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Agent-based modeling scientist at Deep Origin. Deep Origin . is a biotechnology company accelerating drug discovery through AI-powered tools. Our platforms simplify R&D, simulate biology, and empower scientists to solve diseases and extend healthspan.. We are looking for a Scientist whose role will be applying agent-based modeling approaches to cellular systems (i.e., groups of cells interacting with each other and the microenvironment). You will construct agent-based organ models used to predict relevant organ-level toxicities to known and novel drugs, and work with other members of the cellular simulations team to integrate intracellular and molecular modeling approaches and insights into the agent-based multicellular system.. PhD in a relevant quantitative field (Biology, Computer Science, Math, Physics, Engineering, etc.).. . Experience constructing agent-based models (in any context) from scratch or with agent-based modeling packages.. . Extensive coding experience in Python.. . Experience with agent-based/multiscale/spatial modeling frameworks and approaches.. . Fluent English for collaboration with an international team.. . Ability to work on US time zones when needed.. . Nice to have:. . Experience constructing agent-based biological models.. . Experience with intestinal or organ modeling.. . . Machine learning experience, and in particular, surrogatizing biological systems. . Embedding ODE/PDE-based kinetic models into agent-based representations. . Experience with high-performance computing (multi-node computing, parallel algorithms) and GPU computation. . Responsibilities:. . Construct agent-based organ models for the intestine and liver, utilizing and building on state-of-the-art published models from academia and industry.. . Be the subject matter expert on agent-based multicellular modeling, ensuring the Cellular Simulations team stays at the forefront of current research.. . . Plan and organize work to ensure specific deadlines and milestones are met, coordinating with others to ensure work is correctly aligned and integrated with other efforts. . . Communicate effectively within the company and external teams, updating others frequently on progress and bottlenecks. . . Company Location: United States.