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What are the career opportunities in data science for actuaries?

Data science laptopWhile actuarial work is not confined exclusively to the banking, financial services and insurance (BFSI) sectors, data science skills open opportunities for actuaries to boost their professional value and move their careers into other businesses and industries.

Many verticals show a demand for data science skills. Online recruiter Indeed sees a 30% increase in demand for data scientists year-on-year. But searches by data science job seekers grew at just 14% – which suggests a quantifiable supply-and-demand gap.

Three employment sectors that perhaps offer clear contrasts to finance are healthcare, automotive, and telecommunications.

Like the BFSI sector, healthcare is being disrupted by technologies driven by massive data sets being generated by diagnostic and treatment tech.

Data collected by patient monitoring systems informs treatment and preventative care programmes. Analysis of heart rate and breathing patterns, for instance, can detect slight changes in health indicators and predict possible disorders. Wearable technology, which monitors patients’ ‘health indicators’ 24x7, can collect up to 2Tb of data per-patient per-day.

Machine Learning algorithms, meanwhile, can detect and track common ailments, like coronary or respiratory conditions. Deep learning is used to read imaging data (x-rays, scans), and analyse it to reduce rates of diagnostic failure. All these applications need data scientists to be involved in some capacity.

Big Data analytics

As IFoA member Lisa Balboa notes, hospitals are using data analytics to forecast the number of patients likely to arrive at their doors in the coming week. Hospital managers use these predictions to adjust staffing and other resources to ensure anticipated patient demand is met.

With access to some of the biggest data sets, telecommunications companies are big proponents of Big Data analytics. As Springpeople notes, data from customer behaviours like SMS usage, video choices, social media activity, and past purchase patterns, enables telcos to offer targeted products and services. On the operational side, data scientists can also help monitor network activity to address performance issues.

With data storage costs down, and increased computer processing power with inexpensive analytics software tools, data analyst jobs have become much easier in the telecom sector, reports researcher Mind Commerce.

Machine Learning enables automotive manufacturers to discover new business models, finesse product quality, and optimise manufacture. Artificial Intelligence and data mining techniques are core to innovation in CAD modelling and simulation, analysis of procurement and logistical information. Data science also plays an integral role in the detection and remediation of production defects.

Other industries now hiring data scientists include agriculture, education, energy, manufacturing, media, mining, retail and travel.

What data science qualifications do actuaries need?

Actuaries realise that they operate in a discipline that’s ideal for the adoption of data science techniques, as the profession equips itself for the 2020s.

However, it’s critical that emphasis on qualificational and certificational attainment – the foundation of the actuarial profession – extends to the attainment of competences in data science.

The addition of data science to their skillsets will prove advantageous to actuaries, both in terms of greater career mobility, and the consolidation of their market value as actuarial professionals.

The maintenance of professional competences has always been core to actuarial practice, and this commitment is validated by Continuing Professional Development (CPD) and Professional Skills Training (PST) schemes. Going forward, data science curricular will increasingly meet the requirements of actuarial CPD and PST.

In June 2019, IFoA President John Taylor announced that a certificate in data science will be made available to all members of the actuarial profession. They will be able to choose from a number of modules that cover data science disciplines – such as data visualisation, Artificial Intelligence and Machine Learning – and can pick and choose from them. These module will be announced before the launch of the certificate. 

“From this, actuaries will get a much greater appreciation of the art of the possible in data science,” President Taylor explains. “It won’t make them data science practitioners per se, but it will enable those certified to work more closely with data scientists. And the certificate will also have a currency with employers in evidencing the additional learning that actuaries have undertaken.”

Actuarial science and data science share many characteristics, such as data analytics and predictive data modelling; and so the undertaking of study-based attainments in the data sciences means that actuaries will already be familiar with some of the knowledge-acquisition necessary to make data science study part of their CPD/PST programmes and career progression.

Course-based data science qualifications broadly divide into those provided by professional associations (such as the IFoA and its partners), those from accredited academic bodies (like universities and academies), and those from vendors in the data science solutions market (notable examples are those from IBM, Dell, Microsoft and SAS).

The IFoA can help you find the courses to get you started. These courses are online, flexible, and sometimes cost-free. Each has value and provides a different perspective on data science in its many and evolving facets. You can also explore the options for an MSc, with several full- or part-time opportunities.
 

View data science courses
 

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Events calendar

  • Life Conference 2019

    The Convention Centre Dublin, Spencer Dock, North Wall Quay, Dublin 1
    20-22 November 2019
    Fully booked.

    The Life Conference is the premier event for professionals interested in life insurance.  Offering a wide range of workshops and plenary sessions it’s the perfect opportunity to discover what’s hot and current in life insurance ensuring you get up to date on the latest thinking and innovation whilst meeting and exchanging ideas with a broad range of professionals.

  • KSS event: Climate change, ESG and what it means for Insurers

    PwC Edinburgh, Atria 1, 144 Morrison St, Edinburgh
    2 December 2019

    Spaces available

    Speaker: Pallavi Konwar

    Pallavi has a background in banking and asset management as well as within government. She started her career at Wall Street in New York, where she worked for Citigroup on mortgage securitisations and collateral analysis. Before joining PwC, she worked within the Infrastructure UK team at HM Treasury. where she was responsible for contributing to the National Infrastructure Plan and reporting on the performance and delivery of nationally significant infrastructure projects.

  • Autumn Lecture 2019, London - Dr Kay Swinburne

    Lincoln's Inn The Treasury Office, London WC2A 3TL
    2 December 2019

    Spaces available

    We are delighted to announce that Dr Kay Swinburne will deliver this year’s lecture, "It’s not all about the numbers – regulatory challenges for UK financial services post-Brexit"

  • SIAS Event: Discount Rates are Flawed

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    3 December 2019

    Spaces available

    This talk will be given by Jon Spain who, as far back as 1983, has been working independently, trying to bring “long-term” back to UK actuarial thinking. His current focus is on discount rates (see discrate.com).

  • A Holistic Study into Cash flow Driven Investment

    Staple Inn, 4 High Holborn, Holborn, London WC1V 6DR, UK
    4 December 2019

    Spaces available

    Given that Cashflow Driven Investment strategy has attracted growing interests from pension funds and insurers at the backdrop of current market conditions and clients’ circumstances, the objective of this event is to gather thought leaders from asset managers, banks and insurers to offer attendees their perspectives and insights on main aspects of consideration when adopting this strategy.

  • Your Actuarial Career: Managing Career Breaks

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    5 December 2019

    Spaces available

    Maternity or paternity leave, sabbaticals to study or travel, managing care responsibilities or escaping unemployment – Join Chika Aghadiuno and a panel of IFoA guests including Liz Dimmock, Founder & CEO of Women Ahead (International), and Lee Faulkner, Financial Wellbeing Actuary, First Actuarial, to explore the issues around career breaks from the perspective of an employee and an employer.

  • Sessional Meeting - Silent Cyber Assessment Framework

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    9 December 2019

    Spaces available

    The (re)insurance industry is faced with a growing risk related to the development of information technology (IT). This growth is creating an increasingly digitally interconnected world with more and more dependence being placed on IT systems to manage processes. Note: Registration is from 17.30 in time for the sessional to begin at 18.00.

  • CPD Member Event in Shanghai, China

    Function Room, F39, S1 Fuson Group, the Bund Finance Centre, No.600 Zhongshang East 2nd Road, Huangpu District, Shanghai Chinese address:BFC外滩国际金融金融中心,S1复星集团,39层报告厅,上海中山东二路600号
    9 December 2019

    Spaces available

    The IFoA’s President-elect Tan Suee Chieh will visit Shanghai. We will host CPD and Awards Presenting event on Monday 9 December 2019. The event is part of Mr Tan’s first presidential trip to China.

  • Professional Skills Training - London (10 December 2019)

    Staple Inn, High Holborn, London WC1V 7QJ  
    10 December 2019

    Spaces available

    This event will be of interest to students and recently qualified actuaries.

    A 2 hour CPD event designed to meet the IFoA’s Stage 3 Professional Skills Training under the IFoA’s CPD Scheme 2019/2020.  The content and discussion at this session is particularly tailored to actuarial students and newly qualified actuaries working in any area and the format is interactive, so you should come along prepared to take part in the discussions with your peers.

  • IFoA Joint Member Event with the Sunshine Insurance Group, Beijing China

    Room TBC, Kuntai International Plaza, No.12, Chaowai Street, Chaoyang District, Beijing 地址:会议室待定,北京市朝阳区朝外大街乙12号1号楼昆泰国际大厦
    12 December 2019

    Spaces available

    The IFoA’s President-elect Tan Suee Chieh will visit Beijing. We will co-host CPD and Awards Presenting event with the Sunshine Insurance Group on Thursday 12 December 2019. The event is part of Mr Tan’s first presidential trip to China.

  • ARC Sessional Research Event: Drivers of Mortality - Risk Factors and Inequality

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    6 January 2020

    Spaces available

    The authors will focus on a large dataset obtained from the UK’s Office for National Statistics (ONS) and related sources. Data are available at the level of Lower Super Output Areas (LSOAs) – small geographical areas with, typically, 1000-2000 residents and include death counts, exposures and a significant number of socio-economic variables including the index of multiple deprivation (IMD).

  • SIAS Event: My Journey to Data Science, Big Data and AI

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    7 January 2020

    Spaces available

    Patrick Lee is an actuary who has made the transition to working in software architecture and artificial intelligence (AI). He holds Microsoft Professional qualifications in Data Science, Big Data and AI and is currently working towards a DevOps (the automation of software testing and deployment) qualification. He is a member of the IFoA Council and is also President of the Wessex Actuarial Society. He is also a member of the IFoA and the RSS's joint Data Science Focus Group and will talk on the ethical use of AI. 

  • Spaces available

    This presentation covers the detail for how the matching adjustment is calculated. A small simple example spreadsheet is provided and discussed in detail.

    For actuaries wanting to get more involved with the matching adjustment, this is the opportunity to get a detailed description of the mechanics involved. This includes cashflows derisking, PRA tests as well as hypothecation.

    The presentation is provided by James Sharpe who has worked on a number of matching adjustment calculations with several firms.

  • IFoA Volunteer Recognition Reception

    Staple Inn, 4 High Holborn, Holborn, London WC1V 6DR, UK
    15 January 2020

    Spaces available

    As a thank you to all our Institute and Faculty of Actuaries (IFoA) volunteers, you are invited to join us at Staple Inn Hall, for an evening of drinks, canapes and networking, in London.

    IFoA President, John Taylor, will be attending and will make a speech

    If you support the IFoA as a volunteer (member or non-member), or in any other role, and you are going to be in London on 15 January, please book your place and join us at this reception.

     

  • Professional Skills Training - London (16 January 2020)

    Staple Inn, High Holborn, London WC1V 7QJ
    16 January 2020

    Spaces available

    A Trusted Profession

    A 2 hour CPD event designed to meet the IFoA’s Stage 3 Professional Skills Training under the IFoA’s CPD Scheme 2019/2020This 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.

  • Sessional Meeting - Operational Risk Dependencies

    Royal College of Physicians of Edinburgh 9 Queen St Edinburgh EH2 1JQ
    20 January 2020

    Spaces available

    The Operational Risk Working Party aims to assist actuaries and others in the modelling and management of operational risk. One of the key challenges in modelling operational risk is the modelling of dependencies between operational risks, and between operational and non-operational risks such as market, credit and insurance risk. Their paper seeks to assist in this regard, and help develop good practice in setting assumptions and modelling operational risk dependencies. 

  • Professional Skills Training - Edinburgh (23 January 2020)

    IFoA (Edinburgh), Level 2, Exchange Crescent 7 Conference Square Edinburgh EH3 8RA
    23 January 2020

    Spaces available

    A Trusted Profession

    A 2 hour CPD event designed to meet the IFoA’s Stage 3 Professional Skills Training under the IFoA’s CPD Scheme 2019/2020This 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.

  • KSS event in Glasgow: Public Sector Pensions

    Hymans Robertson, Glasgow 20 Waterloo St, Glasgow
    30 January 2020

    Spaces available

    – the unappreciated key assumption, the resulting unsustainable promises, the unmanaged risk and the unrecognised debt? 

    Speaker: Allan Martin

    Come to your local KSS meeting to discover your future tax paying liability, the massive intergenerational transfer you are making and consider your professional public interest undertaking.

  • ARC Sessional Research Event

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    3 February 2020

    Spaces available

    This sessional will be delivered by members of the research team working on the ARC “Big Health & Actuarial Data’ research programme, led by Professor Elena Kulinskaya (University of East Anglia).

  • Professional Skills Training - London (11 February 2020)

    Staple Inn, High Holborn, London WC1V 7QJ         
    11 February 2020

    Spaces available

    A Trusted Profession

    A 2 hour CPD event designed to meet the IFoA’s Stage 3 Professional Skills Training under the IFoA’s CPD Scheme 2019/2020This 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.

  • Sessional: Impact of E-cigarettes Working Party

    Royal College of Physicians, 9 Queen St, Edinburgh EH2 1JQ
    24 February 2020

    Spaces available

    This sessional meeting will be of direct interest to actuaries and others working in the in the Health and Care, Life or Pensions sectors or indeed actuaries with an interest in morbidity or mortality. Note: Registration is from 17.30 in time for the sessional to begin at 18.00.

  • Professional Skills Training - Edinburgh (25 February 2020)

    IFoA (Edinburgh), Level 2, Exchange Crescent 7 Conference Square Edinburgh EH3 8RA
    25 February 2020

    Spaces available

    A Trusted Profession

    A 2 hour CPD event designed to meet the IFoA’s Stage 3 Professional Skills Training under the IFoA’s CPD Scheme 2019/2020This 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 2020, Kuala Lumpur

    CCEC Nexus, 7, Jalan Kerinchi, Bangsar South, 59200 Kuala Lumpur, Wilayah Persekutuan Kuala Lumpur, Malaysia
    24-25 June 2020
    Spaces available

    The sixth annual Asia Conference once again offers a prestigious line-up of home and international speakers discussing the insurance and financial industry’s innovation and change in Asia. This year's conference in Kuala Lumpur will be hosted by Tan Suee Chieh, IFoA’s first Asian President. He will also make his Presidential address at this conference and will expand on the important elements of IFoA’s new strategy. 

    Additionally, this landmark conference will showcase how the IFoA is reinventing itself to support its members to succeed and thrive in a digital age, within traditional businesses and beyond, as a global organisation. 

    No tot be missed by international industry players, opinion formers, academic and industry leaders, actuaries and non-actuaries.