Expert
Driver Refinement and Validation’s (DRV) mission is to build upon the high-quality ML Driver developed by Driver Intelligence, refining its performance to improve autonomous driving in specific, complex real-world contexts and problem areas (e.g., Ride-Hailing contexts). It aims to ensure that the Waymo Driver always computes safe, compliant, comfortable, and useful plans. As an Engineer in DRV, you will bridge the gap between cutting-edge machine learning and real-world vehicle performance, engineering the validation and onboard systems that ensure the autonomous vehicle reliably executes intelligent and predictable maneuvers.
You will:
Develop next-generation, ML-powered systems that enhance the capabilities of the ML driver and accelerate the rapid scaling of Waymo’s business
Fine-tune, adapt, and benchmark state-of-the-art generative models to improve autonomous vehicle perception, motion prediction, and trajectory planning
Write high-quality, scalable, and thoroughly tested code to bring cutting-edge ML into production
Partner with world-class engineers and product managers to deliver safe and smooth autonomous vehicle behaviors
You have:
MS in Computer Science, Machine Learning, Robotics, or related technical field, or equivalent practical experience
8+ years of industry experience deploying, evaluating, and maintaining ML-based systems in real-world, production environments
Proficient programming skills in Python and/or C++, coupled with strong analytical and debugging abilities
Expertise with modern deep learning frameworks, such as JAX or PyTorch
We prefer:
Experience in deep learning, reinforcement learning, and ML systems
Domain expertise in solving prediction, behaviors, motion planning, or related robotics problems
ML post-training experience
Prior industry experience (e.g. internships) in applied ML or software development
Publications in top-tier conferences (e.g., NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, ICRA, IROS, RSS, CoRL, ACL, or EMNLP)
The expected hourly rate for this full-time position is listed below. Interns are also eligible to participate in the Company’s generous benefits programs, subject to eligibility requirements.
Hourly PhD Pay
$251,000—$310,000 USD
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