The GI Board will supervise the strategic outputs of this working party however, it remains a cross practice initiative with regular input from other practice area boards and members.
This Working Party was created to:
- further understanding of the latest in data science, big data, predictive analytics, machine learning and an ever wider range of mathematical techniques based on operational research, probability and statistics
- develop a tool kit for members of the profession dealing with techniques now associated with colloquial terms including but not limited to data science, predictive analytics, machine learning and big data
- consider where such tools and techniques are currently used; what sort of actuarial problems they might be applicable to; their implications for education, exams and continual professional development or the various codes of conduct
- outline ways in which this work can be made continual - and identify emerging areas that offer special opportunity in current or new domains
- undertake any other work and research as relevant and appropriate.
Keep up to date with the most recent developments in the data science realm, including outputs of the MAID Working Party, with the Data Science Digest.
Presentations from MAID Working Party Wrap Up Event, 21 May 2018
- Presentation 1: Summary
- Presentation 2: The Role of the Actuary in Data Science
- Presentation 3: Lifelong Learning
- Presentation 4: Data Science MIG
Outputs from GIRO 2017
Outputs from 12 May 2016 Data Science Universe Event:
- An Introduction to the Data Science Universe
- Data, Cognitive & The Internet of Things
- Use of Big Data For Actuarial Research on Longevity
- Data Science Universe Seminar - Modelling, Analytics and Insights from the Data Working Party - Update on work streams
- Audio file - Part 1
- Audio file - Part 2
- Audio file - Part 3
Practical Application of Machine Learning Within Actuarial Work - 01 February 2018
- IFoA Member Survey on the Data Science Universe. Results and Recommendations - 6 February 2017
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If you want more information about this research working party please contact the Communities Team.
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Wicked Problems, Clumsy Solutions and Leading Change
Dr Catherine Donnelly will present the basics of the structures for pooling longevity risks and summarise recent research results in this area in addition to outlinging future research around this topic. This is work under a research programme funded by the IFoA's Actuarial Research Centre, called 'Minimizing longevity and investment risk while optimising future pension plans'.
Climate-Related Risk - This free to view webinar on Climate-Related Risk is the first in a series focusing on some of the ‘Hotspots’ identified in the JFAR Risk Perspective bringing the Risk Perspective to life with practical illustrations and insights from subject experts from the IFoA and other Regulators
Recent decades have seen institutions, such as employers and financial services, give people more choice and flexibility, but these freedoms have come with more responsibilities. Individuals are now responsible for managing more of their own financial risks, from ensuring they put enough money into their pension to securing affordable protection to be financially resilient.
Join us for this brand new IFoA webinar weries comprising of a fortnight of webinars, panel sessions and a hackathon, that showcase the range of ways in which the actuarial profession has added value, in the public interest, to the understanding and management of the current and future pandemics through insight and learning.
This event is now temporarily closed on Monday 26 April, but the session will be repeated on Tuesday 27 April, 09.00-10.30. Please click here to register your place.
Actuaries have a lot to offer biodiversity management over the next decade as the world develops more depth to its response to this global challenge. This sessional offers an opportunity to learn about this emergent risk, to contribute to our thinking as a profession and help us develop the next steps forward.
IFoA Immediate Past President John Taylor would like to invite you to the Institute and Faculty of Actuaries’ (IFoA) virtual Europe Town Hall, hosted by John Taylor with IFoA Council Members Alan Rae, Jennifer Hartley, Maribel Vasquez Flores and IFoA Chief Executive, Stephen Mann.
Mis-estimation risk is a key element of demographic risk, and past work has focused on mis-estimation risk on a run-off basis. However, this does not meet the requirements of regulatory regimes like Solvency II, which demands that capital requirements are set through the prism of a finite horizon like one year. This paper presents a value-at-risk approach to mis-estimation risk suitable for Solvency II work
This year's Finance and Investment Virtual Conference takes on the timely theme of ‘resilience’, something we have all learnt a lot more about in the last year! Our diverse range of talks will explore the theme of resilience in a variety of ways including in building robust investment portfolios, in the incorporation of ESG factors, in govern
This talk will explore the potential benefits that wearable tech can bring to health & protection insurers and their customers. The traditional approach of integrating wearables into insurance has largely focused on measuring steps and using rewards-based incentive programs to encourage more activity.
Join us for this talk with Professor Sir Adrian Smith as part of the 'Dr Patrick Poon Presidential Speaker Series'. Professor Smith joined The Alan Turing Institute as Institute Director and Chief Executive in September 2018. In November 2020, he became President of the Royal Society, in addition to his leadership of the Turing. He is also a member of the government's AI Council, which helps boost AI growth in the UK and promote its adoption and ethical use in businesses and organisations across the country. He received a knighthood in the 2011 New Year Honours list.
We continue to live in a world of global uncertainty. Survival depends on our ability to simultaneously navigate through the diverse root-causes, ranging from: the consequences of Climate Change; on-going financial consequences of the COVID pandemic; or self-imposed changes in regulatory requirements and accounting standards.
Welcome to the programme for our 2nd Virtual Pensions Conference. This year's conference features 11 webinars offering members and non-members the opportunity to get up to date content from leading experts in the pension industry. There will also be opportunity to ask questions and contribute to the discussion.