Visium SA
VPResearch(FoundationModels)
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“VP Research (Foundation Models) at Visium SA. Skills: Foundation Models, Pre-training, Distributed training. Own pre-training strategy and execution. Execute biologics foundation models”
What You'll Achieve.
Build and deploy AI-native systems; Deliver productised AI; Compound value
Industry & Context.
Failure recovery
Based in Switzerland
What They're Looking For.
Must Have
World-class pre-training experience, Deep mastery of large-scale distributed training, Demonstrated experience in data acquisition, Publication or shipped-model track record, Biologics / scientific foundation model pre-training experience, Ability to code and stay hands-on, Willingness to be based in Switzerland
Nice to Have
Meta / FAIR, OpenAI, Google DeepMind, Anthropic, Mistral, or equivalent/academic experience
What You'll Do.
Own pre-training strategy and execution
Execute biologics foundation models
Manage full training stack
Set research direction
Set research standards
Translate frontier research
How You'll Work.
Team & Collaboration
Founding team; Founders; Founding research seat; Top-20 pharma companies; Founding team; International team
Full Job Description
Visium combines strategy, frontier AI, and deep regulated-industry expertise to build and deploy AI-native systems that reinvent how businesses operate - unlocking the value of AI at scale. We're not a strategy firm that ships slide decks and walks away. Not a tech consultancy that builds what won't get adopted. Not a product company chasing problems it doesn't understand. We're all three at once: strategy, deep technical and integration expertise, and product, working as one. That combination is our flywheel. Consulting keeps us close to the hardest real-world problems. Products let us solve them at scale. Every engagement sharpens our products; every deployment makes the next engagement faster, deeper, and more certain. We're obsessed with outcomes. While 95% of enterprise AI pilots never reach production, Visium is built to be the 5% delivering productised AI that compounds in value, not point solutions that deliver marginal gains. We are AI-native, not AI-adjacent. We don't bolt AI onto broken workflows; we redesign them with AI at the core. **Role** As a VP of Research - Foundation Models (Distinguished Scientist / Research Lead), you will own: * Pre-training strategy and execution for biologics foundation models built from scratch across modalities (architecture, data, representation, scaling, evaluation). * Continued pre-training and adaptation of vertical LLMs for regulated industries. * The full training stack in practice: data pipelines, distributed training, scaling laws, evaluation harnesses, checkpointing, failure recovery. * Research direction, standards and review for a small founding team. * Translating frontier research into models that hold up in regulated, real-world use. You’ll be a hands-on Research Lead / Distinguished Scientist role - not a manager of managers - owning architectures, training runs, and technical direction alongside a founding team of elite researchers. Freedom to publish, established compute resources, and direct collaboration
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