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описание
Artificial Societies Ltd is a YC W25 startup backed by Point72 and Kindred Capital building a Societal World Model to simulate human opinion and influence.
задачи
Transition novel research prototypes into production-grade simulation systems that deliver actionable insights to influential organizations;
Post-train, fine-tune, and distil frontier language models for fast, efficient, and nuanced large-scale simulations;
Design and own end-to-end data pipelines and inference infrastructure for reliably serving simulations of thousands of individuals at scale.
требования
Have at least 2+ years of experience shipping machine learning models into production in a fast-paced startup environment;
Take ownership of machine learning models from notebook to user;
Have deep hands-on expertise in post-training language models, including RL, distillation, and reward design;
Write high-quality, maintainable Python;
Have strong intuition for statistics, probability, and reasoning within high-dimensional spaces.