Associate Director AI & Analytics Platform Validation & Operations Engineering

At Genmab we are dedicated to building extranotordinary futures together by developing antibody products and groundbreaking knockyoursocksoff 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!

AI Analytics and Cloud Platform Engineering

Position Title: Associate Director Validation and Operations Engineering

At Genmab AI & analytics technology is more than just a solution it powers the R&D Commercial and functional business units that work tirelessly to save lives and bring valuable treatments to patients around the world. The new AI & Analytics Platform Engineering & Standards team is building quickly to meet the business demand of immediate realtime inhouse built technology innovation. Our technology experts tackle exciting challenges in collaborative teams but work in an environment where individual and career development is always valued. Our team members leverage their talents and passion building new and innovative systems creating programs founded in automation in agile frameworks and driving existing and cuttingedge innovation.

We are seeking an experienced validation and operations engineering leader who is passionate about data digital and AI. This role is pivotal in securing the efficient and compliant operations of our developer platform ensuring successful value delivery to Genmabs business.

Position Overview:

You are a handson technical engineering leader who will develop and execute a longterm sustainable vision for validation and operations across our platform ecosystem. You will solve operational validation and reliability challenges and help deliver a scalable secure and performant platform for endusers. You will work closely with our cross functional spoke teams (e.g. data science cloud etc.) regulatory teams and infosec teams to understand operational and regulatory requirements to align functional buildout. You will help champion automation with the usage of IaC and GitOps to build and scale validation and monitoring solutions. You will advocate for continuous improvements to the platform ecosystem increasing automation and reliability reducing operational overhead and managing TCO.

You embody the idea that good engineering is rarely ever seen only felt. You have an automationfirst mindset are securityconscious and keen on improving developer experience through rigorous testing.

Responsibilities:

• Design platform level validations; ensure solutions meet quality and reliability standards and comply with defined requirements/specifications; drives requirements as needed by stakeholders to ensure necessary capabilities
• Own and maintain validation and operations implementations and environments for our platform ecosystem that ensures the health performance observability and reliability of downstream solutions
• Design and implement automated testing frameworks and processes for efficient and continuous validation and monitoring; Automatic checks for inconsistency with desired behavior; systematic searches for worstcase outcomes
• Lead the design and build out of automatic regulatory compliance for applications built within the platform ecosystem to automatically meet regulatory compliance such as GXP.
• Design integration paths for data validation in production (both input and output) including data lineage consistency privacy accountability scalability and bias
• Owns structured documentation and reporting of test results and communication with internal and external stakeholders
• Create a selfservice unified logging and monitoring stack and integrations for solutions built with tools from the platform ecosystem
• Provide architectural and technical guidance for observability (e.g. logging registry etc.) and monitoring systems (e.g. alerting drift detection etc.)
• Partner with foundational cloud teams to ensure operational effectiveness reliability security and efficiency.
• Contribute to the development and implementation of governance frameworks and best practices within the organization.
• Provide adhoc validation and operational knowhow to our spoke teams for bestpractice system architecture design and solution scaling.
• Manage mentor and inspire a team of engineers; foster a culture of collaboration innovation and learning; align career development with the broader organization and company objectives.

Qualifications:

• Bachelors in a quantitative subject (e.g. Computer Science Engineering Data Science Mathematics Statistics Operations Research) or a related field with 10 years of experience.
• Or MS/PhD in a quantitative subject (e.g. Computer Science Engineering Data Science Mathematics Statistics Operations Research) or a related field with 5 years of experience.
• Masters or PhD preferred.
• 2 years of experience in a leadership/management role running validation and operational services at scale managing technical teams and/or collaborating with cross functional teams
• Expertise with governance risk management and compliance standards in Cloud environments.
• Understanding of industry standards and regulations
• Experience building scalable selfservice systems or platforms using microservices and/or eventbased services
• Experience analyzing and improving system performance and reducing costs.
• Strong communication skills and ability to engage with stakeholders effectively.

Technical Qualifications:

• Strong experience with commonly used programming languages such as Python Spark SQL or similar
• Experience using validation (e.g. deequ pandera great expecations etc.) testing (e.g. pytest) and fuzzing (e.g. atheris pythonfuzz) libraries
• Experience with SAST credential scanning code coverage tools (Junit) etc.
• Experience with modern logging monitoring and visualization tools such as Grafana Prometheus Loki Splunk SignalFX Datadog and integrations with common CSPs (e.g. AWS Cloudwatch)
• Experience with the AWS cloudservice ecosystem including AI/ML & Analytics related services (e.g. Sagemaker etc.)
• Significant experience implementing IaC (Terraform OpenTofu CDK Pulumi etc.) CI/CD for deploying automatic validation tools and cloudbased platform infrastructure at scale
• Knowledge of basic software development tools including VCS (GitHub GitLab etc.) CI/CD (GitHub/Lab Actions Jenkins etc.) JIRA
• Deep knowledge of containerization (e.g. Docker Podman etc.) and orchestration tools (e.g. Kubernetes Rancher etc.)

Bonus Qualifications:

• Prior experience working within the pharma/biotech domain
• Proficiency in at least one or more strongly typed programming language such as C/C Java Go Rust or similar with associated OO or functional design principals.
• Experience with largescale distributed systems (e.g. Ray Dask Spark etc.) and highperformance computing environments (e.g. Slurm etc.)
• Indepth knowledge of data platforms (e.g. Databricks Snowflake or Lake Formation) and tools (e.g. dbt) and their underlying technologies (e.g. Delta Iceberg Hudi Spark).
• Prior work with realtime/streaming infrastructure (e.g. Kafka Spark Streaming).
• Experience with GitOps style tools for building and enabling developer platforms (e.g. ArgoCD Crossplane etc.)
• Experience with multicloud platform development (e.g. some combination of AWS GCP Azure)

For US based candidates the proposed salary band for this position is as follows:

The actual salary offer will carefully consider a wide range of factors including your skills qualifications experience and location. Also certain positions are eligible for additional forms of compensation such as bonuses.

Regular fulltime U.S. employees are eligible to enroll in Genmab benefits. Our benefits package is crafted to help employees feel supported and cared for in all aspects of life physical financial social and emotional.

About You

• You are genuinely passionate about our purpose

• You bring precision and excellence to all that you do

• You believe in our rootedinscience approach to problemsolving

• 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 fastgrowing dynamic company (or a strong desire to)

• You work hard and are not afraid to have a little fun while you do so!

Locations

Genmab maximizes the efficiency of an agile working environment when possible for the betterment of employee worklife balance. Our offices are crafted as open communitybased spaces that work to connect employees while being immersed in our powerful laboratories. Whether youre in one of our office spaces or working remotely we thrive on connecting with each other to innovate.

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 hardworking innovative and collaborative team has invented nextgeneration antibody technology platforms and harnessed translational quantitative and data sciences resulting in a proprietary pipeline including bispecific Tcell engagers antibodydrug conjugates nextgeneration immune checkpoint modulators and effector functionenhanced antibodies. By 2030 Genmabs vision is to transform the lives of people with cancer and other serious diseases with KnockYourSocksOff (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.

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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 fixedterm 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 fixedterm employment contract.