Paul Beaumont is a Senior Expert Data Scientist at QuantumBlack, AI by McKinsey. He leads teams of data engineers, scientists and translators to help clients with data analysis, modelling and insight delivery for improved business performance and outcomes. Paul has worked across a variety of sectors, including financial services, pharmaceuticals, automotive, energy and NGOs. Paul holds a PhD in Mathematics & Computer Science from Imperial College London, and leads QuantumBlack’s R&D efforts in Causal Inference.