{"id":26242,"date":"2025-10-06T20:46:19","date_gmt":"2025-10-06T18:46:19","guid":{"rendered":"https:\/\/sano.science\/?post_type=job_offers&p=26242"},"modified":"2025-12-02T17:04:44","modified_gmt":"2025-12-02T16:04:44","slug":"postdoctoral-researcher-in-vision-language-action-models","status":"publish","type":"job_offers","link":"https:\/\/sano.science\/job-offers\/postdoctoral-researcher-in-vision-language-action-models\/","title":{"rendered":"Postdoctoral Researcher in Vision-Language-Action Models"},"excerpt":{"rendered":"","protected":false},"featured_media":0,"template":"","job_offers_category":[57],"class_list":["post-26242","job_offers","type-job_offers","status-publish","hentry","job_offers_category-completed-job-offers"],"yoast_head":"\nPostdoctoral Researcher in Vision-Language-Action Models - Centre for Computational Personalized Medicine<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sano.science\/job-offers\/postdoctoral-researcher-in-vision-language-action-models\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Postdoctoral Researcher in Vision-Language-Action Models\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sano.science\/job-offers\/postdoctoral-researcher-in-vision-language-action-models\/\" \/>\n<meta property=\"og:site_name\" content=\"Centre for Computational Personalized Medicine\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/sano.science\/\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-02T16:04:44+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@sanoscience\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sano.science\\\/job-offers\\\/postdoctoral-researcher-in-vision-language-action-models\\\/\",\"url\":\"https:\\\/\\\/sano.science\\\/job-offers\\\/postdoctoral-researcher-in-vision-language-action-models\\\/\",\"name\":\"Postdoctoral Researcher in Vision-Language-Action Models - 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The project builds on our decades-long research in surgical simulation and will be conducted in collaboration with NVIDIA, leveraging state-of-the-art GPU-based simulation environments and AI platforms.<\/span><span data-ccp-props=\"{"335551550":6,"335551620":6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The position will be hosted within the <\/span><a href=\"https:\/\/sano.science\/research-teams\/health-informatics-group-higs\/\"><span data-contrast=\"none\">Medical Imaging and Robotics group<\/span><\/a><span data-contrast=\"auto\"> led by <\/span><a href=\"https:\/\/www.linkedin.com\/in\/korzeniowski-phd\/\"><span data-contrast=\"none\">Dr. Przemys\u0142aw Korzeniowski<\/span><\/a><span data-contrast=\"auto\"> at <\/span><a href=\"https:\/\/sano.science\/\"><span data-contrast=\"none\">Sano Centre for Computational Medicine<\/span><\/a><span data-contrast=\"auto\"> in Krak\u00f3w, Poland. Dr. Korzeniowski earned his PhD at Imperial College London and has over a decade of international experience spanning academia, industry and successfully commercialized surgical training technologies now used worldwide (<\/span><a href=\"https:\/\/krn-labs.com\/\"><span data-contrast=\"none\">https:\/\/krn-labs.com<\/span><\/a><span data-contrast=\"auto\">).<\/span><span data-ccp-props=\"{"335551550":6,"335551620":6}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Under his leadership, the group has published in leading journals and presented at top-tier conferences (MICCAI, NeurIPS, IEEE IROS, IEEE VR), winning multiple best paper awards. Recent achievements include award-winning synthetic data generation with diffusion models, and high-performance GPU-based simulation frameworks for surgical robotics. The team is already internationally recognized for bridging AI, simulation, and robotics and has active collaborations with major clinical and industrial partners across Europe and beyond.<\/span><span data-ccp-props=\"{"335551550":6,"335551620":6}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Research Objectives<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The selected candidate will contribute to advancing the following areas:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Development of Vision-Language-Action models for interpreting both real and virtual surgery, tool kinematics, and spoken or written surgical instructions.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Integration of Physically Informed Neural Networks to model tissue dynamics, surgical tool interactions, and safety constraints in real time.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Design of robot learning algorithms combining simulation and real-world surgical data.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Collaboration with simulation experts, clinicians, and NVIDIA engineers to build scalable, high-fidelity training and evaluation environments.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">Dissemination of results via top-tier journals and conferences in AI, robotics, and medical technology.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"6\" data-aria-level=\"1\"><span data-contrast=\"auto\">Apply for grants for further research,<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"7\" data-aria-level=\"1\"><span data-contrast=\"auto\">Co-mentor junior scientists \u2013 PhD students and MSc students.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Candidate Profile<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">We are seeking highly motivated candidates with enthusiasm for interdisciplinary research at the intersection of AI, robotics, and medicine.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Essential qualifications:<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">PhD in Computer Science, Robotics, Machine Learning, or related fields.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Programming skills in Python\/C++ and experience with ML frameworks (e.g. PyTorch, TensorFlow, JAX).<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Strong background in deep learning (transformers, reinforcement learning, multimodal models).<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Proven research ability demonstrated through publications in leading AI\/robotics venues.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">Ability to think critically, work independently, and solve complex problems,<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><b><span data-contrast=\"auto\">Desirable qualifications:<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Experience with Vision-Language(-Action) models or physics-informed ML.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Experience with GPU programming, NVIDIA Omniverse, Isaac Sim, or other 3D engines (Unity3D, Unreal Engine)<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Familiarity with surgical robotics, biomechanics, or medical image analysis.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Strong English communication skills and ability to work in a collaborative, interdisciplinary environment.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">What We Offer<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">A dynamic research environment with established expertise in surgical simulation and AI for healthcare.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Direct collaboration with NVIDIA, including access to cutting-edge simulation and GPU technologies.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Opportunities to present and publish at leading international conferences.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Mentorship and career development support in both academic and industry pathways.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"multilevel"}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">A vibrant international team with strong links to surgeons, hospitals, and industrial partners.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">Job application<\/span><\/b><span data-ccp-props=\"{"201341983":2,"335551550":6,"335551620":6,"335559739":120,"335559740":340}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Sano is an equal-opportunity employer. We prioritize diversity and are committed to creating an inclusive environment for everyone. We value a spirit of enquiry and perseverance, provide the space to keep asking questions, and promote a culture of curiosity and creativity.<\/span><span data-ccp-props=\"{"201341983":2,"335551550":6,"335551620":6,"335559739":120,"335559740":340}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Do you recognize yourself in the job profile? Then we look forward to receiving your application.<\/span><span data-ccp-props=\"{"201341983":2,"335551550":6,"335551620":6,"335559739":120,"335559740":340}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Applications in .pdf should include:<\/span><span data-ccp-props=\"{"201341983":2,"335551550":6,"335551620":6,"335559739":120,"335559740":340}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"hybridMultilevel"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">a cover letter<\/span><span data-ccp-props=\"{"335551550":6,"335551620":6}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{"335552541":1,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"\uf0b7","469777815":"hybridMultilevel"}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">a curriculum vitae<\/span><span data-ccp-props=\"{"335551550":6,"335551620":6}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Apply:<\/span><span data-ccp-props=\"{"335551550":6,"335551620":6}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/sano.elevato.net\/en\/sano-postdoc-vision-language-action-models-and-physically-informed-neural-networks-for-surgical-robotics,ja,188\"><span data-contrast=\"none\">https:\/\/sano.elevato.net\/en\/sano-postdoc-vision-language-action-models-and-physically-informed-neural-networks-for-surgical-robotics,ja,188<\/span><\/a><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/euraxess.ec.europa.eu\/jobs\/377230\"><span data-contrast=\"none\">https:\/\/euraxess.ec.europa.eu\/jobs\/377230<\/span><\/a><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n"}],"completion_date":"","link_to_apply":"https:\/\/sano.elevato.net\/en\/sano-postdoc-vision-language-action-models-and-physically-informed-neural-networks-for-surgical-robotics,ja,188"},"_links":{"self":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/job_offers\/26242","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/job_offers"}],"about":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/types\/job_offers"}],"version-history":[{"count":2,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/job_offers\/26242\/revisions"}],"predecessor-version":[{"id":26244,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/job_offers\/26242\/revisions\/26244"}],"wp:attachment":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/media?parent=26242"}],"wp:term":[{"taxonomy":"job_offers_category","embeddable":true,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/job_offers_category?post=26242"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}