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Applied Scientist, Controllable GAIA

United Kingdom, London · Job Posted March 20, 2026
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Job Description

This role would sit within Science focusing on unlocking disruptive innovation that solves self-driving. We believe the next leap in autonomy won’t come from collecting endless real-world miles — it will come from simulating the world with unprecedented fidelity and generalisation. That’s where GAIA, our generative world model, comes in. As an Applied Scientist on the Science team, you’ll play a central role in developing the next generation of GAIA. These controllable world models will roll out diverse, photoreal, and physics-aware futures across multiple sensors (camera, radar, LiDAR), powering faster training, broader testing, and scalable deployment — even in places and situations we’ve never driven before.

Job Responsibility

  • Invent next-generation generative world models (diffusion, transformer, or hybrid) that deliver real-time, controllable rollouts
  • Architect controllable GAIA models where agents can step into the world, enabling reinforcement learning, planning, and safety evaluation
  • Define robust metrics for long-horizon coherence, physics fidelity, and planner integration
  • run ablations and scaling studies to understand trade-offs
  • Ship impact by integrating models with fleet-scale training, sim-to-real evaluation, and on-vehicle deployment
  • Mentor & influence: guide junior researchers, shape technical roadmaps, publish at top venues, and represent Wayve in the global research community
  • Challenge assumptions: propose bold ideas, run disruptive experiments, and question conventional approaches

Requirements

  • Expertise in ML research/engineering with a focus on generative video, world models
  • Deep knowledge in diffusion & latent-video models
  • Experience working with high-dimensional temporal or spatial-temporal data (e.g., video, multi-sensor fusion)
  • Strong Python and PyTorch engineering fundamentals, and experience building research-grade production tools
  • Strong publication record or contributions to open-source ML tooling
  • Ability to work collaboratively in a fast-paced, innovative, interdisciplinary team environment

Nice to have

  • Experience in AVs, robotics, simulation, or other embodied AI domains
  • Experience working with synthetic-to-real transfer

What we offer

  • Work on transformative technology with real-world impact on mobility, safety, and AI
  • Access massive driving datasets, cutting-edge infrastructure, and world-class research talent
  • Be part of a high-trust, high-autonomy team that values creativity, experimentation, and deep thinking
  • Publish, share, and shape the future of generative AI for autonomy

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