Systems Architect

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Description

OXMAN OXMAN is a nature-based research and design company based in Manhattan. We incubate ventures and technologies that reimagine the relationship between humanity and the natural world. Working across disciplines—from architecture and ecology to computation and materials science—we develop nature-centric solutions to critical environmental challenges. EDEN Existing environmental tools are trapped between two limits: remote sensing observes what is already on the ground, while traditional simulations only evaluate fixed plans someone has already drawn. EDEN bridges both. We are building a generative ecosystem digital twin that works from target outcomes, such as carbon sequestration, stormwater retention, microclimate cooling and biodiversity, to discover the optimal earthworks, planting and management sequence that achieves them. Operating at the interface of representation learning, physics-grounded world models and autonomous optimization, EDEN maps satellite and geospatial data into a shared language of species functional traits and physical site fields (topography, light, moisture, wind, thermal, soil). Coupled physical solvers and fast learned surrogates simulate how these ecosystems develop over multi-year horizons, while a hybrid decision engine, combining AI agents with mathematical optimization, searches over procedural graphs to discover interventions whose outcomes can be predicted and validated. EDEN’s technical work spans three teams: one that builds the platfo

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