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Lead Principal Software Engineer - Perception Pretraining

Waymo LLCMountain View, CA, USA; San Francisco, CA, USA
On-site Full-time $332K/yr - $421K/yr

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Experience Level

Senior

Qualifications

Your Responsibilities:Create sensor-fusion foundation models for the Waymo Driver that function in real-time to provide a comprehensive understanding of the environment. Address large-scale, multi-stage training challenges for sensor fusion models using millions of miles of driving data while collaborating with Waymo’s infrastructure teams. Formulate strategies for frequent model updates and reduce the time required to address issues from detection to resolution. Optimize latency from model training and updates to deployment. Facilitate collaboration among Perception teams and with AI Foundation teams while engaging with Planning, Simulation, and Alphabet's research teams. Your Qualifications:Master's degree or PhD in Computer Science, Engineering, or related technical discipline. Over 10 years of experience in ML model development, including 4+ years in large-scale vision, video, or multi-modal foundation model creation and integration. At least 6 years of experience in ML-driven production systems that involve large-scale data modeling, training, evaluation, and deployment. Proficiency in advanced machine learning techniques and a strong foundation in data analytics.

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 tirelessly worked on developing the Waymo Driver—The World's Most Experienced Driver™—to enhance mobility access and save lives lost to traffic accidents. The Waymo Driver fuels our fully autonomous ride-hailing service and can adapt to various vehicle platforms and applications. With over ten million rider-only trips completed, Waymo has amassed more than 100 million miles driven autonomously on public roads, supplemented by tens of billions of simulated miles across 15+ U. S. states.

The Perception team at Waymo is instrumental in crafting the technology that empowers the Waymo Driver. Our advanced models enable the Waymo Driver to interpret its surroundings, make informed decisions, and ensure safe passage for passengers. Engaging in research to tackle real-world challenges, we collaborate closely with Alphabet's research teams. Our access to extensive driving data from diverse sensors allows machine learning practitioners to develop scalable multi-modal models and techniques.

You will report directly to our Director of Engineering within the Perception Organization.

About Waymo LLC

Waymo LLC is a pioneering company in autonomous driving technology, with a mission to enhance safety and accessibility in transportation. We leverage cutting-edge machine learning and artificial intelligence to develop innovative solutions that redefine mobility.

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