Description: Data science, predictive analytics and AI are certainly the buzzwords these days. They are heavily used and developed in underwriting and marketing but for most actuaries, they might/may as well be science fiction. The presenters will demonstrate how a normal actuary can utilize data science techniques in their daily job function without forming an official data science team within a company. It can be done in a gradual fashion so that normal business is not disrupted and improvements are made over time. The usage of data science techniques will include demonstrations of the following areas: - Regression analysis - Economic scenario generator - Experience study - Data quality checks - Inforce compression for explicit hedging

Description: 2021 ImpACT Conference - Session 4D: Risk Neutral ESGs for LDTI Market Risk Benefits 10.26.21 Recording

Description: 2021 ImpACT Conference - Session 4C: Technological Barbarians at the Gate: Learning from Upheaval in Other Industries 10.26.21 Recording

Description: The famous 80/20 rule in data science states that only 20% of your time working with data is spent driving insightful business analytics. The rest of your time is spent trying to query, clean and organize your data. Even with this knowledge, the majority of actuarial training/focus is on the 20 percent. This session takes a different approach, focusing solely on speeding up your work on the other 80 percent. Practical examples will be part of a code walkthrough in R.

Description: Join us for an exciting session as Actuarial Innovation & Technology Strategic Research from the SOA's Research Institute unveils two recently published research reports: ""Unveiling the Life Insurers' Actuarial Transformation Journey and the Impact of Analytics"" and ""Exploring Revolutionary Advances in Underwriting: An Initial Assessment of Epigenetics, Medical Tests, and Wearables"". In the first report, we delve into the evolving landscape of life insurers' Actuarial Transformation efforts, shedding light on their future prospects and emphasizing emerging Advanced Analytics techniques. The second report serves as the inaugural installment of a series dedicated to identifying promising innovations for underwriters and actuaries, and it promises to alert the SOA to the latest developments. During this session, our presenters will provide an insightful overview of the key findings and key takeaways from both research reports. By the end of the session, attendees will gain a deeper understanding and appreciation for the invaluable research conducted in these areas.

Description: Innovation in technology has disrupted nearly every industry, creating mounting internal and external pressures on organizations to accelerate the adoption of their digital agendas. The COVID-19 pandemic further brought to light the need for tools and technology to be adaptable, powerful, and scalable. As the insurance industry leaps into the future, actuaries must not only proactively refine their roles and responsibilities within insurance organizations but also seek opportunities for improvements and optimization in their day-to-day work. Discuss a variety of opportunities to streamline, accelerate, and optimize actuarial processes by using modern technology. Cover a wide spectrum of actuarial solutions from automation of actuarial data transformation to actuarial reserve calculations and calibration of economic scenarios. By attending the session, you will: Be able to articulate how modern low-code/no-code technology can help actuaries automate, streamline and optimize processes in yourday to day work tohelp focus on higher value tasks.

Description: An increasingly common question in our industry is - what should actuaries be doing and what should IT be doing? This gets at the difference between the self-service model, where actuaries have minimal reliance on ITand the shared-service model, where IT is a partner that helps with goals such as developing capabilities and running production models. The presenters will cover the unique value proposition of actuarial and IT functions and use that context to explore the pros and cons of the two models. They will ask what is going to drive the operating model in the future, considering the implications of trends in governance, technology toolkit and company culture. The presentation will be followed by interactive discussions on three case studies related to how IT and actuarial teams can work together most effectively, allowing the group to learn what works and what doesn't work from other companies approaching these challenges.

Description: Focus on the importance of achieving complete and accurate technical reviews of work products that contribute to decision making. As actuaries, we often face tight deadlines and the demand is high for our team members to provide results in a timely manner. Through investing upfront time into a quality review of our work product, with an added focus on professional excellence and ethics, overall time savings can be gained and an overall higher quality work product can be achieved, not only of the technical work being performed, but of the decision making that is influenced by the result of the work. At the conclusion of this session, you will be able to understand the value of technical reviews and the methods of preparing for and implementing technical reviews across a team.

Description: There has been a shift in finance and actuarial modernization in the insurance industry over the past 2 to 3 years. Discuss the latest trends in the marketplace and the key changes we see actuaries and actuarial employers needing to make in the future of work. Learn how actuarial work is evolving and about the changing manner in which work is performed. Brainstorm specific ways actuaries can thrive in the future, including performing more strategic work.

Description: The actuarial profession is changing rapidly and the skills needed to be successful are also changing. In this session, we will debate key topics and questions, such as: What is the predominant future career path for actuaries? Specialists or generalists? Does the actuarial profession have a meaningful value prop outside our core domains e.g. insurance? What skills are needed for the actuary of the future? What’s the best approach to improve actuarial storytelling to non-actuarial audiences? What’s the role of actuaries to managing and predicting emerging trends and assumptions? What is the role of actuaries in relation to development and ownership of advanced modeling? Is the future actuarial profession smaller/larger than it is today? In either case, how does it differ from today in terms of make-up, deployment, function, purpose, value add, etc.?