abundant

Abundant builds training data for AI models, focusing on reinforcement learning, simulation, synthetic data, and learning from experience as alternatives to human supervision. The company serves a majority of top AI labs, frontier startups, and Fortune 500 enterprises, addressing the data bottleneck required to move from general knowledge to domain expertise, agents, and multimodal and physical AI. Its founding team consists of former founders, machine learning engineers, roboticists, and data leads with backgrounds from Waymo, Google, Mercor, and AWS.

Abundant is actively building its technical and research teams, as shown by its open roles in San Francisco. The current job listings include a Member of Technical Staff focused on Alignment, a Research Fellow, and a Research Intern in Member of Technical Staff for Research. These roles involve working directly with the founding team on foundational research, model reasoning, intelligence, and safety oversight. The available positions are located in San Francisco and require strong engineering capabilities combined with experience in reinforcement learning, AI safety, or frontier research.