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Principal AI Architect and Engineering NJ

Company: Genmab
Location: Princeton
Posted on: June 8, 2024

Job Description:

At Genmab, we're committed to building extra[not]ordinary futures together, by developing antibody products and pioneering, knock-your-socks-off therapies that change the lives of patients and the future of cancer treatment and serious diseases. From our people who are caring, candid, and impact-driven to our business, which is innovative and rooted in science, we believe that being proudly unique, determined to be our best, and authentic is essential to fulfilling our purpose.

At Genmab, AI 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 data science team, AI and Analytics Products, is building quickly to meet the business demand of immediate, real-time AI technology product 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 products, creating programs founded in automation in agile frameworks, and driving existing and cutting-edge innovation.

We are seeking an experienced AI/ML architect and ML platform engineer who is passionate about data, with a strong background in data analytics and Artificial Intelligence/Machine Learning (AI/ML) principles. This role is pivotal in securing the efficient and compliant operations of our AI/ML initiatives, ensuring successful project delivery.

The Role

As an AI architect and ML platform engineer, you will join our dynamic team at Genmab and be responsible for designing, building, and managing secure and scalable AI cloud architectures to build an ML platform to standardize the technology stack. This will support our AI/ML and data-driven projects around best practices and better enable teams across projects and workflows. This role requires a strategic thinker with a keen interest for hands-on development, a deep knowledge of cloud technologies, platform engineering, data governance, compliance, and a desire to drive continuous improvement.

We have a hybrid model that requires living within a commutable distance to our Princeton, NJ site.


Actively elevate and scale the company's AI technical capabilities, ensuring AI/ML architectures and platforms can support growing demands and complex data-driven projects.
Lead the development and establishment of a comprehensive core AI/ML product architecture and platform operations strategy across Data Science and AI (DSAI), positioning the company at the forefront of AI and analytics innovations.
Transition AI solutions from architectural designs to practical, efficient deployment and maintenance, ensuring scalability and robust performance in production environments.
Establish and oversee a dedicated maintenance and support engineering framework for AI products to ensure continuous operational efficiency and reliability.
Foster strong collaborative relationships with IT cloud/network, infrastructure, enterprise architecture, and operations teams to ensure seamless integration of AI solutions into the company's broader technology ecosystem.
Build a "go-to-architecture" framework and scalable platform technology components that are flexible for deploying existing and future ML models and products with an agile mindset, including scalable architecture for large language models (LLM's).
Provide expertise in DevOps practices, CI/CD pipelines, and automation to improve the efficiency of development and deployment processes.
Ensure compliance with risk, compliance, and data governance standards by implementing strong security measures and staying updated on industry best practices.
Lead and participate in the continuous improvement of AI cloud-based solutions, proactively finding ways to optimize performance, cost, and resource utilization.
Lead the assessment and adoption of new AI cloud technologies and practices.
Keep up with emerging technologies and trends in AI/ML, cloud computing, Large Language Models (LLMs) architecture and infrastructure as code, high-performance computing, suggesting innovative solutions to enhance our capabilities.


Bachelor's or master's degree in computer science, engineering, Information Technology, or a related field.
10+ years of experience driving successful software development projects in technical roles such as software development, systems engineering or infrastructure administration.
Cloud Solution Architecture experience (IaaS, PaaS, and SaaS).
Proven experience as an AI/ML cloud Architect or similar role, with a focus on designing and implementing AI cloud solutions in a mid-size or larger organization.
Strong expertise in cloud platforms such as AWS, Azure, or GCP, with a solid understanding of cloud-native services and architectures.
Experience in DevOps practices, CI/CD pipelines, and automation tools (GitLab, GitHub, Azure DevOps).
Experience building and deploying successful architectures of LLM's in operation.
Proficiency in containerization and orchestration technologies (Docker, Kubernetes).
In-depth knowledge of security, risk management, compliance, and data governance principles in cloud environments.
Knowledge of infrastructure as code (Terraform, AWS CloudFormation).
Strong scripting and automation skills (Python, Bash, PowerShell).
Excellent communication and collaboration skills, with the ability to work effectively across cross-functional and diverse teams.

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

$170,625.00---$284,375.00The 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.

About You

You are passionate about our purpose and genuinely care about our mission to transform the lives of patients through innovative cancer treatment
You bring rigor and excellence to all that you do. You are a fierce believer in our rooted-in-science approach to problem-solving
You are a generous collaborator who can work in teams with diverse backgrounds
You are determined to do and be your best and take pride in enabling the best work of others on the team
You are not afraid to 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


Genmab leverages the effectiveness of an agile working environment, when possible, for the betterment of employee work-life balance. Our offices are designed as open, community-based spaces that work to connect employees while being immersed in our state-of-the-art laboratories. Whether you're in one of our collaboratively designed 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 guiding its unstoppable team to strive towards improving the lives of patients through innovative and differentiated antibody therapeutics. For more than 20 years, its passionate, innovative and collaborative team has invented next-generation antibody technology platforms and leveraged translational research and data sciences, which has resulted in a proprietary pipeline including bispecific T-cell engagers, next-generation immune checkpoint modulators, effector function enhanced antibodies and antibody-drug conjugates. To help develop and deliver novel antibody therapies to patients, Genmab has formed 20+ strategic partnerships with biotechnology and pharmaceutical companies. 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 locations in Utrecht, the Netherlands, Princeton, New Jersey, U.S. and Tokyo, Japan.

Our commitment to diversity, equity, and inclusion

We are committed to fostering workplace diversity at all levels of the company and we believe it is essential for our continued success. No applicant shall be discriminated against or treated unfairly because of their race, color, religion, sex (including pregnancy, gender identity, and sexual orientation), national origin, age, disability, or genetic information. Learn more about our commitments on our website.

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

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, Trenton , Principal AI Architect and Engineering NJ, Professions , Princeton, New Jersey

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