About the role

The Prediction & Behavior ML team is responsible for developing machine learning (ML) algorithms that learn and predict behaviors from data, applying them both on-vehicle to influence driving behavior and off-vehicle to provide ML capabilities to simulation and validation. Given the tight integration of behavior forecasting and motion planning, our team collaborates closely with the Planner team to advance overall vehicle behavior. We also work closely with our Perception, Simulation, and Systems Engineering teams to accelerate our ability to validate our driving performance.

As a Learned Trajectory Machine Learning Engineer you will be responsible for developing deep learned models that produce trajectories for our vehicles to drive. Given the tight integration of behavior prediction and motion planning, you will closely collaborate with the Planner and Perception teams in the advancement of our overall vehicle behavior.

Skills & Tags

go machine learning data

Aplyr's read

Zoox is pioneering urban mobility with its autonomous vehicles, attracting talent passionate about transforming transportation technology and city living.
Synthesized from recent postings & public sources

What's promising

•Zoox's focus on urban mobility aligns with growing trends in smart city development.
•Backed by Amazon, Zoox has significant resources for research and development.
•The company offers opportunities in cutting-edge fields like machine learning and autonomous systems.

What to watch

•High regulatory hurdles could delay Zoox's market entry.
•The autonomous vehicle industry is highly competitive, with major players like Waymo and Tesla.
•Zoox's success depends on public acceptance of autonomous vehicles, which remains uncertain.

Why Zoox

•Zoox designs vehicles specifically for autonomy, not retrofitting existing cars.
•Their bi-directional vehicle design is a novel approach in the industry.
•Zoox aims for a zero-emission future, integrating sustainability into its core mission.

Aplyr’s read is generated by AI from public sources. Was it useful?

About Zoox

Zoox

zoox.com

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Zoox is an autonomous vehicle company focused on developing a fully autonomous, purpose-built vehicle designed for urban mobility. Their innovative approach aims to transform transportation by creating a safer, more efficient, and environmentally friendly alternative to traditional vehicles.