companyWaymo LLC logo

Senior Staff Software Engineer - Perception Data

Waymo LLCMountain View, California, USA
Hybrid Full-time $281K/yr - $356K/yr

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Experience Level

Senior

Qualifications

You will:Define Organizational Technical Strategy: Develop a 2-3 year data vision for the entire Perception organization, harmonizing the machine learning lifecycle into an automated and continuous flywheel. Cross-Organizational Architecture: Lead crucial architectural decisions across the Perception, Machine Learning, and Infrastructure teams. Technical Governance & Standards: Set engineering standards, API guidelines, and system reliability criteria across multiple teams, ensuring seamless interoperability of diverse systems. Tackle Complex Data Challenges: Spearhead technical solutions for ambiguous and intricate problems, such as designing and enhancing active learning loops.

About the job

Waymo is a leader in autonomous driving technology dedicated to becoming the most trusted driver in the world. Originating from the Google Self-Driving Car Project in 2009, our focus has been on creating the Waymo Driver—an exceptional driver that enhances mobility access while significantly reducing traffic-related fatalities. The Waymo Driver not only supports our fully autonomous ride-hailing service but can also be adapted to various vehicle platforms and applications. With over ten million rider-only trips completed, our technology has safely navigated more than 100 million miles on public roads and processed tens of billions of miles in simulation across over 15 U. S. states.

The Perception Data team at Waymo plays a critical role in shaping the strategy and technical direction for all data utilized in training and evaluating the Waymo Driver's perception capabilities. We manage the complete data lifecycle, developing automated systems and 'infrastructure-as-product' solutions that convert vast amounts of driving sensor data into high-quality training datasets. Our team tackles complex challenges, including active learning loops and open-vocabulary modeling, bridging raw data with advanced machine learning techniques.

By integrating data ingestion, curation, and evaluation into a unified ecosystem, we facilitate the swift development of foundational models and next-generation perception systems. We work closely with Machine Learning, Infrastructure, and Evaluation teams to address intricate data challenges, ensuring our models can effectively interpret the long-tail of rare events. Ultimately, our contributions lay the groundwork for the Waymo Driver to operate safely in diverse environments.

About Waymo LLC

Waymo LLC is at the forefront of autonomous vehicle technology, committed to enhancing mobility and safety through innovation. Our cutting-edge technology and robust data-driven strategies empower our team to redefine transportation, making it safer and more accessible for everyone.

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