Summer ML Research Intern: World Model Simulation

Waymo LLC; Mountain View (CA); Híbrido; USD 96.000 - 117.000; A tiempo parcial

Ventajas ofrecidas por este puesto de trabajo

Benefits programs

Descripción de la vacante

Waymo LLC is seeking an advanced intern to develop and evaluate generative models for video and world simulation. You’ll work on 3D/4D representations across diverse scenes and sensor modalities, and explore conditioning methods to improve temporal realism and inference speed.

You will collaborate with mentors and researchers across Waymo and Google to translate research prototypes into Waymo’s simulation pipeline.

Formación

• Pursuing MS or PhD in CS, ML, CV, robotics or related field.
• Strong background in deep learning and computer vision with hands-on generative modeling experience.
• Proficient in Python with hands-on training and debugging in PyTorch or JAX.

Responsabilidades

• Implement, train, and evaluate generative models for video and world simulation.
• Experiment with unified 3D/4D and spatiotemporal representations across scenes, platforms, and sensors.
• Investigate conditioning, fine-tuning, or distillation to improve temporal realism and inference speed.
• Collaborate with mentors across Waymo and frontier AI labs to adapt world models into Waymo’s simulation pipeline.

Conocimientos

Python

PyTorch

JAX

Deep learning

Computer vision

Research

Educación

MS or PhD candidate

Computer Science

Herramientas

Git

Linux

Descripción del empleo

Waymo LLC is seeking an advanced intern to develop and evaluate generative models for video and world simulation. You’ll work on 3D/4D representations across diverse scenes and sensor modalities, and explore conditioning methods to improve temporal realism and inference speed.

You will collaborate with mentors and researchers across Waymo and Google to translate research prototypes into Waymo’s simulation pipeline.