Senior ML Engineer, Commercial Delivery

Company: Genmab
Location: Plainsboro
Posted on: May 22, 2025

Job Description:

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!

Role Overview :

As we continue to push the boundaries of innovation, we seek a Commercial Delivery Engineer to bridge the gap between commercial data science, AI/ML operations, and platform engineering. As a Commercial Delivery Engineer, you will be responsible for delivering and operationalizing AI-driven solutions for commercial strategy, business intelligence, market access, and sales performance. This role requires an elite technical and strategic mindset, working at the intersection of AI/ML, Generative AI, cloud computing, and MLOps .

You will work within a hub-and-spoke model, collaborating with centralized data science platform teams (hub) and commercial business units (spokes) to ensure scalability, reliability, and performance of AI/ML models in production. You will also partner with platform engineering teams to build and enhance cloud-based ML infrastructure while ensuring models are optimized , governed, and deployed at scale.

This is a high-expectation, high-impact role that requires expertise in cutting-edge AI, cloud computing, MLOps , and software engineering to drive the next generation of commercial data-driven decision-making.

This role is based out of our Princeton office and requires for you to be on site 60% of the time

Key Responsibilities :

• Build and deploy AI/ML models that support commercial analytics, customer segmentation, forecasting, market intelligence, and real-world data insights.
  • Architect, automate, and optimize AI pipelines on AWS ( SageMaker , Bedrock, Lambda, Step Functions, Redshift, Glue, S3, etc.).
    • Integrate Generative AI and LLMs into commercial workflows, enabling NLP-based insights, sales intelligence, and customer engagement strategies.
      • Ensure AI solutions are scalable, robust, and meet compliance standards (HIPAA, GDPR, responsible AI guidelines).
        • Partner with platform engineering teams to build and enhance MLOps , CI/CD, and infrastructure as code ( IaC ) pipelines for AI models.
          • Implement model monitoring, logging, drift detection, and governance to ensure continuous improvement and compliance.
            • Optimize AI workloads using distributed computing, GPU acceleration, serverless architectures, and edge AI.
              • Design and optimize data pipelines that connect commercial datasets from EHRs, claims data, real-world evidence (RWE), IQVIA, Symphony, and other biopharma sources.
                • Enable seamless data integration and processing across cloud storage, data lakes, and AI-driven commercial applications.
                  • Work closely with commercial teams, business analysts, and data scientists to ensure AI models deliver business-relevant, high-impact insights.
                    • Act as the bridge between centralized AI/ML teams (hub) and commercial stakeholders (spokes), ensuring alignment, performance, and business impact.
                      • Drive cross-functional collaboration, ensuring AI-driven insights are actionable and operationalized at scale.
                        • Provide technical mentorship and leadership in AI/ML delivery, ensuring best practices are followed.
                          • Stay ahead of the latest advancements in AI/ML, Generative AI, cloud computing, and commercial analytics.
                            • Experiment with emerging AI/ML technologies (LLMs, multi-modal AI, AutoML , RAG-based systems, etc.) to enhance commercial strategy.
                              • Champion a data-driven culture, advocating for AI-first approaches in commercial decision-making. Required Qualifications & Experience :
                                • Master's or PhD degree in Computer Science, Physics, Chemistry, Statistics, or a related field
                                  • 6 + years of experience in AI/ML, cloud engineering, data science, or MLOps within healthcare, biotech, or life sciences.
                                    • Expert knowledge of AWS cloud services, including SageMaker , Bedrock, Lambda, Step Functions, Redshift, Glue, DynamoDB .
                                      • Deep expertise in AI/ML frameworks such as PyTorch , TensorFlow, Scikit-Learn, Hugging Face Transformers.
                                        • Strong programming skills in Python, SQL, and infrastructure as code (Terraform, CloudFormation, or CDK).
                                          • Experience in building and scaling AI-powered commercial applications (forecasting, NLP, customer intelligence, sales analytics).
                                            • Proven experience in MLOps , including model deployment, versioning, monitoring, and drift detection.
                                              • Strong knowledge of Generative AI, LLM fine-tuning, and NLP-based solutions for commercial use cases.
                                                • Experience with Docker and containerized AI model deployment.
                                                  • Strong understanding of commercial business operations, including sales, marketing, market access, and revenue analytics.
                                                    • High ethical standards, ensuring AI is used responsibly in commercial applications.
                                                      • Self-driven, proactive, and able to lead AI/ML delivery independently. Nice to haves :
                                                        • Understanding of regulatory requirements for AI in healthcare (HIPAA, GDPR, responsible AI standards).
                                                          • Experience working in a hub-and-spoke model, balancing centralized AI/ML initiatives with business unit needs.
                                                            
                                                            For US based candidates, the proposed salary band for this position is as follows:
                                                            
                                                            $171,440.00 $257,160.00
                                                            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 full-time 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 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! Locations
                                                              
                                                              Genmab maximizes the efficiency of an agile working environment, when possible, for the betterment of employee work-life balance. Our offices are crafted as open, community-based spaces that work to connect employees while being immersed in our powerful laboratories. Whether you're 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 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, Genmab's 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, Genmab's 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.
                                                              
                                                              

Keywords: Genmab, Irvington , Senior ML Engineer, Commercial Delivery, Engineering , Plainsboro, New Jersey