Director, Global Commercialization, Advanced Analytics & AI

At Genmab, we are dedicated to building extra[not]ordinary® futures, together, by developing antibody products and groundbreaking, knock-your-socks-off KYSO antibody medicines® that change lives and the future of cancer treatment and serious diseases. We strive to create, champion and maintain a global workplace where individuals’ unique contributions are valued and drive innovative solutions to meet the needs of our patients, care partners, families and employees.

Our people are compassionate, candid, and purposeful, and our business is innovative and rooted in science. We believe that being proudly authentic and determined to be our best is essential to fulfilling our purpose. Yes, our work is incredibly serious and impactful, but we have big ambitions, bring a ton of care to pursuing them, and have a lot of fun while doing so.

Does this inspire you and feel like a fit? Then we would love to have you join us!

Genmab is creating the Director, Global Commercialization, Advanced Analytics & AI role to build and govern a cohesive AI-enabled analytics capability within the Business Intelligence & Analytics function. This is a foundational role at a pivotal moment:
Genmab's commercial portfolio is growing in complexity, the demand for faster and more confident decision-making is accelerating, and the opportunity to embed artificial intelligence into commercial operations has never been more actionable. The Director, Advanced Analytics & AI will operate as an individual contributor with significant cross-functional influence, serving as the internal architect of Genmab's advanced analytics and AI capability within BI&A.

The role spans both building — standing up AI tools, analytics frameworks, and data products — and governing — establishing standards, oversight structures, and responsible AI practices that ensure consistent, high-quality output across forecasting, competitive intelligence, primary market research, and commercial analytics. This is not a support function. The Director, Global Commercialization, Advanced Analytics & AI will shape how Genmab's commercial teams make decisions, allocate resources, and measure performance — with AI and advanced analytics as the enabling mechanism.

Work arrangement:

This role offers flexibility to work away from the office for 20%–40% of a typical schedule. Employees may use this work schedule in increments of single days or multiple consecutive days, provided it does not exceed 40% within a 60-day period, and is approved by the hiring manager.

• Identify, evaluate, and deploy AI-enabled tools and analytics capabilities that materially improve the speed, quality, and consistency of commercial decision-making within BI&A.
• Partner with internal technology stakeholders and external vendors to define the AI product roadmap for BI&A, prioritizing use cases with the highest commercial impact across forecasting, CI, PMR, and performance analytics.
• Develop and deploy advanced analytics solutions — including predictive models, NLP-based intelligence tools, and AI-assisted forecasting — that become embedded in day-to-day BI&A workflows.
• Evaluate and integrate emerging AI platforms (including tools such as Frontier and others in the GCO ecosystem) to determine fit, scalability, and governance requirements before enterprise adoption.
• Build reusable frameworks, prompt libraries, and analytical templates that enable BI&A team members to leverage AI effectively without requiring deep technical expertise.

• Establish and maintain an AI governance framework for BI&A — covering data quality standards, model validation, output review protocols, privacy compliance, and responsible use…