Professional Software Development (Data Science) - MSc

2025/26 Part-time Postgraduate course

Award:

Master of Science

Faculty:

Faculty of Computing, Engineering and the Built Environment

School:

School of Computing, Engineering and Intelligent Systems

Campus:

Derry~Londonderry campus

Start date:

September 2025

United Nations Sustainable Development Goals (SDGs)

United Nations Sustainable Development Goals (SDGs)

We are passionate about sharing with our students the vital role they each have now and as future professionals in promoting a sustainable future for all. We believe that sustainability is not the domain of one discipline or profession. It is the responsibility of all disciplines, professions, organisations and individuals.

That is why on each of our courses within the School of Computing, Engineering and Intelligent Systems you will learn about the UN Sustainable Development Goals and the contribution you can make now, and as a graduate in Computing or Engineering.

Read the course details below to find out more.

Overview

Providing high quality professionals for the software development industry.

Summary

The growth of the ICT industry has been identified as a top priority for the Northern Ireland Executive. According to Invest NI, Northern Ireland is the leading foreign direct investment region in Europe for software development and IT technical support centres. There are more than 900 companies in the ICT sector and many of these are international organisations.

The majority of new jobs have been in knowledge industries particularly ICT including software development, software testing and funds administration.

It is against this backdrop that we offer this course to graduates in subjects other than computing as an opportunity for career change, to enable them to exploit the opportunities for personal and professional development offered by this burgeoning sector.

We’d love to hear from you!

We know that choosing to study at university is a big decision, and you may not always be able to find the information you need online.

Please contact Ulster University with any queries or questions you might have about:

  • Course specific information
  • Fees and Finance
  • Admissions

For any queries regarding getting help with your application, please select Admissions in the drop down below.

For queries related to course content, including modules and placements, please select Course specific information.

We look forward to hearing from you.

About this course

About

This intensive master’s conversion course is aimed at highly-motivated graduates with a good honours degree in any discipline with no more than 50% computing content. While the course has a particular focus on the employment needs of the local economy, the skills and abilities developed are easily transferred to a more global stage.

The overall aim of this course is to provide graduates equipped to apply best practice in software engineering to the development of a wide range of software systems in a variety of organisations. Skilled software developers are needed to support Northern Ireland’s burgeoning software industry.

Ulster University academics are actively involved in both research and teaching and this ensures that the developments accrued through research can feed into the teaching of students. A significant percentage of staff are members of the Higher Education Academy, and all staff are expected to have a Postgraduate Certificate in University Teaching or equivalent. All Computing courses are subject to periodic Faculty Review and University Revalidation.

Attendance

The course will be studied in part-time mode over a period of three calendar (full academic) years.

Start dates

  • September 2025

Teaching, Learning and Assessment

Teaching is delivered through a combination of lectures, directed tutorials, seminars and practical sessions. Support is also provided for project preparation and implementation.

The course is assessed by coursework only.

Attendance and Independent Study

The content for each course is summarised on the relevant course page, along with an overview of the modules that make up the course.

Each course is approved by the University and meets the expectations of:

  • Attendance and Independent Study

    As part of your course induction, you will be provided with details of the organisation and management of the course, including attendance and assessment requirements - usually in the form of a timetable. For full-time courses, the precise timetable for each semester is not confirmed until close to the start date and may be subject to some change in the early weeks as all courses settle into their planned patterns. For part-time courses which require attendance on particular days and times, an expectation of the days and periods of attendance will be included in the letter of offer. A course handbook is also made available.

    Courses comprise modules for which the notional effort involved is indicated by its credit rating. Each credit point represents 10 hours of student effort. Undergraduate courses typically contain 10, 20, or 40 credit modules (more usually 20) and postgraduate courses typically 15 or 30 credit modules.

    The normal study load expectation for an undergraduate full-time course of study in the standard academic year is 120 credit points. This amounts to around 36-42 hours of expected teaching and learning per week, inclusive of attendance requirements for lectures, seminars, tutorials, practical work, fieldwork or other scheduled classes, private study, and assessment. Teaching and learning activities will be in-person and/or online depending on the nature of the course. Part-time study load is the same as full-time pro-rata, with each credit point representing 10 hours of student effort.

    Postgraduate Master’s courses typically comprise 180 credits, taken in three semesters when studied full-time. A Postgraduate Certificate (PGCert) comprises 60 credits and can usually be completed on a part-time basis in one year. A 120-credit Postgraduate Diploma (PGDip) can usually be completed on a part-time basis in two years.

    Class contact times vary by course and type of module. Typically, for a module predominantly delivered through lectures you can expect at least 3 contact hours per week (lectures/seminars/tutorials). Laboratory classes often require a greater intensity of attendance in blocks. Some modules may combine lecture and laboratory. The precise model will depend on the course you apply for and may be subject to change from year to year for quality or enhancement reasons. Prospective students will be consulted about any significant changes.

  • Assessment

    Assessment methods vary and are defined explicitly in each module. Assessment can be a combination of examination and coursework but may also be only one of these methods. Assessment is designed to assess your achievement of the module’s stated learning outcomes.  You can expect to receive timely feedback on all coursework assessments. This feedback may be issued individually and/or issued to the group and you will be encouraged to act on this feedback for your own development.

    Coursework can take many forms, for example: essay, report, seminar paper, test, presentation, dissertation, design, artefacts, portfolio, journal, group work. The precise form and combination of assessment will depend on the course you apply for and the module. Details will be made available in advance through induction, the course handbook, the module specification, the assessment timetable and the assessment brief. The details are subject to change from year to year for quality or enhancement reasons. You will be consulted about any significant changes.

    Normally, a module will have 4 learning outcomes, and no more than 2 items of assessment. An item of assessment can comprise more than one task. The notional workload and the equivalence across types of assessment is standardised. The module pass mark for undergraduate courses is 40%. The module pass mark for postgraduate courses is 50%.

  • Calculation of the Final Award

    The class of Honours awarded in Bachelor’s degrees is usually determined by calculation of an aggregate mark based on performance across the modules at Levels 5 and 6, (which correspond to the second and third year of full-time attendance).

    Level 6 modules contribute 70% of the aggregate mark and Level 5 contributes 30% to the calculation of the class of the award. Classification of integrated Master’s degrees with Honours include a Level 7 component. The calculation in this case is: 50% Level 7, 30% Level 6, 20% Level 5. At least half the Level 5 modules must be studied at the University for Level 5 to be included in the calculation of the class.

    All other qualifications have an overall grade determined by results in modules from the final level of study.

    In Masters degrees of more than 200 credit points the final 120 points usually determine the overall grading.

    Figures from the academic year 2022-2023.

Academic profile

The University employs over 1,000 suitably qualified and experienced academic staff - 60% have PhDs in their subject field and many have professional body recognition.

Courses are taught by staff who are Professors (19%), Readers, Senior Lecturers (22%) or Lecturers (57%).

We require most academic staff to be qualified to teach in higher education: 82% hold either Postgraduate Certificates in Higher Education Practice or higher. Most academic and learning support staff (85%) are recognised as fellows of the Higher Education Academy (HEA) by Advance HE - the university sector professional body for teaching and learning. Many academic and technical staff hold other professional body designations related to their subject or scholarly practice.

The profiles of many academic staff can be found on the University’s departmental websites and give a detailed insight into the range of staffing and expertise.  The precise staffing for a course will depend on the department(s) involved and the availability and management of staff.  This is subject to change annually and is confirmed in the timetable issued at the start of the course.

Occasionally, teaching may be supplemented by suitably qualified part-time staff (usually qualified researchers) and specialist guest lecturers. In these cases, all staff are inducted, mostly through our staff development programme ‘First Steps to Teaching’. In some cases, usually for provision in one of our out-centres, Recognised University Teachers are involved, supported by the University in suitable professional development for teaching.

Figures from the academic year 2022-2023.

Derry~Londonderry campus

Accommodation

Enjoy student life in one of Europe's most vibrant cities.

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Sports Facilities

Our facilities in Derry~Londonderry cater for many sports ranging from archery to volleyball, and are open to students and members of the public all year round.

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Student Wellbeing

At Student Wellbeing we provide many services to help students through their time at Ulster University.

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Modules

Here is a guide to the subjects studied on this course.

Courses are continually reviewed to take advantage of new teaching approaches and developments in research, industry and the professions. Please be aware that modules may change for your year of entry. The exact modules available and their order may vary depending on course updates, staff availability, timetabling and student demand. Please contact the course team for the most up to date module list.

In this section

Year one

Professional Software Development I

Year: 1

The module introduces software development concepts and practices in a scaffolding manner enabling students to progressively develop their knowledge. This will be reinforced by interwoven practical lab sessions which will focus on and enhance all the necessary practical skills: problem solving, software design, programming skills and software testing to the high level of competence required by industry. The module is also intended to equip students with the knowledge, skills and practices that enable them to function as autonomous, accountable IT professionals.

Software Architecture and Design

Year: 1

This module seeks to develop and extend the student's knowledge of, and practical skills in, software design and development. The students are introduced to implementing, testing and documenting software for real-world applications. They also have opportunities to experience effective project organisation skills.

Professional Software Development 2

Year: 1

This module uses interlinked lectures and lab sessions to deliver upon the detail of Java programming. The module explores object-oriented techniques and the Java constructs underpinning them to include: Inheritance - hierarchy of super and sub classes; Encapsulation, state and behaviour of objects; Abstraction - hiding implementation detail; Polymorphism - compile time and runtime methods. Arrays are introduced as an intermediate storage structure and files as a permanent storage mechanism incorporating Read/Write facilities with exception handling. The students will be provided with an opportunity to display strong personal management and team skills within this module.

Database Systems

Year: 1

This module recognises the need for flexible and efficient storage of information in computer applications. The underlying principles of database organisation are presented, and practical implementation in a modern DBMS environment provides a basis for the construction of larger-scale e-business solutions.

Year two

Computer Hardware

Year: 2

This module is optional

This module introduces students to the basic hardware components from which a computer system is constructed and the organisation of these components. The architecture is discussed and key concepts considered in the context of the programmable machine. Students will also gain an understanding of how computers communicate in the context both of local and wide area networks.

Data Validation and Visualisation

Year: 2

This module is optional

High-quality data is the precondition for analysing and using big data and for guaranteeing the value of the data. This module, introduces the data quality challenges faced by big data. It will present tools and techniques employed to ensure data quality from data collection and computational procedures to facilitate automatic or semi-automatic identification and elimination of errors in large datasets. The module also introduces the topic of understanding and interpreting data through descriptive statistical methods. This will be achieved through a range of techniques such as Statistical metrics, Univariate analysis and Multivariate analysis. Students will develop the knowledge to assess the quality of the data and the skills necessary to perform appropriate data cleaning operations. In addition, students will have an understanding of processing data and interpreting and visualising results.

Data Science Foundations

Year: 2

This module is optional

The focus of this module is to present an understanding of key data science concepts, tools and programming techniques. Within the arena of data science, the theory behind the approaches of statistics, modelling and machine learning will be introduced emphasising their importance and application to data analysis. The notion of investigative and research skills will also be introduced through a number of problem-solving exercises. The material covered will be contextualised by providing examples of the latest research within the area. Students will also be introduced to programming with Python. They will learn the basics of syntax, and how to configure their development environment for the implementation and testing of algorithms related to data science.

Web Based Application Development

Year: 2

This module is optional

This module will expose students to the world of web based applications. It is concerned with the study and application of tools and techniques that enable the building and deployment of web-based application systems. The module first gives students an understanding of the role and function of the core technologies involved and then addresses the design practices, principles and patterns required for developing optimised web applications. Consequently, it provides students with a grounding in an important and still expanding application area that utilises the internet as the underlying communication platform.

Operating Systems

Year: 2

This module is optional

This module gives students a detailed introduction to the functions of modern operating systems. Particular emphasis is placed on the practical implementation of theoretical concepts and on the key area of Command-Line interaction, Shell Scripting, and an overview of system management. Students will have the opportunity to develop and consolidate their understanding of computer hardware as well as their software development skills, and will gain experience of using a modern Unix-like operating system.

Year three

Project

Year: 3

The project allows the student to demonstrate their ability in undertaking an independent project, developing theoretical perspectives, addressing research questions and analysing and implementing real world solutions. The student will be expected to utilise appropriate methodologies and demonstrate the skills gained earlier in the course when implementing the project. This will typically involve a systems analysis of the needs for a realistic application or actual organisation and identification and application of tools/techniques required to deliver a well-formed solution. In summary the masters project represents a piece of work performed by the student under suitable staff supervision, which draws both from the practical and creative nature of a problem-solving project and the traditional, scholarly exposition of an area of study. The content of the work should have a degree of originality and contain a critical appraisal of the subject area.

Standard entry conditions

We recognise a range of qualifications for admission to our courses. In addition to the specific entry conditions for this course you must also meet the University’s General Entrance Requirements.

Entry Requirements

1) A second class honours degree or better from a university of the United Kingdom or the Republic of Ireland, from the Council for National Academic Awards, the National Council for Educational Awards, the Higher Education and Training Awards Council, or from an institution of another country which has been recognised as being of an equivalent standard; or

2) an equivalent standard (normally 50%) in a Graduate Diploma, Graduate Certificate, Postgraduate Certificate or Postgraduate Diploma or an approved alternative qualification; and

3) the content of the qualification presented (as described in (i) may have a maximum of 50% computing content.

AND
You must satisfy the General Entrance Requirements for admission to a first degree course and hold a GCSE pass in English Language and Mathematics at grade C or above (or equivalent)

The Faculty of Computing, Engineering and the Built Environment does not accept students with Essential Skills in Application of Number as the only mathematics qualification. Please contact the Admissions Office directly if you have a query concerning this matter. Thank you.

T: +44 (0)28 7167 5678
E: admissionsmg@ulster.ac.uk

In exceptional circumstances, where an individual has substantial and significant experiential learning, a portfolio of written evidence demonstrating the meeting of graduate qualities (including subject-specific outcomes, as determined by the Course Committee) may be considered as an alternative entrance route. Evidence used to demonstrate graduate qualities may not be used for exemption against modules within the programme.

English Language Requirements

English language requirements for international applicants
The minimum requirement for this course is Academic IELTS 6.0 with no band score less than 5.5. Trinity ISE: Pass at level III also meets this requirement for Tier 4 visa purposes.

Ulster recognises a number of other English language tests and comparable IELTS equivalent scores.

Exemptions and transferability

The entry requirements facilitate accreditation of prior learning.

Careers & opportunities

Career options

There is a strong demand in the local Northern Ireland economy and beyond for graduates with software development skills. Coupled with the skills and knowledge of their primary degree, graduates from this course will be well placed to find employment in private industry, public sector organisations and in research. They will have the necessary skills to initially work in roles such as software developers, software testers and/or academic or commercial researchers but will also have the capacity to diversify into other roles such as independent consultants.

Work placement / study abroad

N/A

Professional recognition

BCS, the Chartered Institute for IT

Accredited by BCS, the Chartered Institute for IT for the purposes of partially meeting the academic requirement for registration as a Chartered IT Professional.

Apply

Start dates

  • September 2025

Fees and funding

2025/26 Fees

Postgraduate fees are subject to annual review, 2025/26 fees will be announced in due course.

See our tuition fees page for the current fees for 2024/25 entry.

Scholarships, awards and prizes

Industry sponsored prize for the best overall student performance.

Additional mandatory costs

None.

It is important to remember that costs associated with accommodation, travel (including car parking charges) and normal living will need to be covered in addition to tuition fees.

Where a course has additional mandatory expenses (in addition to tuition fees) we make every effort to highlight them above. We aim to provide students with the learning materials needed to support their studies. Our libraries are a valuable resource with an extensive collection of books and journals, as well as first-class facilities and IT equipment. Computer suites and free Wi-Fi are also available on each of the campuses.

There are additional fees for graduation ceremonies, examination resits and library fines.

Students choosing a period of paid work placement or study abroad as a part of their course should be aware that there may be additional travel and living costs, as well as tuition fees.

See the tuition fees on our student guide for most up to date costs.

Contact

We’d love to hear from you!

We know that choosing to study at university is a big decision, and you may not always be able to find the information you need online.

Please contact Ulster University with any queries or questions you might have about:

  • Course specific information
  • Fees and Finance
  • Admissions

For any queries regarding getting help with your application, please select Admissions in the drop down below.

For queries related to course content, including modules and placements, please select Course specific information.

We look forward to hearing from you.


For more information visit

Disclaimer

  1. The University endeavours to deliver courses and programmes of study in accordance with the description set out in this prospectus. The University’s prospectus is produced at the earliest possible date in order to provide maximum assistance to individuals considering applying for a course of study offered by the University. The University makes every effort to ensure that the information contained in the prospectus is accurate, but it is possible that some changes will occur between the date of printing and the start of the academic year to which it relates. Please note that the University’s website is the most up-to-date source of information regarding courses, campuses and facilities and we strongly recommend that you always visit the website before making any commitments.
  2. Although the University at all times endeavours to provide the programmes and services described, the University cannot guarantee the provision of any course or facility and the University may make variations to the contents or methods of delivery of courses, discontinue, merge or combine courses, change the campus at which they are provided and introduce new courses if such action is considered necessary by the University (acting reasonably). Not all such circumstances are entirely foreseeable but changes may be required if matters such as the following arise: industrial action interferes with the University’s ability to teach the course as planned, lack of demand makes a course economically unviable for the University, departure of key staff renders the University unable to deliver the course, changes in legislation or government policy including changes, if any, resulting from the UK departing the European Union, withdrawal or reduction of funding specifically provided for the course or other unforeseeable circumstances beyond the University’s reasonable control.
  3. If the University discontinues any courses, it will use its best endeavours to provide a suitable alternative course. In addition, courses may change during the course of study and in such circumstances the University will normally undertake a consultation process prior to any such changes being introduced and seek to ensure that no student is unreasonably prejudiced as a consequence of any such change.
  4. Providing the University has complied with the requirements of all applicable consumer protection laws, the University does not accept responsibility for the consequences of any modification, relocation or cancellation of any course, or part of a course, offered by the University. The University will give due and proper consideration to the effects thereof on individual students and take the steps necessary to minimise the impact of such effects on those affected. 5. The University is not liable for disruption to its provision of educational or other services caused by circumstances beyond its reasonable control providing it takes all reasonable steps to minimise the resultant disruption to such services.

Sustainability at Ulster

Ulster continues to develop and support sustainability initiatives with our staff, students, and external partners across various aspects of teaching, research, professional services operations, and governance.

At Ulster every person, course, research project, and professional service area on every campus either does or can contribute in some way towards the global sustainability and climate change agenda.

We are guided by both our University Strategy People, Place and Partnerships: Delivering Sustainable Futures for All and the UN Sustainable Development Goals.

Our work in this area is already being recognised globally.  Most recently by the 2024 Times Higher Education Impact rating where we were recognised as Joint 5th Globally for Outreach Activities and Joint Top 20 Globally for Sustainable Development Goal 17:  Partnership for the Goals.

Visit our Sustainability at Ulster destination to learn more about how the University strategy and the activities of Ulster University support each of the Sustainable Development Goals.