in machine-learned models to understand the full scene around the vehicle and forecast behavior for other agents, influencing the vehicle's driving behavior both on-vehicle and offline

⚡ Requirements

- Experienced software engineer with a background in computer science or a related field, with a focus on machine learning and deep learning algorithms - Proficient in C++ or Python with extensive experience in programming and algorithm design - Skilled in petabyte-scale distributed computing using tools like Spark, Databricks, and MapReduce pipelines - Strong mathematical skills with knowledge of statistical analysis and experience in production Machine Learning pipelines - Prior experience with Prediction and/or autonomous vehicles, demonstrating expertise in optimizing safety critical software systems
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Senior/Staff Software Engineer - Prediction & Behavior ML
Boston
$201,000 - 297,000 USD / year
Software
About Zoox
Developing autonomous mobility solutions with an aim to improve urban transportation.