Health Insurance Data Science & AI Careers About Contact Us DATA SCIENCE SOLUTIONS Data Science & AI Discover how we are using AI to power business transformation. Data Science & AI Overview Services Approach Experience Tools Insight The data science & artificial intelligence (AI) disruption To stay competitive, companies need to maximize the value of data by using it strategically, managing it effectively, and gaining relevant new skills and partnerships. Milliman has the expertise and experience to help you use data science to innovate and outperform. With a team of 50 experts across offices in Amsterdam, Brussels, and Luxemburg, we support you in your journey toward data-driven excellence. SERVICES Our service offerings Milliman data science offers a wide range of services to help organizations transform. Data science projects We work closely with your domain experts and data scientists, we build custom AI algorithms to facilitate automated decision making and predictive modelling. Our experts can deliver results using a wide variety of programming languages and tools to meet your needs. Education Help your workforce understand the strengths and limitations data science and AI, recognize the value of your data, and capitalize on data-driven business opportunities. We offer tailored learning programs for both technical and business audiences. Organizational change Become a data-driven organization with a comprehensive data strategy, relevant upskilling, and cultural change that embeds data in decision making across your business. We help you define the roadmap and support you in the journey toward data science leadership. DATA SCIENCE APPROACH Our Approach A focused, strategic approach accelerates data value. We help you translate business priorities into analytics initiatives and build a strategic roadmap for growth. This ensures that your first use cases deliver results to strengthen buy-in and investment going forward. Our typical approach has five key elements. Phase 1 Business translation In this phase, we work with your domain experts to define the objective of the project, key performance indicators, boundary conditions and the approach we will take to solve the business case. Phase 2 Data analysis We collect, clean, structure, and analyze internal and external data to identify relevant patterns. Phase 3 Modelling Machine learning models are trained, selected, and optimized based on qualitative and quantitative factors. Phase 4 Evaluation Evaluation of model results in collaboration with your team enables us to further refine the algorithms. Phase 5 Implementation We help you implement the model in the production environment where it can begin delivering return on investment for your business. OUR EXPERIENCE The Milliman Data Science Team has experience in a variety of industries and use cases. Predicting customer behavior Fraud detection Customer service analytics & automation Efficiency improvements Customer segmentation Claims & complaints handling Pricing & underwriting Capital allocation optimization Point of sale insight TOOLS Milliman Data Science & AI tools Non-life market in the Netherlands Solvency and Financial Condition Reports non-life NL Gain insightful visualizations and compare figures of non-life Dutch insurers as reported in their Solvency and Financial Condition Reports. Learn more Life market in the Netherlands Solvency and Financial Condition Reports life NL Gain insightful visualizations and compare figures of life Dutch insurers as reported in their Solvency and Financial Condition Reports. Learn more INSIGHT Milliman Data Science & AI insight ARTICLE The ultimate guide to predictive analytics in P&C insurance claims Read the article ARTICLE Artificial intelligence governance principles Read the article ARTICLE Artificial Intelligence: The ethical use of AI in the life insurance sector Read the article ARTICLE Explainable AI in practice: Build trust and encourage adoption Read the article ARTICLE Zendrive crunches 30 billion miles of smartphone data and works with Milliman to build one of the industry’s strongest predictive models Read the article ARTICLE Life Insurance Sales Recommender System: December 2020 Read the article ARTICLE Data visualisation: An introduction to the uses and types of data visualisation Read the article ARTICLE Dutch supervisors on AI at insurance companies Read the article ARTIKEL Machine learning in de Zorg Download the PDF Contact Us We’re here to help you break through complex challenges and achieve next-level success. Contact an expert ABOUT Our Story Social Impact Media Center Office Locations Experts EXPERTISE Health Insurance Data Science & AI CAREERS Careers Home Our Work Experienced Hires Students & Grads Job Search ABOUT MILLIMAN For more than seven decades, we have combined technical expertise with business acumen to create elegant solutions for our clients. Today, we are helping organisations take on some of the world's most critical and complex issues, including retirement funding and healthcare financing, risk management and regulatory compliance, data analytics and business transformation. Copyright © 2021 Milliman, Inc. All Rights Reserved Copyright information Terms of use Privacy policy BE (English)