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Applied Research Scientist in 3D Object Detection (PhD New Grad)

Waymo LLCMountain View, CA USA; San Francisco, CA USA;
Hybrid Full-time $170K/yr - $216K/yr

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Experience Level

Entry Level

Qualifications

You will:Take ownership of tasks in the ML Driver, ensuring task scaling and performance while creating machine learning methods to enhance these tasks. Analyze the behavior of machine learning systems in real-world applications, identifying issues and their root causes, and proposing or developing both short- and long-term solutions. Monitor machine learning systems in production, developing methods for the automatic detection of issues or regressions, while also creating AI-assisted analysis and debugging tools. Create and maintain metrics addressing ADV-related concerns, including safety-critical and longtail issues. You have:A Bachelor’s degree in Computer Science or a related field, or equivalent deep learning experience. A minimum of 3 years of experience in Machine Learning and Computer Vision. Proficiency in Python programming. Familiarity with machine learning frameworks such as PyTorch or JAX. We prefer:A Master’s or PhD degree in a related field.

About the job

Waymo is at the forefront of autonomous driving technology, dedicated to becoming the world's most trusted driver. Originating from the Google Self-Driving Car Project in 2009, Waymo has developed the Waymo Driver—The World’s Most Experienced Driver™—to enhance mobility access while significantly reducing traffic-related fatalities. The Waymo Driver powers our fully autonomous ride-hail service and is adaptable for various vehicle platforms and applications. With over ten million successful rider-only trips and more than 100 million miles driven autonomously on public roads, complemented by tens of billions of miles in simulation across 15+ U. S. states, we are transforming the future of transportation.

The Perception team is pivotal in developing the system that learns spatial-temporal representations and their semantic meanings in the environment surrounding our autonomous driving vehicles (ADVs). We collaborate closely with downstream teams for optimization and integration into the Waymo Driver and conduct our own research to tackle real-world challenges. Access to extensive driving data from a variety of sensors enables our engineers to (1) create methods for continuous learning from large-scale real-world data, (2) develop scalable models and model training strategies, (3) analyze real-world behaviors and create systems to handle complex real-world interactions, and (4) optimize models for both onboard and offboard hardware.

In this hybrid role, you will report to a Technical Lead Manager.

About Waymo LLC

Waymo LLC is a pioneering company in autonomous driving technology, striving to enhance mobility access and safety through innovative driving solutions.

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