Develop and deploy machine learning and AI solutions for risk assessment, fraud detection, customer intelligence, personalization, and predictive modeling, particularly in financial services. Translate experiments into scalable production systems, identify data-driven business opportunities, collaborate with engineering, product, and business stakeholders, prototype emerging techniques, and communicate solutions to clients. The role requires strong analytical, technical, communication, and stakeholder management skills.