# Founding Machine Learning - World Models at One Robot

- Company: One Robot
- What the company does: World models for robots. Backed by Y Combinator.
- Company website: https://www.onerobot.io/
- Type: Startups (AI role)
- Level: Mid level
- Location: San Francisco
- Work setup: On-site
- Pay: $150K to $275K base salary per year (USD)
- Posted: 2026-08-05
- Apply by: 2026-10-08
- Apply: https://jobs.ashbyhq.com/onerobot/084b67a9-db33-433b-bd81-e131a359b0a7
- Page: https://www.1752.vc/careers/jobs/one-robot-founding-machine-learning-world-models/

## About the role

Train video and dynamics models: Develop world models with action conditioning for manipulation policies. Push long-horizon coherence: Develop architectures and training methods that extend rollout quality on hard physical tasks.

## What they're looking for

- Very strong coding in Python and PyTorch (or similar)
- Video generation experience: Deep experience training image or video generation models end-to-end
- Large-scale training: Track record operating training runs at cluster scale
- 3D vision: Working knowledge of multi-view geometry, scene reconstruction, and physical priors

Tags: One Robot Founding Engineers