Top 3 Challenges to Data Science and Machine Learning Adoption in Insurance

LYNN HEIDMANN | March 27, 2020

article image
Hiring people with skills in machine learning is extremely difficult across industries due to a shortage of talent and skyrocketing demand. But the insurance industry is better positioned than most to overcome this challenge via upskilling. With tens (possibly hundreds) of statistics-minded actuaries already on staff, providing the right tools to nudge them into the world of data science is a small step. Upskilling business staff is also a great way to fill talent gaps, and in many ways, it’s necessary for insurance businesses that want to democratize data science.

Spotlight

Policygenius Inc

Policygenius is a NYC-based tech startup with a mission to help people get the financial protection they need and have them feel good about it. We are changing a massive industry by making insurance shopping faster, friendlier and more transparent for online consumers. Since our launch in 2014, we’ve achieved rapid growth in a notoriously difficult industry and established ourselves as a pioneer in a now hot sector of FinTech. We're at an exciting inflection point, having raised over $52 million of venture capital, and we're focused on building out our powerhouse team.

OTHER ARTICLES

Is Your Small Business Protected by Cyber Insurance?

Article | March 6, 2020

The expenses resulting from a data breach can be staggering. A cyber insurance policy can help you recover without putting your business at financial risk. Cyber insurance can help small businesses recover from a data breach – but finding the right policy for your business can be challenging. These tips will help you find the right cyber insurance policy.

Read More

Do I Need Professional Liability or E&O Insurance in Massachusetts?

Article | March 3, 2020

In a nutshell, Errors and Omissions (E&O) insurance is a professional liability insurance policy created to protect professionals, employers, and employees from claims of inadequate work or negligence. Here in Massachusetts, it’s a useful policy for professionals who work with contracts, finances, investments, and other risks.

Read More

3 MODERNIZATION OPTIONS FOR INSURERS

Article | April 7, 2020

The global outbreak of coronavirus has exposed an unpleasant truth: many insurers are stuck with legacy systems that prevent them from offering seamless digital experiences to their customers and/or employees. Even more damaging, they can’t lower operating costs at a time when claims are climbing, and margins are disappearing. This isn’t a momentary problem. As bleak as things seem at the moment, one day this crisis will be over…and property & casualty (P&C) providers will still seek to modernize to remain competitive. Reconciling this seemingly contradictory mission – how can an insurer reduce operating costs while providing a better experience?

Read More

What’s Driving Innovation and Transformation in Insurance?

Article | March 5, 2020

According to Gartner analyst Kimberly Harris-Ferrante, in the report Innovation Insight for Artificial Intelligence in Life and P&C Insurance*, “Adoption and maturity of AI are increasing among insurance early adopters as they test new use cases and technologies. Insurance CIOs can benefit from greater awareness of AI fundamental use cases and the impact of AI to help guide innovation.” At Shift, we couldn’t agree more.

Read More

Spotlight

Policygenius Inc

Policygenius is a NYC-based tech startup with a mission to help people get the financial protection they need and have them feel good about it. We are changing a massive industry by making insurance shopping faster, friendlier and more transparent for online consumers. Since our launch in 2014, we’ve achieved rapid growth in a notoriously difficult industry and established ourselves as a pioneer in a now hot sector of FinTech. We're at an exciting inflection point, having raised over $52 million of venture capital, and we're focused on building out our powerhouse team.

Events