Postdoc in Harness, Swarm and Memory Engineering for Computational Biology

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belgium belgium Vlaams Instituut voor Biotechnologie (VIB) Temps plein

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h3About the lab /h3pThe Laboratory of Causal Systems Immunology combines causal inference, probabilistic AI and large-scale in vivo perturbation experiments to uncover how genes shape immune-cell states and predict how the immune system responds to interventions. This tight integration of advanced machine learning and experimental immunology allows us to tackle fundamental biological questions with direct biomedical relevance. We are embedded in both the VIB Center for AI Computational Biology—a young, ambitious center whose research groups address biological questions through the lens of AI—and the VIB-UGent Center for Inflammation Research, where we collaborate closely with leading experimental immunologists to unravel the cellular and molecular mechanisms of inflammatory diseases. /ph3About the position /h3pThe lab is looking for a postdoc to further develop agentic pipelines that autonomously manage computational tasks: /pulliYou oversee dozens of computational biology tasks across biological disciplines /liliYou launch agent swarms solving these tasks and monitor their progress /liliYou communicate with task experts to understand ongoing and emerging biological needs and translate them into new tasks /liliIn collaboration with our wet-lab team and collaborators, you identify and integrate validation data /liliIn collaboration with the VIB.
AI ML unit, you manage a large codebase containing the harness, interpretation, memory, tasks, swarm behaviour and source datasets /liliYou formulate and test hypotheses that may improve the harness, long-term memory and/or swarming behaviour /liliYou present your research at international conferences and publish in scientific journals /liliYou contribute to the supervision of PhD students working in these areas /li /ulh3Your profile /h3ulliExcited to bring biology into the agentic era /liliBroad interest across biological domains is a must /liliPhD in computational biology, computer engineering, computer science, (bio)statistics, artificial intelligence, physics, or related. /liliDesire to push the frontier of both biology and (agent-driven) software engineering /liliFluency in written and spoken English /liliEmbraces complexity /li /ulh3Our offer /h3ulliAn interdisciplinary environment spanning wet-lab, technology-development and computational teams /liliAccess to unpublished validation data unavailable to existing agents /liliState-of-the-art computing capable of running dozens of local large language models concurrently /liliData from emerging technologies through core facilities and tech watch /liliDirect connection to a growing team of LLM engineers at VIB /liliPart of a dynamic research center with other groups sharing this missionA competitive salary and full benefits /li /ul

Postdoc in Harness, Swarm and Memory Engineering for Computational Biology

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Postdoc in Harness, Swarm and Memory Engineering for Computational Biology

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