POSTGRADUATE STUDY AND RESEARCH. Computing and. Computer Science. Mathematical Sciences

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1 POSTGRADUATE STUDY AND RESEARCH Computing and Computer Science Mathematical Sciences

2 In an increasingly technological world, there are great challenges and opportunities for professionals with advanced qualifications in computing. The Department of Computer Science can help prepare you for the career of your choice thanks to our wide range of taught Masters programmes and research degrees. Our courses aim to provide you with a fuller, systematic understanding of current and developing computer systems and technologies. You can also be confident that you will be taught and supervised by subject specialists in a vibrant and supportive environment. Classroom and lab-based activities, including lectures, seminars, tutorials and practical work, offer a varied and diverse range of postgraduate experiences. You will also be encouraged to attend seminars and locally held conferences, participating fully in the research culture of our Department.

3 Internationally-recognised expertise We promote and advance internationally leading research in a number of influential areas, including critical infrastructure protection, computer security, networked appliances, computer games, software engineering and computer science. Our research is co-ordinated via our PROTECT centre, with specialist labs and groups led by experts with international reputations in networking, computer games and cyber security. A supportive community We offer you a vibrant teaching and research environment, equipped with the latest facilities plus a supportive community of 1,100 undergraduates, MSc students plus more than 70 research students from over 20 countries worldwide. The Department employs over 40 highly qualified academic staff and is supported by teams of skilled technical and administrative staff. A modern computing environment In addition to University-wide IT facilities, you will have access to up-to-date specialist computing facilities within the Department itself. We have nine specialist teaching laboratories, with over 400 workstations, managed by a team of eight technical staff. We offer a range of desktop platforms from Windows to MacOS and Linux as well as mobile platforms, such as ios and Android. We also offer a cloud environment and virtualisation systems for specialist applications. We are a licensed Sony PlayStation developer and have PS4 and Vita development kits. Our research laboratories are fitted with air conditioning, ergonomic seating and category 2 lighting, plus state-of-the-art design technology for a modern computing environment. City centre facilities The Department of Computer Science is located on the 6th and 7th floors of the Byrom Street complex in LJMU s City Campus, right in the heart of Liverpool city centre. In addition to specialist computing facilities, Byrom Street has a large Starbucks café, social spaces plus high quality meeting and seminar rooms and lecture theatres. The Avril Robarts Library is open 24/7 during semesters and is also just minutes away on Tithebarn Street. Research excellence We are proud of our growing research reputation and have a long-standing history of working with local, regional and national industries through student placements, research, consultancy, short course activity and Knowledge Transfer Partnerships. We have a number of collaborative partnerships both locally and internationally. The Department has a rich research base and in the latest research assessment (REF2014) 48% of our research was ranked as being internationally excellent, with 80% of our research rated as high impact in terms of reach and significance. To further advance our world leading research, we established a Research Centre for Critical Infrastructure Computer Technology and Protection (PROTECT). This centre brings together researchers from a number of areas, including computer networks, network security, computer games technology and software engineering, to address emerging research challenges associated with the protection of critical infrastructure systems.

4 Advanced Computer Studies MSc If you want to develop combined expertise in computer forensics and computer security, software engineering with computer science, or any combination of these areas, this flexible taught masters course enables you to create a programme that meets your specific needs. At a glance n Delivered by academics active in research n Access to 6 million state-of-the-art laboratories and teaching facilities n Flexible programme allows you to tailor your studies to meet your specific career requirements n Carry out a novel research project in an area of your choice n Excellent career prospects Why study this course at LJMU? The practical training on this well-respected Masters course produces highly sought after experts capable of thriving in today s highly evolving business world and in academia. The modular and flexible approach is ideal if you want to combine two topics from our Masters portfolio. During your studies you will have access to our professional standard equipment and facilities. You will also be encouraged to attend Departmental seminars and locally held conferences, and to participate in LJMU s dynamic research environment. Programme outline and structure This Masters offers the opportunity to create a bespoke course by combining optional areas of study from two specialised programmes This flexible course aims to provide you with a fuller, systematic understanding of current and developing computer systems and technologies. You will explore the issues surrounding computer systems in different industrial contexts and develop advanced expertise and interest in areas which are relevant to your work. You will also develop a comprehensive understanding, critical awareness and ability to conduct evaluation of current research issues. Key topics Please see guidance on modules for further information on what you will study. n Research methods n Project dissertation n Advanced software engineering concepts n Real-time systems n Software engineering development workshop n Usability engineering n Advanced data structures and algorithms n Research topics in computer science n Computation theory n Information and social networks n Software development with Java n Computer forensics n Computer systems technology n Management of e-business n Computer security n Database design and technology n Advanced topics in network security n Advanced topics in computer forensics n Network forensics n Computer networks Graduate employment This Masters degree will also enhance your transferable skills, such as IT, problem solving, report writing, giving presentations and working in teams. These skills are highly regarded by employers in a range of sectors. Graduating from this course is excellent preparation for roles in application development, project management and IT management. It is also a good foundation for further study at PhD level. n Full time (1 year) Entry requirements: You will need a degree in Computing or a Computing-related subject, including subjects with a significant core of computing OR a degree equivalent professional qualification OR DipHE or HND plus a minimum three years relevant professional experience. Non-UK applicants also need a minimum IELTS score of 6.0. Applicants who have achieved a UK degree within 24 months of the start of the MSc are exempt from this requirement. This programme s modular and flexible approach is ideal if you want to combine topics from different programmes in our computing Masters portfolio.

5 Computer Forensics MSc Study the latest forensic skills and methods on this popular Masters course and carry out an extensive research project to increase your systems expertise. At a glance n Course delivered by academics active in research n Carry out a novel research project in an area of your choice n Benefit from high quality teaching and excellent learning resources n Access to 6 million state-of-the-art laboratories and teaching facilities n Enjoy excellent career prospects Why study this course at LJMU? Computer crime is increasingly sophisticated and there is growing demand for computing professionals with the expertise to investigate it effectively. During this degree, you will develop the advanced knowledge and experience of current forensic tools and methods required to succeed in this field. Plus you will have access to state-of-the-art laboratories and teaching facilities. Graduate employment Computer Forensics Analysts are in high demand as technology becomes pervasive and computer crime has become more widespread. There are opportunities in both public and private sectors. Graduating from this course is excellent preparation for applying for roles in computer forensics analysis, computer security consultancy, data analysis, data recovery, data mining, forensics applications development, intelligence, developing security or computer forensics strategies and IT project management. Programme outline and structure Completing this masters degree will equip you with a range of skills that can be used for the retrieval of computerbased information for criminal investigations. This course aims to provide you with a fuller, systematic understanding of current and developing computer forensics technologies, helping you to gain a comprehensive, in depth knowledge of the wide ranging issues involved in the implementation of computer forensics investigations. You will also learn about security and legal, ethical and privacy requirements, as identified by advanced research in the area and develop effective management skills to implement investigations within organisations and law enforcement. Key topics Please see guidance on modules for further information on what you will study. n Project dissertation n Research methods n Information and social networks n Computer forensics n Network forensics n Advanced software engineering concepts n Advanced data structures and algorithms n Software development with JAVA n Computer security n Full time (1 year) Entry requirements: You will need: an Honours degree in Computing or a related subject (with a significant core of computing), OR a professional qualification with equivalent standing. Non-UK applicants will need to demonstrate competence in English language equivalent to a minimum IELTS score of 6.0. Applicants who have studied and successfully achieved a UK degree within 24 months of the start of the MSc are exempt from this requirement. This degree is informed by ongoing LJMU research.

6 Computer Network Security MSc Become a network security expert on this research-informed Masters course. Carry out an extensive research project and gain crucial technical skills at a professional level. At a glance n Learn from academics active in research n Carry out a research project in an area of your choice n Work in 6 million state-of-the-art laboratories and teaching facilities n Enjoy excellent career prospects Why study this course at LJMU? In an increasingly technological world, there are great challenges and opportunities for professionals with advanced qualifications in computing. This programme provides you with the opportunity to enhance your career prospects and become a network security professional. You ll gain advanced, research-based knowledge and skills in computer network security and its applications. Graduate employment Studying computing enhances your transferable skills, such as IT, problem solving, report writing, giving presentations and working in teams. These skills are highly regarded by employers in all sectors. You will enjoy career opportunities in a number of areas including secure networked systems development, secure electronic/mobile commerce applications development, secure middleware development, networked systems security management, computer crime detection, mobile devices protection, network security consultancy, and further study for PhD. Plus, you will have access to professional standard equipment and facilities. Programme outline and structure Completing this programme will provide you with the opportunity to explore the issues surrounding computer and network security in industrial contexts. You will also develop a comprehensive understanding, critical awareness and ability to conduct evaluation of current research issues and work with originality in applying analytical, creative, problem solving and research skills. Learning how to apply a range of tools and techniques, and developing a clear understanding of how to effectively and creatively manage computer network security will put you in an excellent career position when you graduate. Key topics n Full time (1 year) Entry requirements: You will need: an Honours degree in Computing or a related subject (with a significant core of computing) OR a professional qualification with equivalent standing. Non-UK applicants will also need to demonstrate English language competence equivalent to an IELTS score of 6.0. Applicants who have studied and successfully achieved a UK degree within 24 months of the start of the MSc are exempt from this requirement. Please see guidance on modules for further information on what you will study. n Project dissertation n Research methods n Computer security n Advanced topics in network security n Computer networks n Network security n Advanced software engineering concepts n Advanced data structures and algorithms n Software development with JAVA n Computer forensics I gained knowledge and experience to apply my skills practically, solve real-world problems and work seamlessly as a team member. Koh Song Sang, recent graduate

7 Computer Science MSc Study cutting-edge developments in computing solutions on this excellent Masters degree and learn how to critically evaluate algorithms and tools, and design innovative software solutions. At a glance n Learn from academics active in research n Carry out a research project in an area of your choice n Access to 6 million state-of-the-art laboratories and teaching facilities n Explore a curriculum informed by ongoing research and links with employers n Enjoy excellent career prospects in areas such as systems design Why study this course at LJMU? Computer science continues to evolve at a rapid speed, leading to new technology and a whole host of employment opportunities. Specialising in this exciting field will provide you with advanced knowledge, cutting-edge skills and a sound basis for an academic career in this popular subject. Plus you will have access to state-of-the-art laboratories and teaching facilities. Our academic staff are leaders in their research fields and will provide you with a platform to enter technology competitions, attend conferences and further your research opportunities. As a graduate you will be able to join an increasing network of leading professionals in the industry. Key topics Please see guidance on modules for further information on what you will study. n Project dissertation n Research methods n Advanced data structures and algorithms n Research topics in computer science n Computation theory n Information and social networks n Advanced software engineering concepts n Software development with JAVA n Computer forensics n Computer security Graduate employment Specific roles for graduates may involve: designing and building software; developing effective ways to solve computing problems, such as data storage and communications over networks or providing new security solutions; creating novel mechanisms for improving the way that computers are used; helping solve some of the most challenging problems facing science and technology advancement. Programme outline and structure There is an increasing need for Computer Scientists with a thorough grounding in the practices and disciplines of the computing. This MSc will provide you with the skills and knowledge to respond and adapt to new technologies and new ideas. You will learn how to devise and develop innovative and accurate solutions to complex and challenging problems, critically evaluate algorithms and use tools and techniques in computing to design effective and safe complex software solutions. The course will provide you with a fuller, systematic understanding of current and developing computer science and help you to explore the issues in industrial contexts. n Full time (1 year) Entry requirements: Applicants will normally require an Honours degree in Computing or a Computing-related subject, including subjects with a significant core of computing, or professional qualifications with equivalent standing. Non-UK applicants must demonstrate a competence in English language equivalent to a minimum of IELTS 6.0. Applicants who have studied and successfully achieved a UK degree within 24 months of the start of the MSc are exempt from this requirement The expert lecturers introduced me to academic research during my MSc studies. I want to continue my research and inspire the next generation of researchers. Robert Hegarty, recent graduate

8 Computing and Information Systems MSc This course focuses on the technological aspects of hardware and software and offers the perfect opportunity to study the latest innovations in this area. At a glance n Programme delivered by academics active in research n Carry out a novel research project in an area of your choice n Access to 6 million state-of-the-art laboratories and teaching facilities n Enjoy excellent career prospects in areas such as project management, system design and IT management Why study this course at LJMU? New advances in techniques and developments in areas such as mobile computing, co-operative working and distributed software projects are becoming ever more important. The Department of Computer Science has the academic staff, facilities and programmes you need to accelerate your career progression in these dynamic industries. During your studies, you will have access to our 6 million state-of-the-art laboratories and teaching facilities. Plus our academic staff are leaders in their research fields and will provide you with a platform to enter technology competitions, attend conferences and further your research opportunities. Programme outline and structure This MSc focuses on the technological aspects of hardware and software systems, together with a study of operational and managerial environments. As such, you will be able to combine your technical skills with an understanding of information technology and its management. The course aims to provide you with a fuller, systematic view of current and developing computer technologies and help you to explore the issues surrounding the management of information technology in business and industrial contexts. Key topics Please see guidance on modules for further information on what you will study. n Project dissertation n Advanced software engineering concepts n Research methods n Computer systems technology n Management of e-business n Database design and technology n Advanced data structures and algorithms n Software development with JAVA n Computer forensics n Computer security Graduate employment This course offers more than an education in your chosen specialist subject. It will also enhance your transferable skills, such as IT, problem solving, report writing, giving presentations and working in teams. These skills are highly regarded by employers across all sectors. You can expect career opportunities in roles such as e-commerce application development, software system analysis/programming, project management, IT management, software quality assurance and system design. You will also be qualified to carry out further research via an MPhil/PhD. n Full time (1 year) Entry requirements: You will need: an Honours degree in Computing or a related subject (with a significant core of computing) OR a professional qualification with equivalent standing. Non-UK applicants will also need to demonstrate English language competence equivalent to an IELTS score of 6.0. Applicants who have studied and successfully achieved a UK degree within 24 months of the start of the MSc are exempt from this requirement. The modules are delivered professionally, clearly and matched student expectations. Recent graduate

9 Computing (Distance Learning) MSc This distance learning course covers the latest thinking in computing research and business processes. You can spread your learning over two to four years and complete it while working full time. At a glance n Control your own learning environment and timetable n Access to online module discussion areas n Benefit from dedicated student support which is central to course delivery n Enjoy enhanced career opportunities in secure networked systems development, business systems analysis, software development and computer systems engineering Why study this course at LJMU? This distance learning programme offers a convenient way for you to gain a Masters degree which is applicable to many rapidly developing and emerging sectors within the computing industry. This part-time online course has been developed so that you can fit your studies around your other commitments. The flexible mode of study will allow you to work independently, controlling your own learning environment and timetable. You will also benefit from guidance and support from our dedicated and skilled academic team. Programme outline and structure This course is designed to enable you to gain the computing expertise, practical problem solving knowledge and analytical skills increasingly required by most employers. The programme is structured to provide an excellent grounding in the latest thinking and developments in computing research and business processes. You will be able to personalise the programme to your own employment or interests. There are three possible routes to the award, which enable you to specialise in: n Computing and ICT n Network Security n Information Systems. Key topics Please see guidance on modules for further information on what you will study. n Software n Engineering technology n Research methods n Database systems n Computer networks n Project n Computer security n Network security n Entrepreneurship and e-business n Business systems: analysis and design n Human computer interaction n Software development Java Graduate employment Graduates frequently take up careers in secure networked systems development, secure middleware development, networked systems security evaluation, network security management, business systems analysis, information system development and management, software development and computer systems engineering. This course can also form the foundation for further research by PhD. n Distance learning (2-4 years) Entry requirements: You will need: an Honours degree in Computing or a related subject (with a significant core of computing) OR a professional qualification with equivalent standing. Non-UK applicants will need to demonstrate competence in English language with a minimum IELTS score of 6.0. Applicants who have studied and successfully achieved a UK degree within 24 months of the start of the MSc are exempt from this requirement. You can choose to specialise in computing and ICT, network security or information systems.

10 Cyber Security MSc Enhance your scientific, engineering and technical skills by completing this Masters course, which has a strong emphasis on independent study and will prepare you for a challenging career in this fast-paced sector. At a glance n Aligned with the Government s professional practitioner benchmark for Cyber Security Masters-level study n Informed by the latest research and industry liaison n Dedicated personal tutor support n Enjoy excellent career prospects Why study this course at LJMU? This MSc has been developed following extensive consultation with industry and government and feedback from the Department of Computer Science s industrial liaison panel. Aligned with the Government s professional practitioner benchmark for Cyber Security Masters-level study, the course is designed to equip you with advanced skills in the theory, practice, tools and applications necessary for a career in cyber security. Graduate employment Graduates will be highly sought after by companies employing ethical hackers, secure software developers, computer security consultants, network or system administrators and data analysts. You could find yourself working in one of a wide variety of fields including data mining, security applications development, the police, intelligence, security or computer forensics initiatives, network security management or education. Our graduates have found employment with many highprofile organisations including: Barclays, Shop Direct, MBNA, Unilever, Sony, TT-Games, Lucid, Eli Lilly, Merseyside Police, Oracle and Microsoft. Programme outline and structure Our academic team have designed the programme to enhance your scientific, engineering and technical skills as well as promoting a wider understanding of the business and social context of security. From the moment you enrol at LJMU, you will be allocated a personal tutor who will work with you on developing the ability to learn independently in readiness for your research project. Key topics Please see guidance on modules for further information on what you will study. n Computer security n Network security n Practical system administrator security n Secure software engineering n Information security management n Research methods n Project dissertation n Full time (1 year) Entry requirements: You will need a minimum 2:1 Honours degree in Computing or a related subject or degree equivalent professional qualifications. If you have nonstandard entry qualifications, relevant industry experience or certification, you are also encouraged to apply. International Students also need an IELTS score of 6, with a minimum of 5.5 in each component, or equivalent. Independent study accounts for around 70% of your weekly study time on this programme.

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13 Software Engineering MSc Gain advanced skills in the theory, practice, tools and applications necessary for the design, management and deployment of computing systems. At a glance n Learn from academics active in research n Follow a curriculum informed by ongoing research and links with employers n Access to 6 million state-of-the-art laboratories and teaching facilities n Enjoy excellent career prospects in areas such as systems design Why study this course at LJMU? Software engineering is the art and technique of developing and maintaining software systems that are reliable, efficient, maintainable and affordable. This course provides you will the ability to develop high-quality creative software products and produce elegant technical solutions. Our academic staff are leaders in their research fields and will provide you with a platform to enter technology competitions, attend conferences and further your research opportunities. Plus you can expect to receive expert support and have access to excellent facilities during your studies. n Computation theory n Computer security n Computer forensics n Network forensics n Computer networks n Database design and technology n Computer systems technology n Management of e-business Graduate employment There is great demand for highly skilled, effective Software Engineers capable of working in commercial and scientific software development teams. Careers typically involve problem modelling and analysis, software design, software verification and validation, software quality, software process, software management and related activities. Graduates have secured professional roles with BT, Marconi Communications, Seagate, Unilever, Littlewoods, Tubedale Communications, Chance & Hunt, Eli Lilly, and Fraser Williams. Programme outline and structure This MSc focuses on contemporary software technologies. You will learn to be critically aware of current and developing principles and practices within software engineering and develop conceptual and practical knowledge in the field. Applying a range of advanced tools and techniques, you will gain experience in developing complex computerbased systems. You will also be able to analyse a range of development domains and understand how to effectively and creatively manage software development. Plus you will study current research issues at an advanced level and develop effective methodology skills to carry out your own original research. Key topics Please see guidance on modules for further information on what you will study. n Research methods n Software engineering concepts n Usability engineering n Software engineering development workshop n Real time systems n Project n Advanced data structures and algorithms n Advanced topics in computer science n Information and social networks n Distance learning (2-4 years) Entry requirements: You will need: an Honours degree in computing or a related subject (with a significant core of computing) OR a professional qualification with equivalent standing. Non-UK applicants also need to demonstrate competence in English language with a minimum IELTS score of 6.0. Applicants who have studied and successfully achieved a UK degree within 24 months of the start of the MSc are exempt from this requirement. The opportunity to engage in research and development during my MSc studies was interesting and very motivational. It allowed me to develop skills which I have come to rely on in my career as a researcher and academic. Recent graduate

14 Research Opportunities (MPhil/PhD) n Full time or part time MPhil (minimum 12 months, maximum 48 months duration) n Full time or part time PhD (minimum 24 months, maximum 84 months duration) n An opportunity for research in a highly-rated and supportive research environment If you are considering a MPhil/PhD, the Department of Computer Science offers expert supervision plus the opportunity to join a thriving and supportive research environment. Our students are viewed as a valued and integral part of our research community. We are proud of our growing research base and reputation, which is founded on advanced research and application development; increasing research income and our long-standing history of national and international collaborations with other academic institutions and industry partners. We welcome all doctoral students to attend and contribute to the Department s extensive seminar programme, which attracts speakers both from within LJMU and other higher education and research institutions across the UK and internationally. Staff and students also widely disseminate their research findings through participation at key international research gatherings and publication in peer-reviewed journals. Expert supervision is offered in the following areas: computing science; network and information security; critical infrastructure protection; networked appliances; computer games; technologies; serious gaming; internet of things; distributed and autonomic software engineering, applied computing; neural computation and allied computing. We also offer you excellent facilities for research, including specialist laboratories with state-of-theart hardware and software, a stimulating working environment, and excellent student support and supervision which are all key to the successful completion of your MPhil/PhD. For more information on the Department s research, please visit:

15 Tuition Fees The following 2015/2016 full and part-time annual tuition fees should only be used as a guide. You are advised to contact LJMU for up-to-date course fees. Further information is also available online at: ljmu.ac.uk/courses/postgraduate or ljmu.ac.uk/international for international applicants. Home/EU applicants International applicants English for Postgraduate 30 week course: 9,000 Studies courses 20 week course: 6, week course: 3,600 6 week course: 1,800 Taught postgraduate programmes Full time: 5,500 12,000 (PgCert, PgDip, LLM, MA, MSc, MRes) Part time: per credit Fees vary depending on whether you are (Masters programmes consist of studying a class or lab-based programme. 180 credits) Research degrees Full time: 3,845 11,000-12,000 MPhil/PhD Part time: 1,923 Writing up: 360 Postgraduate Loans The Government recently announced that it would be launching a new postgraduate student loan scheme from 2016 onwards. These new loans are expected to provide funding of up to 10,000 for new postgraduates under the age of 30 enrolling on taught masters degrees. Details on eligibility criteria, repayment plans and how to apply for these loans have not yet been announced but will be published on the LJMU website as soon as these details are released (ljmu.ac.uk). Alumni Award Final year undergraduates and alumni of the University are eligible to apply for a 15% reduction in their postgraduate tuition fees if they choose to progress to a higher degree programme at LJMU. Both home and international LJMU students and alumni can apply for the Award (subject to eligibility criteria). Go to: ljmu.ac.uk/postgraduate for more details. PhD Scholarships Support for full-time three year studentships is available via our LJMU PhD Scholarship scheme. Studentships are available for applicants in all disciplines where excellent research is being performed. n Fully-funded three year PhD Scholarships comprise: annual fees (currently 3,845 per year), a contribution towards running costs ( 1,500 per year) plus an annual stipend ( 13,863 per year, normally awarded tax free). n Fees-only Scholarships are also available. All applications for PhD Scholarships must be submitted via your future Director of Studies. The number of Scholarships available is limited. For more details on eligibility criteria and how to apply, please contact the Graduate School: ljmu.ac.uk/rgso Please note: international, part-time and MPhil students plus those completing Professional Doctorates are not eligible for support under these schemes. International Scholarships LJMU offers a range of scholarships for international applicants accepted onto taught masters programmes (excluding distance learning programmes) and research degrees. These scholarships take the form of tuition fee waivers. Current LJMU international students and alumni interested in pursuing postgraduate study and research at the University are eligible to apply for these scholarships along with new applicants. For full eligibility criteria and details on how to apply, go to: ljmu.ac.uk/international English for Postgraduate Studies Bursary A Bursary is also available for international students who must complete the six week English for Postgraduate Studies course to improve their IELTS score by 0.5 prior to enrolling on their postgraduate course or research programme at the University. This course is run by LJMU s International Study Centre: ljmuisc.com This Bursary is worth 700 and takes the form of a tuition fee waiver, which will be deducted from your tuition fee when you progress onto your Masters degree or research programme. You do not need to complete the online scholarship application form to receive this Bursary. Please note: If you are awarded this Bursary you are not eligible to apply for an international scholarship. Further Guidance The information listed in the section entitled Key Topics is an overview of the academic content for each programme that will take the form of either core or option modules. Final details of modules will be made available prior to formal enrolment for the academic year 2016/2017. Please contact courses@ljmu.ac.uk if you require further guidance or clarification.

16 Contact for further information Faculty of Engineering and Technology Admissions Team tel: +44 (0) Visit: ljmu.ac.uk or connect with us on Twitter PG154