Data science and AI
Explore professional insights, unique stories and technical skills from actuaries working at the forefront of data science and AI.

About actuaries in data science and AI
AI offers both immense opportunity as well as risk. Our actuarial community is full of vibrant and pioneering data science and AI experts. In an AI-augmented world, actuaries add value as strategic visionaries, ensuring that data-driven decisions align with long-term business goals and societal needs.
Today, many of our members are making significant contributions in areas like financial services, loyalty schemes, retail, telecommunications, technology, health and social policy. They’re helping major market players on their digital transformation journeys and are supporting public sector agencies to uplift their service delivery models.
As generative AI becomes mainstream and ethical standards evolve, data science and AI actuaries play a vital role in helping organisations extract insights from diverse data sets. With rigorous training, ethical focus and innovative approaches, they make a unique global impact, especially in response to shifting consumer behaviours, AI advancements, climate change and new views on mental health.
Data science and AI in our qualification programs and learning resources
Our qualification programs and lifelong learning initiatives focus on data science. In the Actuary Program, one of the four subjects — Data Science Principles — builds on foundational knowledge, equipping students with advanced analytical tools for real-world business applications.
In the Fellowship Program, a new Module 3 subject — DSA: Data Science Applications — has also been introduced. As part of our lifelong learning offering, this can also be studied as a microcredential.
Are you a member? You can also foster your knowledge and build your skills through our self-directed, free online AI and Data Science Learning Resource.

Practice Committee
Meet the Data Science and AI Practice Committee
The Data Science and AI Practice Committee (DSAIPC) is made up of pioneering data science actuaries who drive innovative insights, discussion and activity in data science and AI.

Working Group
Meet the Young Data Analytics and AI Working Group
The Young Data Analytics and AI Working Group (YDAWG) is comprised of young actuaries who are dedicated to the advancement of data science and AI in the actuarial space.

Professional Standards and Guidance
Data Science and AI Professional Standards and Guidance
Explore guidance and other practice documents for actuaries working in or with data science, including automated decision-making and AI.
Guidance Resource: Artificial intelligence and discrimination in insurance pricing and underwriting
This Guidance Resource has been developed by the Australian Human Rights Commission, in partnership with the Actuaries Institute, to provide guidance to professionals and businesses on complying with federal anti-discrimination legislation in relation to use of artificial intelligence in insurance pricing and underwriting decisions.

Upcoming events

Knowledge
External tools and resources
Want to learn more about data science and AI? Check out these useful tools, course and resources recommended by DSAIPC and YDAWG.

Knowledge
Actuaries’ analytical cookbook
Explore the cookbook of data science and AI recipes to help you get started with a new project. Created by the YDAWG, this site is intended to be a resource for actuaries in both data science and traditional fields.

Newsletters
Data Science and AI Practice Committee eNewsletters
Explore previous editions of our eNewsletters or subscribe for the latest data science and AI insights delivered straight to your inbox.
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