You are here

Data science

Data science image

Data Science and its potential for Actuaries

The world of data science continues to be both a threat and an opportunity for actuaries in traditional and new areas of work. With rapid advancements in technology, we can collect, store and draw insights from data like never before, with the potential to transform both traditional actuarial fields and open up new sectors and industries. We think that ‘Big Data’ is going to change the world and we want to be ready to embrace the opportunities that come along with it.

Data science holds huge potential for changing the way in which actuaries work. Watch our Autumn Lecture 2017 that explores these issues in detail.

Courses to get you started

These are offered by:

These courses are online, flexible, and sometimes free; allowing you to choose when you start and how much time you spend. Each course is valuable providing a different perspective on Data Science, from Basic R to detailed analysis. Explore the options for an MSc, with a number of full or part time opportunities; for a comprehensive list of the available courses, visit the Study Portals Masters site

Data science course review

We asked some of our members for feedback on the courses they had studied; members of the Modelling Analytics and Insight from Data (MAID) Working Party identified Machine Learning (Andrew Ng, Stanford University) offered by Cousera as a great introduction.  This is what they said:

This course covers a full spectrum of machine learning starting from the basics and there is a practical focus on how to build machine learning solutions (neural networks and others) from scratch to solve real world problems. The course is 11 weeks long and requires circa 3-4 hours a week of study to complete course. The course is free but there is an option to pay for a certificate (for a one off course fee of £58).

The course is taught through a mix of lecture videos, notes, multiple choice questions and programming assignments in Octave (a freeware version of Matlab). This course is both relevant and may be useful to actuaries although it may not be suitable for every actuary because of the hands on programming which will require individuals to get stuck into it to get a lot out of the course. Recommendations are to complete programming assignments to get full benefits of course.

Qualifications provided by Actuarial Associations and other Professional Bodies:

Other learning options which you might wish to consider if you are looking for a qualification in the Data Science area:

The CAS Institute Certified Specialist in Predictive Analytics (CSPA)

The Operational Research Society - Certified Analytics Professional (CAP®)

Lifelong Learners are motivated to never stop learning

Take time to reflect and plan before you begin any new projects

Reflect: check the competencies against your current role and future ambitions

Plan: identify exactly what skills and knowledge you need and how best to acquire them

Do: take courses, read articles, find a mentor, look online, volunteer

Record: write down everything you do, how far it met your objectives, the impact on your work

More on Data science

Filter or search events

From-to date picker.
E.g., 21/02/2019
E.g., 21/02/2019

Events calendar

  • IFRS17 Workshop, 21 February

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    21 February 2019

    Spaces available

    IFoA Logo for EventsThe Life Board and Life Lifelong Learning Sub-committee are running this half-day workshop on IFRS 17.

    They will provide a detailed understanding of the key concepts of the standard, as well as discuss how implementation will impact people, process and systems.  They will also share views on how the new standard will change the way insurers are viewed in the market, and share perspectives from within and outside of the profession.

     

  • Data Science: Opportunities for Actuaries

    The IFoA's first virtual event   
    26 February 2019 - 28 February 2019

    Spaces available

    The IFoA are launching their first virtual conference on the topic of Data Science, that is free to attend. This is an exciting and forward thinking move to reach members all over the world and to share knowledge and discuss developments and techniques within data science.

  • Leicester Actuarial Science Society presents the 5th Annual Worshipful Company of Actuaries Lecture

    The University of Leicester, Ken Edwards Lecture Theatre 3 (see map and directions)
    27 February 2019

    Spaces available

    IFoA President-Elect, John Taylor will discuss his work on 'robo advice' and the implications of technology for the future of the profession, but also his thoughts about the immediate priorities for the actuarial profession based on his first year with the Presidential Team. 

    The Worshipful Company of Actuaries will also be explaining their work and presenting two prizes: one each to the best performing 2nd year and 3rd year BSc Mathematics and Actuarial Science student at the University during the session.

  • ARC: ERM Results Launch Event

    Staple inn Hall, High Holborn, London, WC1V 7QJ
    28 February 2019

    Fully booked.

     

    This event is now full. We do operate a waiting system for this event should there become availability, which you can register for here and be added to the waitlist. We will email everyone on the waiting list nearer the time to confirm whether there is availability for them to attend.

     

  • Actuaries Rock event – What happened at GIRO?

    Gibraltar Financial Services Commission P O Box 940 Suite 3, Ground Floor Atlantic Suites Europort Avenue GX11 - 1AA Gibraltar
    28 February 2019

    Spaces available

    This event is run by Actuaries Rock, the regional society for actuaries in Gibraltar. To register please email:  kmorgan@gfsc.gi 

  • SIAS Event: Challenges and Opportunities for Actuaries Working in Data Science

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    4 March 2019

    Spaces available

    This talk will present examples of the use of data science in the General Insurance and Health and Care practice areas. It will highlight some of the opportunities and challenges for actuaries in using the latest data science techniques in these fields.

    1. Lisa Balboa will present on using predictive analytics to improve health care forecasting.
    2. Alexander Hanks will present a practical example of training a neural network to fit curves to general insurance claims data.
  • Highlights of the Life Conference 2018 - London

    Ect Venues, 200 Aldersgate, St. Pauls, London EC1A 4HD
    5 March 2019

    Spaces available

    IFoA event AllThis event will cover the highlights from the Life Conference 2018 held in Liverpool. The Conference Committee has reviewed session feedback and has put together a high-quality technical programme featuring the best sessions from the Life Conference 2018.  Book now to ensure your place.

  • Life and F&I One Day Workshop

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    11 March 2019

    Spaces available

    IFoA Event Logo AllThis cross-practice event for Life actuaries and those in finance and investments roles offers high-quality CPD with a series of thought-provoking presentations covering economics and financial markets, responsible investment, CMA review outcome, FCA requirements, asset analytics, and much more.

  • Spring Lecture 2019, Edinburgh - Sir John Curtice

    Royal College of Physicians, 9 Queen St, Edinburgh EH2 1JQ
    13 March 2019

    Fully booked.

    In conjunction with the Scottish BoardEdinburgh is now full. However, you can still register here to view the event live online, allowing those who cannot attend in person to stream the lecture to their computer, laptop, tablet, and phones wherever they are in the world. 
    We do operate a waiting system for each of the Edinburgh and London venues should there be availability, which you can register for here and be added to the waitlist. We will email everyone on the waiting list nearer the time to confirm whether there is availability for them to attend.
  • Spring Lecture 2019, Live stream at Staple Inn - Professor Sir John Curtice

    Staple Inn, High Holborn, London, WC1V 7QJ
    13 March 2019

    Fully booked.

     
    In conjunction with the Scottish BoardFollowing the popularity of this year’s Spring Lecture, delivered by Professor Sir John Curtice, an additional venue has been sourced for Members to attend a London Livestream event at the Lloyd's building. Please register here. Alternatively, you can still register here  to view the event live online, allowing those who cannot attend in person to stream the lecture to their computer, laptop, tablet, and phones wherever they are in the world. 
     
  • Sessional Meeting: Investment risk for long term investors - risk measurement approaches

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    18 March 2019

    Spaces available

    The term ‘investment risk’ is often used loosely, and frequently confused with the notion of short term price volatility, particularly for equity instruments. For the long term investor, however, what is most apposite is the ability to meet future real cash flows as they become due.

  • KSS event – Index Based Longevity Hedging

    Royal London St Andrew House, 1 Thistle St, Edinburgh EH2 1DG
    18 March 2019

    Spaces available

    This KSS talk on Index Based Longevity Hedging  -  The Dutch Experience and implications for the UK market will cover the structure of deals to date in the Dutch market; the challenges in determining the Solvency 2 capital treatment for such deals and the work done by the Longevity Risk Transfer Working Party of the Dutch Insurance Association; a proposal for a method for quantification of Basis Risk based on a recent paper “Basis Risk in Index Based Longevity Hedges: A Guide for Longevity Hedgers” by Cairns & El Boukfaoui, and implications for the future, both in terms

  • Highlights of the Life Conference 2018 - Edinburgh

    Apex Grassmarket Hotel, 31-35 Grassmarket, Edinburgh EH1 2HS
    19 March 2019

    Spaces available

    This event will cover the highlights from the Life Conference 2018 held in Liverpool. The Conference Committee has reviewed session feedback and has put together a high-quality technical programme featuring the best sessions from the Life Conference 2018.  Book now to ensure your place.

  • KSS event - FinTech and The Actuarial Profession

    Barnett Waddingham 163 West George Street, Glasgow, G2 2JJ
    20 March 2019

    Spaces available

    This KSS talk from FinTech Scotland's CEO will explore the mission to create an integrated Fintech ecosystem through provision of funding, support, infrastructure and talent that recognises and responds to the needs of all stakeholders - and the overarching aim for Scotland to be one of the top 5 Fintech global leaders by 2020.

  • IFoA’s Diversity Advisory Group: The Power of Deep Listening

    Aviva, The Agora, Level 2B, St Helens, 1 Undershaft,  London EC3P 3DQ
    21 March 2019

    Spaces available

    8th March is International Women’s Day. The IFoA’s Diversity Advisory Group will be facilitating a session later in March as part of this celebration. Subject to availability. All members are welcomed. Please contact Susan Hunter Jones (susan.hunterjones@aviva.com) to register for the session.

  • Professional Skills Training - Edinburgh (26 March 19)

    IFoA (Edinburgh), Level 2, Exchange Crescent 7 Conference Square Edinburgh EH3 8RA
    26 March 2019

    Spaces available

    A 2 hour CPD event designed to meet the IFoA’s Stage 3 Professional Skills Training under the IFoA’s CPD Scheme 2018/2019.  This session is suitable for actuaries working in any area (i.e. it is not specifically aimed at Pensions, GI or any other technical discipline) and is interactive, so you should come along prepared to take part in the discussions.

  • Professional Skills Training - London (16 April 19)

    Staple Inn Hall, High Holborn London WC1V 7QJ
    16 April 2019

    Fully booked.

    Please register here to join the wait list

    A 2 hour CPD event designed to meet the IFoA’s Stage 3 Professional Skills Training under the IFoA’s CPD Scheme 2018/2019.  This session is suitable for actuaries working in any area (i.e. it is not specifically aimed at Pensions, GI or any other technical discipline) and is interactive, so you should come along prepared to take part in the discussions.

  • TIGI 2019 (Technical Issues in General Insurance)

    Royal College of Physicians, 11 St Andrews Place, Regent's Park, London, NW1 4LE
    25-26 April 2019
    Spaces available

    This General Insurance CPD offering has been changed from former years of individual one day seminars to include individual sessions for IFRS 17, Pricing, Capital Modelling and Reserving over a two-day event  packaged as Technical Issues in General Insurance, providing attendees with a varied program . The event is suitable for anyone who works, or are interested, in these areas.

  • Professional Skills Training - Edinburgh (30 April 19)

    IFoA (Edinburgh), Level 2, Exchange Crescent 7 Conference Square Edinburgh EH3 8RA
    30 April 2019

    Spaces available

    A 2 hour CPD event designed to meet the IFoA’s Stage 3 Professional Skills Training under the IFoA’s CPD Scheme 2018/2019.  This session is suitable for actuaries working in any area (i.e. it is not specifically aimed at Pensions, GI or any other technical discipline) and is interactive, so you should come along prepared to take part in the discussions.

  • IFoA Asia Conference 2019, Chengdu

    Crowne Plaza Chengdu Panda Garden, Poly Park 198, No. 1980 ShuLong Avenue,Xindu District, Chengdu
    09-10 May 2019
    Spaces available

    IfoA Logo for eventsOffering a diverse selection of plenary sessions and cross-practice workshops, the annual Asia Conference is the perfect opportunity to discover and discuss current and developing actuarial topics in Asia, whilst providing excellent opportunity to grow your network of contacts.

  • CILA 2019

    30 Euston Square, London NW1 2FB
    14 May 2019

    Spaces available

    CILA is one of the pre-eminent events in the annual Life calendar. It is aimed at practicing life actuaries from life offices, consulting firms and other employers of actuaries. It will also be of interest to all those who work in or advise on, the life assurance market in the UK and Europe.

  • KSS event – Bulk Annuity Market Update

    Willis Towers Watson 2 Lochrin Square, 96 Fountainbridge, Edinburgh EH3 9QA
    15 May 2019

    Spaces available

    This KSS talk will give a bulk annuity market update over 2018 and for 2019 and beyond.  The presenters will also consider bulk annuity options as part of pension scheme de-risking strategies, and how pension schemes can best prepare when requesting a quote in order to achieve a favourable outcome. To book please email Dawn.Neil@willistowerswatson.com.

  • KSS event – Bulk Annuity Market Update

    Willis Towers Watson 2 West Regent Street Glasgow G2 1RW
    16 May 2019

    Spaces available

    This KSS talk will give a bulk annuity market update over 2018 and for 2019 and beyond. The presenters will also consider bulk annuity options as part of pension scheme de-risking strategies, and how pension schemes can best prepare when requesting a quote in order to achieve a favourable outcome. To book a place please email Dawn.Neil@willistowerswatson.com

  • Risk and Investment one day Conference 2019

    Amba Hotel, Charing Cross, Strand, London WC2N 5HX
    20-21 May 2019
    Spaces available

    This year's Risk and Investment Conference will be taking place at Amba Hotel, Charing Cross, London.

    To book your place click here.

     

  • Sessional Research Event - Saving for Retirement: Rules of Thumb

    Staple Inn Hall, High Holborn London WC1V 7QJ
    20 May 2019

    Spaces available

    How much does the average person need to save over a full working life to provide a decent retirement income? We call this the Lifetime Pension Contribution (LPC) and have attempted to quantify it.

  • Professional Skills Training - London (12 June 19)

    Staple Inn Hall, High Holborn London WC1V 7QJ
    12 June 2019

    Spaces available

    A 2 hour CPD event designed to meet the IFoA’s Stage 3 Professional Skills Training under the IFoA’s CPD Scheme 2018/2019.  This session is suitable for actuaries working in any area (i.e. it is not specifically aimed at Pensions, GI or any other technical discipline) and is interactive, so you should come along prepared to take part in the discussions.

  • NED Event: Behavioural Finance and Boards

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    18 June 2019

    Spaces available

    Substantial work has been undertaken in the field of behavioural finance to explore the psychological factors affecting investment decisions made by individuals.  In contrast, “behavioural” factors (such as politics or human psychology) affecting decisions and actions made by institutional investors, such as insurers or pension schemes, are less understood.

  • Pensions Conference 2019

    Bristol Marriott Hotel City Centre, 2 Lower Castle Street, Old Market, Bristol, BS1 3AD
    18-19 June 2019
    Spaces available

    This year's Pensions Conference will be taking place at the Bristol Marriott City Centre.

  • Current Issues in General Insurance (CIGI) 2019

    Inmarsat, 99 City Road, London, EC1Y 1BJ
    19 June 2019

    Spaces available

    CIGI will provide an excellent and diverse line-up of speakers, each providing their insight and knowledge on a range of topics.  The programme will be broad in nature, so will be of most value to those with some experience in the industry. 

  • Professional Skills Training - London (25 June 19)

    Staple Inn Hall, High Holborn London WC1V 7QJ
    25 June 2019

    Spaces available

    A 2 hour CPD event designed to meet the IFoA’s Stage 3 Professional Skills Training under the IFoA’s CPD Scheme 2018/2019. This session is suitable for actuaries working in any area (i.e. it is not specifically aimed at Pensions, GI or any other technical discipline) and is interactive, so you should come along prepared to take part in the discussions.