BSc (Hons) Digital and Technology Solutions (Data Science)

01 Sep 2026 - 31 Aug 2027

Course Leader Ian Fitzell, Graeme Boswell
Course Team Mark Ware, Nigel Richards, Nathan Thomas, Paul Jarvis, Gaylor Boobyer, Daniel Cunliffe, Mitchel Langford, Iain Shewring, Sharan Johnstone, Ieuan Griffiths, Samuel Jobbins
Awarding Body University of South Wales
Teaching Institutions University of South Wales
Modes of Study Part Time

Document Version

Version 5
Valid From 01 Sep 2026
Valid To 31 Aug 2027

QAA Benchmarks

QAA benchmarks for Computing (2016)

Educational Aim

To develop a systematic understanding of knowledge, tools and techniques, and a critical awareness of current problems and insights, much of which is at, or informed by, the forefront of professional practice.

To develop an ability to critically analyse and apply essential concepts, principles and practices in the context of loosely defined scenarios, showing effective judgement in the selection and use of tools and techniques to achieve solutions.

To develop conceptual understanding that enables the student to evaluate current research, advanced scholarship and methodologies in the discipline, develop critiques of them and, where appropriate, to propose new hypotheses.

To develop a comprehensive understanding of analysis and enquiry techniques, a capacity for critical evaluation of arguments, making assumptions, dealing with abstraction and handling data (that may be incomplete) to make judgements and to frame appropriate questions to achieve a solution to a problem.

To develop skills necessary for the demonstration of self-direction and originality in tackling and solving problems, and autonomy in planning and implementation of tasks at a professional level.

To be able to apply methods and techniques learned for the specification, analysis, design, development, evaluation, management and documentation of systems to produce justified, self-reflective, solutions to significant problems that are fit for purpose and informed by a critical review of research and the application of established techniques of analysis and enquiry, and facilitate the development of a self-directed, life-long learner.

To develop an ability to recognise the legal, social, ethical and professional issues involved in the exploitation of computer technology and be guided by the adoption of appropriate professional, ethical and legal practices.

To develop qualities and transferable skills necessary for employment requiring the exercise of initiative and personal responsibility, decision making in complex and unpredictable contexts, the independent learning ability required for continuing professional development and the ability to clearly communicate information, ideas, problems, solutions and conclusions to both specialist and non-specialist audiences, apply enquiry and analysis appropriately and effectively, utilise IT, show organised work both as an individual and as a team member and with a minimum of supervision, solve problems and exercise critical evaluation and review of their own work and the work of others.

To enhance technical and managerial understanding of software development/deployment practice by incorporating into a structured learning experience the essential features of industrial/business operations.

To develop skills in project management to professional practitioner level. To be able to set organisational strategy and tactics governing the direction and conduct of project management, including application of appropriate methodologies. To be able to lead project planning, scheduling, controlling and reporting activities for strategic, high impact, high risk projects. To be able to manage risk and ensure that solutions to problems are implemented in line with change control processes.

To develop a systematic understanding of knowledge, tools and techniques, at least some of which is at the forefront of defined aspects of the discipline and an ability to exercise critical judgement.

To develop an ability to critically analyse and apply essential concepts, principles and practices in the context of loosely defined scenarios, showing effective judgement in the selection and use of tools and techniques to achieve a solution to a problem.

To develop conceptual understanding that enables the student to devise and sustain arguments, solve problems, and describe and comment upon aspects of current research, or equivalent advanced scholarship.

To provide opportunity for originality and autonomy in the application of specification, analyse, design, development, evaluation, management and documentation methods and techniques to produce justified, self-reflective, solutions to significant problems that are fit for purpose and informed by a critical review of research and the application of established techniques of analysis and enquiry, and facilitate the development of a self-directed, life-long learner.

To develop the ability to deal with complex issues systematically, apply understanding, develop ideas, solve problems and make sound judgements, sometimes in the absence of complete data.

To develop qualities and transferable skills necessary for employment requiring the exercise of initiative and personal responsibility, decision making in complex and unpredictable contexts, the learning ability needed to undertake appropriate further training of a professional nature and the ability to communicate information, ideas, problems and solutions to both specialist and non-specialist audiences, apply enquiry and analysis appropriately and effectively, utilise IT, work with others, solve problems and employ critical self-reflection.

To develop skills in leadership and management using strategies and tactics that meet the requirements of the business. To be able to set policies, standards and guidelines for how an organisation conducts IT strategy development and planning. To develop skills in evaluating and managing resources needed for the planning, development and delivery of specified information and communications systems services.

To apply practical and analytical skills specific to the course; to demonstrate innovation and/or creativity; to synthesise information, ideas and practices to provide a quality solution together with an evaluation of that solution; to self-manage a significant piece of work; and to create a critical self-evaluation of the process.

Company aims and expectations for Degree Apprenticeships:

Personal development, for example: communications, persuasion, how to introduce yourself, meeting etiquette, etc.

The following are our objectives given to apprentices:

Successfully meet all set criteria associated with your apprenticeship, specifically the required academic and participation levels during the performance year.Measures: Evidence gained from apprentice learning provider and/or University partner based on academic results and commitment to programme.Act as an ambassador to promote the Apprenticeship programme internally and externally to the company. Provide ongoing feedback, suggestions and innovative ideas to continue to evolve our programme & approach.Measures: Evidence of participation in at least one internal or external event which raises the profile of the company’s apprentice community. Gaining feedback from stakeholders throughout the year.

Learning Outcomes

A1 Describe the essential facts, concepts, principles, theories and recurring themes.
A2 Understanding of the commercial and economic context of the development, use and maintenance of software
A3 Knowledge and comprehension of management techniques utilised to achieve objectives within a computing context.
A4 Definition and classification of information security issues in relation to the design, development and use of computer-based systems.
A5 Recognition and understanding of the broad applicability of vocational computing and develop an understanding of the range of career opportunities available.
A6 Knowledge and description of the methods and issues involved in deploying systems to meet business goals, founded on appropriate technological disciplines.
A7 Knowledge and explanation of methods, techniques and tools for information modelling, management and security.
A8 Definition and comprehension of systems architecture and related technologies for developing software.
A9 Knowledge and understanding of mathematical and/or statistical principles, including quantitative risk, within a computing context.
B1 Utilise essential facts, concepts, principles and theories in the modelling of computer-based systems for the purposes of comprehension, communication, prediction and understanding of trade-offs
B2 Recognise and analyse criteria and specifications appropriate to constrained problems, and plan strategies for their solution
B3 Analyse the extent to which a computer-based system meets the criteria defined for its current use and future development
B4 Deploy appropriate theory, practices and tools for the specification, design, implementation and evaluation of computer-based systems
B5 Recognise the legal, social, ethical and professional issues involved in the exploitation of computer technology and be guided by the adoption of appropriate professional, ethical and legal practices
B6 Critically analyse and apply essential concepts, principles and practices in the context of loosely defined scenarios, showing effective judgement in the selection and use of tools and techniques to achieve a solution to a problem
B7 Devise and sustain arguments, solve problems, and describe and comment upon aspects of current research, or equivalent advanced scholarship
B8 Deploy accurately established techniques of analysis and enquiry
B9 Critically evaluate arguments, assumptions, abstract concepts and data to make judgements and to frame appropriate questions to achieve a solution to a problem
B10 Develop a system-perspective that encompasses multiple levels of detail and abstraction
B11 Perform a risk analysis and evaluation
C1 Ability to deal with complex issues systematically, apply understanding, develop ideas, solve problems and make sound judgements, sometimes in the absence of complete data
C2 Ability to manage and document the specification, analysis, design, development and evaluation of solutions to constrained problems relating to computing
C3 Ability to produce justified, self-reflective, solutions to significant problems that are fit for purpose and informed by a critical review of research and the application of established techniques of analysis and enquiry
C4 Ability to recognise any risks or safety aspects associated with computer-based systems
C5 Ability to deploy effectively the tools used for the construction and documentation of computer applications
C6 Ability to apply mathematical methods appropriate to computing
C7 Ability to use appropriate theoretical and practical processes to specify, design, deploy, verify and maintain software, including working with technical uncertainty
C8 Ability to define a problem, research its background, understand the social context, identify the social context, identify constraints, understand requirements, identify and manage cost drivers, ensure fitness for purpose, manage the design process and evaluate outcomes
C9 Ability to apply the principles, methods and tools of systems design, and appropriate supporting engineering disciplines, to develop systems and services that meet business needs.

Course Structure

Level 4 Modules

Module Code Module Id Module Title Module Status Credit Value Module Type
IS1S481 MOD011068 Principles of Computer Programming Running 20 specified
IS1S482 MOD011069 Computer Systems and Network Technologies Running 20 specified
IS1S483 MOD011070 Professionalism and Employability Running 20 specified
IS1S486 MOD011072 Information Management, Assurance and Security Running 20 specified
MS1S14 MOD012163 Fundamentals of Probability and Statistics Running 20 specified
MS1S15 MOD012164 Principles of Data Science Running 20 specified

Level 5 Modules

Module Code Module Id Module Title Module Status Credit Value Module Type
IS2S580 MOD011073 Object Oriented Programming Running 20 specified
IS2S581 MOD011074 Project Management and Professional Practice Running 20 specified
IS2S582 MOD011075 Secure Software Development Running 20 specified
IS2S590 MOD011697 Industry Led Project Running 20 specified
MS2S25 MOD012166 Advanced Probability and Statistics Running 20 specified
MS2S24 MOD012165 Fundamentals of Machine Learning Running 20 specified

Level 6 Modules

Module Code Module Id Module Title Module Status Credit Value Module Type
IS3D680 MOD011083 Capstone Project Running 40 core
IS3S681 MOD011079 The Computing Professional in Practice Running 20 specified
MS3S31 MOD012167 Advanced Machine Learning Running 20 specified
MS3S32 MOD012168 Big Data Engineering and Applications Running 20 specified
MS3S33 MOD012169 Natural Language Processing Running 20 specified

Teaching and Assessment


Learning and Teaching Methods

LecturesLectures provide a guide to relevant content, methodologies, techniques and associated issues.TutorialsTutor-supported tutorials clarify and reflect on lecture content and frequently use problem solving scenarios and case studies.Work-basedCompany based student learning.Project SupervisionProject supervision meetings provide an opportunity for students to receive personal advice and encouragement on their project work.Practical Classes and WorkshopsSupervised laboratory periods provide hands-on experience of a variety of software development tools and techniques.Directed Study (including Online Learning)Directed study is time specifically devoted to completing assessments and preparing for examinations.Independent StudyIndependent study broadens learning through reference to flexible learning materials available via the Virtual Learning Environment (VLE), set Library texts, journal papers and electronic sources.Formative assessment-independentStudents are expected to independently work on their assessments as part of their working week. This may be within their workplace or at home, and is supported via a VLE and email contact with the teaching staff.

Employer Engagement

Work-based Learning

The students are employed and working within their employers’ premises. This forms a large part (>38%) of the students’ study time.

Other

Most modules use case studies, scenarios and examples from the computer industry to illustrate concepts and their importance. Opportunities for work-related learning activities continue as students engage in and contribute in a positive manner to the solution of world of work tasks and problems.


Means of Assessment


Learning Support

Induction

Both a company and University induction will be provided at the start of the course.

The University’s course and module database system (currently ICIS) provides access to both course information and module definitions.

Personal tutor

Each student will be assigned a Personal Academic Coach, together with a Company supervisor, who can quickly recognise each student and identify each one’s engagement and progress

Office hours

Typically, USW staff are available when not teaching,company staff will follow their usual contracted working hours.

Tutorials

Every module has at least one hour of tutorial or lab practical where students are able to practice what they are learning and receive individual support.

Formative Assessment

The suggested formative assessment will give an ongoing indication of performance. The university and employer will be able to support the apprentice and provide extra guidance where performance issues might arise to ensure that the apprentice is fully supported in meeting the course outcomes. This will provide regular review points to ensure guided progression.

This approach draws upon the established good practice already undertaken in universities, but with the advantage of employer support and the workplace context to help apprentices see the real-world application of their skills, knowledge and behaviours on an ongoing basis.

In practice, this means that:

Apprentices acquire skills, knowledge and behaviours via the modules and assessments provided by the university.Apprentices do not have to be assessed more than once in specific knowledge areas.

Individual modules will be assessed and must be passed in accordance with university regulations. This will ensure that the student is prepared and ready to undertake the Capstone project near the end of the programme and that will demonstrate successful outcomes against the skills, knowledge and behaviours.

Lectures and tutorials contain formative exercises to encourage students to experiment and gain practical experience. These will be staged throughout the modules and take the form of questions, programming tasks, presentations, short reports, MCQ and other forms as suitable. This is especially important as the students do not attend the University campus on a regular basis.

Progress meetings

Each student should report progress to his/her project supervisor via their fortnightly meetings.

Online Resources

Teaching and coursework assessment materials are made available on-line through the University’s virtual learning environment (Unilearn). These materials may be supplemented by each college’s virtual learning environment.

Modern computing laboratories provide access to specialist resources.

Each student has an academic e-mail account that is particularly useful when requesting support from teaching and tutorial staff.

Advice Centres

USW operates an Advice Zone to allow students to gain access to support services.

DDS Service

USW has a DDS Service that can agree an Individual Support Plan, this plan summarises the support that has been agreed for each student.

IT/Library

USW has a learning resource centre to support students, and provides access to textbooks, journals, on-line materials and equipment

Course Exit Points

Award Criteria Final
Bachelor of Science (with Honours) 360 credits of which at least 100 must be at Level 6 or above, 120 at Level 5 or above, 120 at Level 4 or above and no more than 20 at Level 3 Final
Certificate of Higher Education 120 credits of which at least 100 must be at Level 4 or above and no more than 20 at Level 3 Intermediate
Diploma of Higher Education 240 credits of which at least 100 must be at Level 5 or above, 120 credits at Level 4 or above and no more than 20 credits at Level 3. Intermediate

Progression Route

Students who successfully complete the degree course will be suitable applicants to progress to any Computing-based Masters level courses.If the award is a progression route for other courses, please specify which and where they are delivered:CourseMSc Computing and Information Systems, MSc in Data Science, MSc in Cyber Security and MSc in Computer Forensics.LocationUniversity of South Wales


Entry Requirements

Admission to the course is typically through the following qualifications:

The employer and university will seek to advertise widely, and USW will promote this programme through its network of FE partners as well as by the employer through public advert. There is also scope to explore how any future L3/4 apprenticeship provision in software engineering area could feed into a fast track route. We will seek to promote awareness of degree apprenticeships in this sector as an option via our schools and colleges outreach and local partnerships. We have already provided a generic briefing on degree apprenticeships to advisers at our annual conference.

Once the main award is up and running, we will work with the employer and our FE network to explore outreach to Schools and Colleges and the development of future progression pathways from lower level apprenticeships.

The arrangements for admissions will seek to ensure equality of opportunity for all applicants. It is expected that anyone admitted to the course should be able to fulfil the objectives of this particular course and achieve the required standard. Evidence will be required that applicants are able to meet the demands of the course.

Typical A-Level Offer

BCC - CDD (this is equivalent to 104-80 UCAS tariff points).

Typical Welsh BACC Offer

Pass the Advanced Welsh Baccalaureate Diploma with Grade C/D in the Skills Challenge Certificate and BC - CD at A Level (this is equivalent to 104-80 UCAS tariff points).

Typical BTEC Offer

BTEC Extended Diploma Distinction Merit Merit - Merit Merit Pass (this is equivalent to 112-80 UCAS tariff points).

Typical IB Offer

Pass the International Baccalaureate Diploma with higher grades of between 655-445 (this is equivalent to 112-80 UCAS tariff points)

Additional Requirements

GCSEs: The University normally requires a minimum 5 GCSEs including Mathematics and English at Grade C or above, or their equivalent but consideration is given to individual circumstances

Equivalent international qualifications are acceptable. In general, international applicants will need to have achieved an overall IELTS grade of 6.0 with a minimum score of 5.5 in each component.

Those without such qualifications are considered on an individual basis and a wide range of prior experience may be taken into account. Consideration for RPCL, RPEL and work-based learning is available within University procedures. In each case entry is judged on a reasonable expectation of the applicant successfully completing the course.

The company offering an apprenticeship will coordinate the recruitment process, in the case of Capgemini the process is outlined here: https://careers.uk.capgemini.com/apprentices/

If the application for a Degree Apprenticeship is shortlisted, they will be asked to complete a online Situational Strength Test to ascertain the applicant’s cultural fit. If they are successful, the next stage will be a Digital Interview which is a combination of written and video recorded questions. Next, they will be invited to an assessment centre on-site, consisting of an interview, micro exercises and a group exercise.

Planned Marketing is:

USW apprenticeship scheme focused web page on Capgemini site (akin to the Aston University degree apprenticeship)

School talks and attending apprenticeship events

Centre Apprenticeship event during Apprenticeship week, to invite schools to.

Leveraging third party social media channels e.g. Debut.


Inclusive Curriculum Statement

The University of South Wales operates a policy of inclusive learning, teaching and assessment to ensure that all students have an equal opportunity to fulfil their educational potential. Course teams will have considered ways of designing out any potentially disadvantageous element of courses during the course design process. However some specific needs may remain, details about how to apply to have your needs assessed can be found at: http://unilife.southwales.ac.uk/pages/3040-disability-and-dyslexia-service/


Addendum for Delivery at a Partner Institution

N/A


Methods Of Quality Standards

N/A


Quality Of Standards Indicators

N/A