HUD is building infrastructure and marketplaces for reinforcement learning training data and evaluations for frontier AI agents. The Research Engineer will develop robotics datasets and evaluations for embodied AI, defining data specifications, building validation methods, and running experiments to assess how data quality and structure affect model performance.