Скачать или смотреть Specialist insurance: The next frontier for data science | James Poynter

The London Insurance Market is the world’s leading hub for specialist insurance, a place where underwriters and brokers make markets for and trade new, complex, and large risks. This talk will give: an overview of the multi-billion dollar market, discuss the complexity of offshore energy risk, and the exciting potential applications of data science techniques within the specialist insurance sector.

Summary:
James Poynter discusses the integration of data science in specialist insurance, focusing on upstream energy and its potential for innovation.

Highlights:
🌍 Specialist insurance is vital in London’s $70 billion market.
💡 Data science presents untapped opportunities for profit in specialist insurance.
📈 QBE aims for $100 million additional profit via data science in five years.
🛥️ Offshore energy risks include drilling operations and complex insurance products.
🔍 Predictive modeling assists underwriters in risk assessment and claims prediction.
📊 Historical data is scarce, necessitating innovative simulation techniques.
🤝 QBE is hiring data professionals to strengthen its analytics capabilities.
Key Insights
📊 Data Science as a Catalyst: Data science is not just a tool; it’s a strategic approach that can drive profitable innovations tailored to client needs. This shift requires a culture change within firms like QBE.
🛢️ Understanding Upstream Energy: Insuring the upstream oil and gas sector involves complex operations from exploration to decommissioning, highlighting the industry’s unique risks and needs for specialized coverage.
🔍 Risk Assessment Challenges: Lack of historical claims data in specific sectors (like Gulf of Mexico windstorms) necessitates innovative modeling and simulations to accurately predict potential losses, emphasizing the importance of data analytics.
💼 Sophisticated Clientele: The oil and gas industry comprises highly sophisticated clients, requiring insurers to develop complex products and maintain in-depth knowledge of engineering and risk management.
🚀 Agility in Insurance: Embracing a startup mentality could enable insurance firms to adapt more quickly to changes and technological advancements in the market, fostering innovation.
🌐 Emerging Technologies: The rise of IoT and data from various sources will challenge insurers to integrate and analyze information effectively, transforming the insurance landscape.
🤝 Talent Acquisition: Building a skilled team in data science and analytics is crucial for QBE to harness the potential of data-driven insights, underscoring the need for industry professionals.