Research Scientist

Pantograph • San Francisco, CA

5d

About The Position

Pantograph is training general models that start by watching internet-scale video and end up on robots. We think the path to capable robots runs through general intelligence rather than narrow, robot-specific skills. We're scaling simple methods across video games, real-world video, and our own fleet of affordable, durable robots. We're looking for research scientists who want to scale simple methods across the largest datasets available.

Requirements

• Large-scale pre-training (video, multimodal, image, or language)
• Self-supervised, goal-conditioned, or unsupervised RL
• Robotics models, especially those trained on large-scale data
• Video generation or other large-scale sequence modeling over high-dimensional observations (e.g. pixels)
• Trained models on large GPU clusters and are comfortable working with Kubernetes
• Believe simple methods that scale beat complicated ones that don't, and reach for the simplest thing that could work
• Strive to find simple, expressive metrics and measure them accurately
• Value scientific integrity and seek to understand the true effect of different interventions

Nice To Haves

• Experience with JAX
• Interest in problems adjacent to the critical path — new modalities, alternatives to text for reasoning, pixel-space modeling, or automating research itself
• A strong background in proof-based mathematics, including topics such as: Measure-theoretic probability, Stochastic processes, Optimization theory

What This Job Offers

• Job Type: Full-time
• Career Level: Senior
• Education Level: No Education Listed