How AI innovation affect a highly valued financial service provision experience
The goal of this project is to achieve output with significant impact for the industry partner. The successful candidate will liaise closely with key industry stakeholders and have direct industry experience via a work placement.
Artificial intelligence (AI) and machine learning (ML) technologies have revolutionised and transformed how customers interact with financial services providers. Yet little research has been undertaken on how the customer experience in financial service provision has changed. This funded PhD is undertaken in partnership with Core Credit Union and offers a unique opportunity to understand how digital innovations affect a highly valued financial service provision experience. Using access to member-level data this project seeks to understand the risk and opportunities AI and ML innovation technologies present to the service delivery and operational effectiveness in Irish Credit Unions. Specifically, the research project aims to quantitatively address three broad areas: 1. Regulatory technology and the effective management of credit union sector stability and growth. 2. ML innovations to credit risk prediction and the development of new products. 3. Customer experience innovations using AI and ML techniques and digital platforms. This funded PhD offers a unique experience for the successful candidate to understand and developed their own individualized niche in a fast-growing area of finance.
Candidate criteria: 1. Hold at least a 2.1 honours degree (or equivalent) in Finance, Computer Science, Mathematics, or a related subject. 2. Hold, or be about to obtain, a higher degree (Masters) in a relevant discipline. 3. Candidates who can demonstrate at least 1 years highly relevant work experience. will also be considered. o relevant work experience might include work in one of the following areas: a. advanced statistical analysis b. machine learning and AI c. predictive analytics d. natural language processing e. advanced data visualisation 4. Proficiency in one or more program languages, such as R or Python or equivalent. 5. The ability to work independently and collaboratively at the frontier of research knowledge with a growth mindset.
The position is fully funded by a CAST studentship from the Northern Ireland Department of the Economy (DfE). The value of a DfE studentship for UK domiciled students the value of an award includes the cost of approved fees as well as maintenance support. In academic year 2020-2021 the basic rate of maintenance support for a Research Studentship is £15,285 while the basic rate of maintenance support for a Taught Studentship is £7,643. For non-domiciled UK candidate please read the eligibility criteria for DfE studentships here.
The finance group is an energetic and enterprising research cluster that continuously strives for excellence in both its teaching and its scholarship. The group's research strengths cover finance and financial history, financial markets and institutions and not-for-profit financial institutions. The group has a particular interest in not-for-profit organisations and in financial history. Research students benefit from attending courses and tailor-made reading groups to complete their background preparation in finance. Queen's Management School prides itself on research-led teaching and offers its research students experience as teaching assistants in a variety of undergraduate courses. Students regularly attend the School's various seminar series, which attract leading academics from around the world. Students also present their work at these events, gaining invaluable advice and preparation for the academic job market.
Mode of study/duration
Registration is on a full-time or part-time basis, under the direction of a supervisory team appointed by the University. You will be expected to submit your thesis at the end of three years of full-time registration for PhD, or two years for MPhil (or part-time equivalent).
Corporate governance and corporate law
Historical asset pricing
Financial crises, manias and bubbles
UK equity markets in the 19th and 20th centuries
UK financial institutions in the 19th and 20th centuries
Capital structure behaviour in UK-quoted firms
Demographic change and international capital flows
Equity, bond, foreign exchange and derivative markets
Long memory, heterogeneity and trend-chasing in financial prices
Price discovery in bond markets
Diversification options for not-for-profit financial institutions
Efficiency and performance of not-for-profit financial institutions
Networks and co-operation benefits for not-for-profit financial institutions
The School has a proven track-record of placing its PhD graduates in tenure-track research and teaching posts at top universities in the UK and elsewhere.
People teaching you
Normally a UK 2.1 Honours degree (or equivalent qualification acceptable to the University) and a UK Master's degree in a relevant discipline with a final result of 60% (or equivalent qualification acceptable to the University).
For information on international qualification equivalents, please check the specific information for your country.
English Language Requirements
Evidence of an IELTS* score of 7.0, with not less than 6.0 in any component, or an equivalent qualification acceptable to the University is required (*taken within the last 2 years).
International students wishing to apply to Queen's University Belfast (and for whom English is not their first language), must be able to demonstrate their proficiency in English in order to benefit fully from their course of study or research. Non-EEA nationals must also satisfy UK Visas and Immigration (UKVI) immigration requirements for English language for visa purposes.
For more information on English Language requirements for EEA and non-EEA nationals see: www.qub.ac.uk/EnglishLanguageReqs.
If you need to improve your English language skills before you enter this degree programme, INTO Queen's University Belfast offers a range of English language courses. These intensive and flexible courses are designed to improve your English ability for admission to this degree.
As a result of the COVID-19 pandemic, we will be offering Academic English and Pre-sessional courses online only from June to September 2020.
|Northern Ireland (NI) 1||£4,500|
|Republic of Ireland (ROI) 2||£4,500|
|England, Scotland or Wales (GB) 1||£4,500|
|EU Other 3||£17,460|
1 EU citizens in the EU Settlement Scheme, with settled or pre-settled status, are expected to be charged the NI or GB tuition fee based on where they are ordinarily resident, however this is provisional and subject to the publication of the Northern Ireland Assembly Student Fees Regulations. Students who are ROI nationals resident in GB are expected to be charged the GB fee, however this is provisional and subject to the publication of the Northern Ireland Assembly student fees Regulations.
2 It is expected that EU students who are ROI nationals resident in ROI will be eligible for NI tuition fees, in line with the Common Travel Agreement arrangements. The tuition fee set out above is provisional and subject to the publication of the Northern Ireland Assembly student fees Regulations.
3 EU Other students (excludes Republic of Ireland nationals living in GB, NI or ROI) are charged tuition fees in line with international fees.
All tuition fees quoted are for the academic year 2021-22, and relate to a single year of study unless stated otherwise. Tuition fees will be subject to an annual inflationary increase, unless explicitly stated otherwise.
For further information please refer to www.qub.ac.uk/brexit-advice/information-for-students.
There are no specific additional course costs associated with this programme.
Additional course costs
Depending on the programme of study, there may also be other extra costs which are not covered by tuition fees, which students will need to consider when planning their studies . Students can borrow books and access online learning resources from any Queen's library. If students wish to purchase recommended texts, rather than borrow them from the University Library, prices per text can range from £30 to £100. Students should also budget between £30 to £100 per year for photocopying, memory sticks and printing charges. Students may wish to consider purchasing an electronic device; costs will vary depending on the specification of the model chosen. There are also additional charges for graduation ceremonies, and library fines. In undertaking a research project students may incur costs associated with transport and/or materials, and there will also be additional costs for printing and binding the thesis. There may also be individually tailored research project expenses and students should consult directly with the School for further information.
How do I fund my study?1.PhD Opportunities
Find PhD opportunities and funded studentships by subject area.2.Funded Doctoral Training Programmes
We offer numerous opportunities for funded doctoral study in a world-class research environment. Our centres and partnerships, aim to seek out and nurture outstanding postgraduate research students, and provide targeted training and skills development.3.PhD loans
The Government offers doctoral loans of up to £26,445 for PhDs and equivalent postgraduate research programmes for English- or Welsh-resident UK and EU students, £10,000 for students in Scotland and up to £5,500 for Northern Ireland students.4.International Scholarships
Information on Postgraduate Research scholarships for international students.
Funding and Scholarships
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How to Apply
Find a supervisor
If you're interested in a particular project, we suggest you contact the relevant academic before you apply, to introduce yourself and ask questions.
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