Data science and artificial intelligence
We’ve been using data science, artificial intelligence (AI) and machine learning (ML) to help overcome bottlenecks in discovery, research and development for more than a decade.
Ushering in the next era of R&D
Our data science community spans every therapeutic area, and at every level in R&D, we’re building scalable data platforms to speed up innovation and bring more life-changing medicines to patients. We see the potential of data science, AI and ML to help investigate new areas, pathways and mechanisms that may forge new opportunities as we continue replenishing our pipeline through enhanced insights.
AI in discovery
We're scaling AI to explore new pathology, validate digital biomarkers of disease, help with target identification and accelerate the path to engineer novel molecules and proteins.
Real-world data & evidence (RWD/E)
We leverage real-world data, evidence and insights and real-time environmental measures to ensure safe and effective use of our medicines and vaccines.
Modeling & simulation
We use virtual prototyping, in silico design and intelligent automation to better evaluate pipeline candidates earlier in development and enable timely analysis of clinical data.
Our data science strategy
Watch and learn how our scientists and technologists are scaling data science capabilities to discover and develop new medicines and vaccines.
Our ethics and compliance principles for AI
Here are the principles we follow to ensure ethical and responsible use of AI to better the lives of our patients, customers and society.
Advance your data science career with us
We are looking for scientists and technologists who are passionate about making a difference for patients.
