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Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. The Waymo Simulation team builds state-of-the-art simulations of realistic environments for testing and training the Waymo Driver, which is Waymo's autonomous driving technology. They develop industry-leading simulation solutions using advanced machine learning algorithms to measure and enhance the performance of the Waymo Driver. Waymo interns work with leaders in the industry on projects that deliver significant impact to the company.
Job Responsibility:
Advance the realism and capabilities of Waymo's simulation environments by contributing to existing projects using cutting-edge AI models, including Generative AI for sensor data, Multimodal models for world understanding, and Reinforcement Learning for agent controllability
Implement novel research ideas into existing projects and run training and evaluation experiments
Requirements:
Currently pursuing a Ph.D. in Computer Science, Machine Learning, Electrical Engineering, or a related technical discipline
Python coding
Deep Learning experience with frameworks like TensorFlow, Jax or PyTorch
Nice to have:
Hands-on experience with attention mechanisms, diffusion and / or autoregressive architectures, applied to vision language models, large language models, etc.
Experience with autonomous driving and / or robotics
What we offer:
Health and wellness (medical, dental and vision insurance, mental wellness support, gym membership, and special wellness programs)
Financial wellness (competitive compensation, bonus opportunities, equity, employees provident fund, and lots of other perks and employee discounts)
Flexibility and time off (flexibility to work from another location for four weeks per year, on-site or hybrid work model, remote working opportunities, paid time off, bereavement, sick, and parental leave)