WHAT WE'RE LOOKING FOR

• A track record of training large generative models — video, world, or multimodal — with shipped models or published artifacts to show for it.
• Deep hands-on experience with modern generative architectures: diffusion models, autoregressive transformers, latent-variable models, or video prediction.
• Experience with large-scale distributed training: streaming datasets, checkpointing and state management, debugging numerics and training instabilities.
• Strong Python + PyTorch/JAX; you can profile kernels, optimize data loaders, and write maintainable research code.
• Empirical rigor: you design careful evaluations, run honest baselines, and document experiments clearly.
• Excitement about grounding generative models in physical reality rather than pixels alone.

NICE TO HAVE

• Experience with world models for robotics or autonomous driving (e.g., action-conditioned video models, learned simulators, model-based RL).
• Familiarity with robotics simulators (Isaac Sim, MuJoCo) and sim-to-real considerations.
• Experience using world models for policy evaluation or synthetic data generation at scale.
• Publications at top-tier deep learning conferences (NeurIPS, ICML, ICLR, CoRL, CVPR) or equivalent open-source contributions.
• Experience optimizing generative models for fast inference.

WHAT WE OFFER

• Competitive equity: stock options with meaningful upside as we scale.
• 30+ paid days off, including 23 days of annual leave, all UK bank holidays, and additional company closure days (including Christmas–New Year shutdown).
• Private healthcare, including virtual and in-person care.
• Pension scheme with 8% total contribution (5% employee, 3% employer) on full earnings.
• Free daily breakfast, catered lunch, and snacks in-office.
• Work at the frontier - collaborate daily with world-class engineers, researchers, and product experts building the next generation of AI and humanoid robotics.
• Real ownership - direct access to founding leadership, meaningful input on product direction, and the ability to drive key initiatives from day one.