Data Scientist Partner

Data Scientist Partner

Genmab

Copenhagen, Denmark

The Role and Department

We are seeking a Data Scientist Partner to join Digital TechOps. This new role will be instrumental in defining and executing advanced analytics and machine learning solutions to deliver on Genmab’s business objectives. You will partner with domain experts, and data and technology teams to embed data-driven decision making across the value chain.

Technical Operations at Genmab encompasses the full Chemistry, Manufacturing & Controls (CMC) spectrum—including process development, clinical and commercial manufacturing, as well as global supply chain. As a foundational function in Genmab’s integrated R&D-to-commercial model, TechOps plays a pivotal role in delivering on our 2030 vision to transform the future of cancer treatment.

This position reports to Senior Director, Head of Digital Technical Operations and is onsite either in Copenhagen.

Responsibilities

• Build and maintain interactive dashboards and reports (Power BI/Tableau/Looker) with well-defined KPIs and drill paths;
• Build, validate, and deploy predictive & generative ML/AI models for prioritized use cases within functional area;
• Design robust features, experiments, and statistical analyses that meet GxP/GDPR/FAIR requirements;
• Operationalize models via MLOps pipelines (CI/CD, containerization, automated monitoring) on cloud platforms, aligned with established standards;
• Evaluate emerging data sources, algorithms, and GenAI methods; pilot and scale high-impact innovations;
• Document methodology and results with audit-ready rigor; align with and contribute to data-governance best practices;
• Collaborate in cross-functional product squads to ensure on-time, on-budget delivery.

Requirements

• Master’s/PhD in Data Science, Computer Science, Bioinformatics, Statistics, or related quantitative field;
• Experience in applying ML/AI, preferably in biotech, pharma, or regulated healthcare with at least 8-10 years experience;
• Expert Python (pandas, scikit-learn, PyTorch/TensorFlow) and SQL; knowledge of other programming languages a plus;
• Hands-on experience with cloud data & ML stacks (AWS/Azure/GCP, Databricks, Snowflake) and MLOps toolchains;
• Experience with emerging AI approaches such as prompting, agentic approaches, retrieval augmentation, etc.;
• Track record working with data relevant to TechOps domains (manufacturing, supply chain, …);
• Knowledge of GxP, GDPR, HIPAA, and responsible-AI principles;
• Strong communications skills—able to convert complex analyses into compelling business narratives;
• Growth mindset, thrives in agile, cross-functional teams, and champions a culture of innovation.

About You

• You are genuinely passionate about our purpose;
• You bring precision and excellence to all that you do;
• You believe in our rooted-in-science approach to problem-solving;
• You are a generous collaborator who can work in teams with a broad spectrum of backgrounds;
• You take pride in enabling the best work of others on the team;
• You can grapple with the unknown and be innovative;
• You have experience working in a fast-growing, dynamic company (or a strong desire to);
• You work hard and are not afraid to have a little fun while you do so!