Population simulation for predictive decision-making

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Prediction Researcher

Aaru builds simulations of human behavior using AI agents to help organizations evaluate consequential decisions. The Prediction Researcher will lead empirical research on forecasting aggregate human behavior and future outcomes by formulating hypotheses, building predictive methods, designing rigorous evaluations, analyzing failures, and translating validated approaches into reproducible production systems.

Evaluation Researcher

Aaru builds simulations of human behavior using populations of AI agents to help organizations test consequential decisions. The Evaluation Researcher will own measurement problems across machine learning, statistics, behavioral science, and product decision-making by designing studies, developing evaluation infrastructure, analyzing failures, quantifying uncertainty, and communicating evidence that guides research and product decisions.

Prediction Research Manager

Aaru builds simulations of human behavior using populations of AI agents to help organizations evaluate consequential decisions. The Prediction Research Manager will lead a team of prediction researchers and research engineers, set the research agenda, design rigorous predictive experiments, and develop calibrated systems from heterogeneous real-world data. The role combines hands-on technical research with hiring, mentoring, cross-functional collaboration, and operational leadership.

Evaluation Research Manager

Aaru builds simulations of human behavior using AI agents to help companies and institutions evaluate consequential decisions. The Evaluation Research Manager will lead Evaluation Researchers and research engineers, develop rigorous evaluation studies and reusable infrastructure, and ensure the quality, independence, and practical usefulness of evidence across populations, predictions, and simulations.

Head of Evaluations Research

Aaru builds simulations of human behavior, using populations of simulated agents to help companies and institutions test consequential decisions before acting. The Head of Evaluations Research will define the evaluation charter, lead hands-on research into the realism and performance of Aaru’s populations, predictions, and simulations, and build a team of evaluation researchers and research engineers. The role involves designing studies, constructing datasets, analyzing failures, establishing rigorous measurement standards, and communicating evidence to internal and external stakeholders.

Head of Prediction Research

Aaru builds simulations of human behavior that help companies and institutions test consequential decisions before committing to them. The Head of Prediction Research will set the scientific direction for forecasting and predictive systems, lead data strategy and research, build and validate machine learning and agentic prediction methods, and recruit and lead a small technical team while remaining hands-on.

Researcher

Aaru is a company at the forefront of predictive intelligence, utilizing AI to simulate and predict human behavior. As a Researcher, you will design and enhance simulation systems that create high-fidelity synthetic agents, enabling clients to test decisions against realistic populations before implementation.

Aaru is a company at the forefront of predictive intelligence, utilizing AI to simulate and predict human behavior. The Researcher role involves designing and improving simulation systems to generate high-fidelity synthetic agents, enabling customers to test decisions against realistic populations.

Population Simulation Researcher

Aaru is a company that operates at the frontier of predictive intelligence, using AI to simulate and predict human behavior at scale. As a Population Simulation Researcher, you will design and improve simulation systems that generate high-fidelity synthetic agents from real-world profiles, enabling customers to test decisions against realistic populations.