Autonomy ML Researcher: Prediction & Smart Agents

Nuro; Mountain View (CA); Vor Ort; USD 180.000 - 240.000; Vollzeit

Zusammenfassung

Nuro is hiring an ML research scientist for prediction and smart agents. The role focuses on how autonomous systems model the behavior of other actors and use that understanding to make better driving decisions.

This autonomy research job has a strong behavioral component and influences how an embodied AI system interprets traffic scenes and responds to human-driven uncertainty. You would develop prediction models for autonomous driving, evaluate learned behavior models across simulated and

Qualifikationen

• Research background in ML, prediction, agents, robotics, or autonomous systems.
• Experience building and evaluating models for sequential decision-making.
• Ability to reason about uncertainty in physical environments.
• Comfort collaborating with production autonomy engineers.

Aufgaben

• Develop prediction models and smart-agent approaches for autonomous driving
• Evaluate learned behavior models across simulated and real-world scenarios
• Work with autonomy teams on planning, prediction, and deployment constraints
• Improve how the system reasons about dynamic road users.

Kenntnisse

ML

Prediction models

Sequential decision-making

Uncertainty reasoning

Collaboration

Jobbeschreibung

Nuro is hiring an ML research scientist for prediction and smart agents. The role focuses on how autonomous systems model the behavior of other actors and use that understanding to make better driving decisions.

This autonomy research job has a strong behavioral component and influences how an embodied AI system interprets traffic scenes and responds to human-driven uncertainty. You would develop prediction models for autonomous driving, evaluate learned behavior models across simulated and