Postdoctoral Scientist – AI/ML

At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to innovate across the full spectrum of healthcare solutions today to deliver the breakthroughs of tomorrow, and profoundly impact health for humanity. Learn more at jnj.com . As guided by Our Credo, Johnson & Johnson is responsible to our employees who work with us throughout the world. We provide an inclusive work environment where each person is considered as an individual. At Johnson & Johnson, we respect the diversity and dignity of our employees and recognize their merit. Job Function: Career Programs Job Sub Function: Post Doc – Data Analytics & Computational Sciences Job Category: Career Program All Job Posting Locations: Beerse, Antwerp, Belgium, Cambridge, Massachusetts, United States of America, Madrid, Spain, Spring House, Pennsylvania, United States of America Job Description: Johnson & Johnson Innovative Medicine is recruiting a Postdoctoral Scientist – AI/ML to join the Data, Data Science & Artificial Intelligence (DDSAI) organization for a two-year fixed-term position. In this role, you will advance cutting-edge AI/ML approaches, biological sequence modeling, and generative AI technologies to address critical challenges in drug discovery and therapeutic design. This position can be based in Beerse, Belgium; Madrid, Spain; Cambridge, MA; Spring House, PA.   At Johnson & Johnson Innovative Medicine, we are working to create a world without disease by transforming lives through innovative approaches to prevent, intercept, treat, and cure disease. We bring together leading scientific talent, breakthrough technologies, and deep therapeutic expertise to develop the next generation of medicines. Through collaboration and innovation, we strive to improve health outcomes for patients around the world.   Within DDSAI, our teams develop innovative AI/ML solutions that accelerate the discovery and development of next-generation therapeutics. We are seeking a highly motivated and innovative Postdoctoral Scientist to work at the intersection of advanced AI/ML and drug discovery. The role focuses on advancing foundation models, deep generative models, and representation learning approaches for biological sequences and related modalities, while establishing lab-in-the-loop workflows that tightly integrate AI-guided design with experimental validation. By leveraging large-scale and complex biological datasets, the candidate will generate novel scientific insights, develop predictive and optimization frameworks, and contribute to impactful applications across the drug discovery pipeline. A successful candidate should demonstrate strong expertise in modern AI/ML methods, a proven ability to develop and rigorously evaluate new methodologies, and a track record of publishing research in leading AI/ML conferences and peer-reviewed journals.

Conceive, develop, and validate innovative AI/ML approaches to address challenging problems in drug discovery and design. Design and implement foundation models, deep generative models, and representation learning approaches for biological sequences and related biological modalities. Establish and execute lab-in-the-loop workflows that integrate AI-driven design with wet-lab experimentation, accelerating iterative optimization and biological validation. Analyse and interpret large-scale, complex biological datasets to generate novel scientific insights and hypotheses. Collaborate with multidisciplinary teams across computational biology, machine learning, and experimental sciences to translate methodological advances into impactful drug discovery applications. Clearly communicate complex technical methodologies and