Associate DirectorSenior Manager, Data Scientist

At Genmab we are dedicated to building extranotordinary 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!

Are you inspired by working in a company with ambitious goals Our vision is by 2030 Genmabs knock-your-socks-off KYSO antibody medicines are transforming the lives of people with cancer and other serious diseases. Do you want to work in a global team focusing on using data digital & AI to transform ways of working throughout the value chain in biotech Then this might be an exciting career opportunity for you.

The Role and Department

We are seeking a Data Scientist to join Digital TechOps. This new role will be instrumental in defining and executing advanced analytics and machine learning solutions to deliver on Genmabs 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) spectrumincluding process development clinical and commercial manufacturing as well as global supply chain. As a foundational function in Genmabs 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 postions reports to Senior Director Head of Digital Technical Operations and is onsite either in Copenhagen or Utrecht

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

• Masters/PhD in Data Science Computer Science Bioinformatics Statistics or related quantitative field

• Experience in applying ML/AI preferably in biotech pharma or regulated healthcare

• 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.

• Experience with

• Track record working with data relevant to TechOps domains (manufacturing supply chain

• Knowledge of GxP GDPR HIPAA and responsible-AI principles

• Strong communications skillsable 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!

About Genmab

Genmab is an international biotechnology company with a core purpose to improve the lives of patients through innovative and differentiated antibody therapeutics. For 25 years its hard-working innovative and collaborative team has invented next-generation antibody technology platforms and harnessed translational quantitative and data sciences resulting in a proprietary pipeline including bispecific T-cell engagers antibody-drug conjugates next-generation immune checkpoint modulators and effector function-enhanced antibodies. By 2030 Genmabs vision is to transform the lives of people with cancer and other serious diseases with Knock-Your-Socks-Off (KYSO) antibody medicines.

Established in 1999 Genmab is headquartered in Copenhagen Denmark with international presence across North America Europe and Asia Pacific. For more information please visit and follow us on LinkedIn and X.

Genmab is committed to protecting your personal data and privacy. Please see our privacy policy for handling your data in connection with your application on our website Job Applicant Privacy Notice ().

Please note that if you are applying for a position in the Netherlands Genmabs policy for all permanently budgeted hires in NL is initially to offer a fixed-term employment contract for a year if the employee performs well and if the business conditions do not change renewal for an indefinite term may be considered after the fixed-term employment contract.