![]() |
Earnix announced the results of a global survey of insurance executives, which shows wide adoption of Machine Learning (ML) across the globe, and the expectation that ML will bring “significant” change to the industry over the next 3-5 years. |
Over half (54%) of the almost 200 insurance executives surveyed said that their organisation was using Machine Learning for predictive analytical modelling. Of those deploying the technology, 70% said they were using it for risk modelling, followed by demand models (45%) and fraud detection (36%).
Although nascent, most companies using Machine Learning have realized measurable benefits. Over half of the respondents (57%) said that Machine Learning has made their analytical models far more accurate, which has led to better risk assessments and ultimately better decisions. The survey found that the main barrier to wider adoption is a lack of knowledge and expertise within organisations. Eighty-two per cent say their organisation is relatively inexperienced with Machine Learning. According to Udi Ziv, CEO of Earnix: “The insurance industry has always been data-driven and the use of Machine Learning is a powerful trend that will quickly become a competitive edge for those who embrace it. Earnix was an early adopter of this technology and is working with its clients to integrate it into their analytics, enabling them to automate more of their processes and predict outcomes more accurately. The combination of advanced analytics with Machine Learning is truly an innovation with direct and measurable benefits.”
The survey report, named “Machine Learning – Growing, Promising, Challenging,” is available on the Earnix website and can be downloaded at no charge here |
|
|
|
Senior Portfolio Analyst | ||
London - £70,000 Per Annum |
Reserving Actuary | ||
London - £100,000 Per Annum |
Senior Pricing Actuary - Personal Lines | ||
London - £130,000 Per Annum |
Senior Manager | ||
London - £150,000 Per Annum |
Pricing Actuary - Longevity Swaps | ||
London/hybrid 2-3dpw office-based - Negotiable |
Senior Reinsurance Pricing Actuary | ||
London - £200,000 Per Annum |
London Market Reserving Actuary | ||
London / 4dpw office-based - Negotiable |
GI Senior Actuarial Consultant - Inte... | ||
Zurich - Negotiable |
P&C Senior Manager | ||
London - Negotiable |
Senior Reserving Analyst | ||
London / hybrid 3 dpw office-based - Negotiable |
Deputy Head of Pricing | ||
London - £150,000 Per Annum |
BPA Implementation Analyst | ||
North-West / hybrid 2-3dpw office-based - Negotiable |
Pricing Actuary – London Market | ||
London / Hybrid - Negotiable |
Pricing & Underwriting Analyst | ||
London / Hybrid - Negotiable |
BPA Transition Manager | ||
South East - Negotiable |
Modelling Actuary - Life | ||
South East - Negotiable |
Reporting Actuary - Life | ||
South East - Negotiable |
London Market Pricing Manager | ||
London - Negotiable |
London Market Pricing - FTC | ||
London - Negotiable |
Senior Pensions Data Technician - Ful... | ||
Fully remote - Negotiable |
Be the first to contribute to our definitive actuarial reference forum. Built by actuaries for actuaries.