A Review Of The Digital Skills Gaps In The Advanced Manufacturing .

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A Review of the Digital SkillsGaps in the AdvancedManufacturing IndustriesAuthorDr Martin StantonLecturer in Computing and Deputy IoC Lead, Manchester Metropolitan UniversityDr Christian SpenceReader in Economic Analytics and Head of Future Economies Analytics

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Contents4Executive summary51. Introduction62. The Advanced Manufacturing Sector83. The Digital Skills Gap104. Technology Trends In Advanced Manufacturing105. Analysis of Digital Skills Gaps146. Supply of Digital Skills to the Sector207. Conclusions and Recommendations22References26Appendix A - Technology Trends in Advanced Manufacturing29Appendix B - Higher Education Approaches to Digital Skills36Appendix C - Skills Matrices from the Made Smarter Review3

Executive summaryThe purpose of this report is to analyse the Digital Skills Gapsin the Advanced Manufacturing Industries, in order tounderstand how the Institute of Coding, and Higher EducationInstitutions delivering computer science, can help to closethese skills gaps by providing up to date and relevant HEprogrammes at Level 6 and Level 7.The existing digital skills gaps are examined per sector, andsome discussion of the ways in which the HEIs, and othersproviders, are addressing the skills gaps. This includes someconsideration of models of delivery, asking the importantquestion as to whether current university provision is flexibleand agile enough to affect any meaningful change.Advanced Manufacturing is the combination of information,technology and people, to add value to a manufacturingbusiness or sector.Closely related to ideas such as SmartManufacturing, Industry 4.0, and Industrial Digitalisation,Advanced Manufacturing builds on the agile, flexible andcomputer integrated manufacturing of the last 20 years.Finally some recommendations are made for universities, andfor employers. These focus around the need for adequatecommunication between HEIs, government, and employers,the need for flexible delivery, the requirements for workplacelearning of various types, and the need for coursedevelopment to be agile, thus being able to respond to fastchanging needs. There is also the importance of addressinglocal needs, by co-development with other local stakeholders,such as local government, chambers of commerce and LEPs .Advanced manufacturing goes beyond traditionalmanufacturing, such as turning, milling, drilling, for example,using laser processing multiple axes machining with betteraccuracy on machining, improved process control, and lessvariation from part to part. It also encompasses measurementand analysis of the product, and software systems also help toadvance the manufacturing process, for example bringingtogether CAD and CAM.Advanced Manufacturing is applied in a range of sectors, fromAerospace to Wireless Technologies.This report is an analysis of the skills gaps in the UK’sAdvanced Manufacturing Sector. It examines a range ofprevious reports in order to understand digital skills gaps andlooks at ways in which they are being filled. It defines some ofthe main features of the sector, and discusses digital skills,and some of the reports that have already been undertaken inthis area. It examines a total of 46 technology trends that areassociated with the advanced manufacturing sector, all ofwhich require some level of digital skills.The report includes some discussion around the different waysin which digital skills are defined, considering basic digitalskills vs hard/advanced digital skills. It is generally consideredthat advanced digital skills are required to fill the digital skillsgaps in advanced manufacturing, and these will be obtainedby studying for a degree level qualification (either throughUniversity Degree or Degree Apprenticeship), although somecan be achieved at level 4 or 5. The skills gaps are not staticand education providers need to be prepared to deal withrelatively rapid changes in order to continue to address theskills gaps of the future.4As in any analysis of skills gaps, there is no silver bullet, but itis clear from this research that there is a demand for digitalskills by employers, and a willingness for HEIs to developrelevant courses to provide these skills, there are alsosufficient numbers of HEIs in the Institute of Coding to makean impact. Whilst there is a need for some increased flexibilityagility, the right types of training and education exist in orderto meet the skills gaps in the short term and in the longerterm, and it is a combination of all of these approaches thatwill go some way to addressing the problem.Note:The original report by Conbrio Associates was a desk basedsurvey, and represents a snapshot of the AdvancedManufacturing Sector as of August 2019. Much has happenedin the world since then and we face a significant challenge toour economy as we recover from the Covid-19 Pandemic.Much of what we do as educators and trainers is to providethe skills necessary to grow the economy of our nation, andtherefore the work to be carried out in AdvancedManufacturing needs to be seen as an opportunity to have apositive impact on an economy that has changed dramaticallyin just a few months.

1. IntroductionThis report presents a summary and analysis of the evidencecollected and produced in a report carried out by ConbrioAssociates in August 2019, on behalf of the Institute ofCoding and Manchester Metropolitan University (Conbrio,2019).Finally the report makes some recommendations as to whatnow needs to be done in order to have a serious impact onreducing the skills gap, not least of which is maintaining anactive perspective on the needs of employers and thecreation of courses to match these needs.The report starts by analysing the term Digital Skills, andsome of the contexts in which it is used, with a particularemphasis on the advanced manufacturing sector. It thengoes on to provide a summary of what is generallyconsidered to be the advanced manufacturing sector lookingat what advanced manufacturing is defined as, and some ofthe technology trends that appear to make up the sector.The aim of the report is to examine what constitutes thedigital skills gaps in Advanced Manufacturing, and to relatethese to the provision of digital skills education in computerscience at HEIs. It will also consider other mechanisms forclosing these skills gaps.Later in the report there is an examination of the evidencepresented in a number of papers, articles and reports relatingto the current digital skills gaps. It looks at the courses beingoffered by universities and other ways in which the HE sectoris looking to address the skills gaps. There is someinteresting comparison made between the technology trendsand the courses being offered by universities, based on theirtitles, both at undergraduate and postgraduate levels.5

2. The Advanced Manufacturing SectorThe term “Advanced Manufacturing” has been defined slightlydifferently by a number of commentators and researchers.However, Paul Fowler’s (2010) definition of AdvancedManufacturing ‘Entities’ is commonly repeated. He is cited asstating that an advanced manufacturing entity is one that:“makes extensive use of computer, high precision, andinformation technologies integrated with a highperformance workforce in a production system capable offurnishing a heterogeneous mix of products in small orlarge volumes with both the efficiency of mass productionand the flexibility of custom manufacturing in order torespond quickly to customer demands.” (IDA, 2010)Any definition needs to be technology agnostic, as thetechnologies applied will change rapidly with time. There is,however, a focus on technology and skills in most definitions, andthese are the main focal points of this report. The skills will notalways be technical, and the workforce of the future needs to beas agile and adaptable as the sector in which it is employed.For the purpose of this report, we define the family of high techor medium-high tech industries that utilise advancedmanufacturing in mid 2019 as including: Aerospace; Electrical,Electronics and Computing; Healthcare/Pharmaceutical;Automotive; Energy; Military and Defence; Construction andInfrastructure; Food and Drink; Oil and Gas; Chemicals. This isnot an exhaustive list but is certainly representative, showingthe breadth of manufacturing that digital skills are being appliedto. Textiles may also be considered an important industry, givenit’s key role in the fashion industry and the scale of pollution itproduces. We are looking at the skills required to apply digitaltechnologies to the manufacturing princess, and the applicationof digital skills to produce high tech products.The Fourth Industrial RevolutionThe fourth industrial revolution, also referred to as “Industry4.0” and “i4.”, is defined by a report by McKinsey (Baur andWee, 2015):“.the next phase in the digitisation of the manufacturingsector. It is driven by several factors: the rise in datavolumes, computational power, and connectivity; theemergence of analytics and business intelligencecapabilities; new forms of human-machine interactionsuch as touch interfaces and augmented reality systems;and improvements in transferring digital instructions tothe physical world, such as advance robotics and 3Dprinting. (Baur and Wee, 2015)The report also suggests that change is happening 10 timesfaster and at 300 times the scale, when compared with the firstindustrial revolution.Industry 4.0 is also defined by Henrick von Scheel, whodescribes it as “the most disruptive period in human history”where the digital, physical and virtual worlds collide (also referredto as cyber-physical systems. He suggests that we are in the 2ndof three waves, where AI, blockchain and 6G communicationsare some of the key enabling technologies (von Scheel, 2020).6The Boston Consulting Group (Gerbert, et al, 2015) describenine technologies that they believe are transforming industrialproduction. These include augmented reality, big data analytics,cybersecurity and cloud computing.The earlier definition of Advanced Manufacturing focuses onmanufacturing itself, rather than some of the wider technologiesthat Industry 4.0 has picked up on, such as the use ofAugmented Reality and Digital Twins for factory layout, orsupporting service and maintenance. It is clear that ourdefinition of Advanced Manufacturing and subsequent analysismust include Industry 4.0 and its enabling technologies.Smart Manufacturing/Cyber-Physical SystemsThe manufacturing element of the fourth industrial revolutionhas been termed “smart” manufacturing, or cyber-physicalsystems, where machines collaborate with humans, ratherthan simply being controlled by them. It can also includesituations where machines make use of AI or MachineLearning to “think” for themselves, or are autonomous, but itis digitally-sophisticated humans who ultimately create thetechnologies and the programs that drive them. Smartmanufacturing makes extensive use of technologies such assensors, big data, simulation, digital twins and the Internet ofThings (Conbrio 2019). There is also extensive use of thecloud, and cyber-physical systems require fast communicationtechnologies, such as 5G.“Smart factories” are those that incorporate the variousfacilitators of the fourth industrial revolution, or Key EnablingTechnologies (EC, 2016) . They often feature shorterproduction runs, more complex machines and closerintegration with supply chains. They may attract customerswhose requirements might change at irregular intervals andwith short notice. Typical applications are cited as including:“computer-aided design (CAD), computer-aidedengineering (CAE), flexible machining centres, robots,automated guided vehicles, and automated storage andretrieval systems. These may be linked bycommunications systems (factory local area networks)into integrated flexible manufacturing systems (FMS) andultimately into an overall automated factory or computerintegrated manufacturing system (CIM).” (OECD 2012)

DigitalisationDigitalisation is the application of digital technology and datato transform operations and add value to a business (Ezell,2019). The Heart of The South West LEP (HoSW, 2018) makesreference to digitisation and digital skills stating that:“Digital technology is creating the need to completelyre-engineer businesses requiring firms to make changesto their organisations, skillsets, processes and introducenew systems and new business models. This makesdigital transformation a challenge for many firmsespecially those without the necessary skills in themanagement and leadership teams.”Industrial Internet of Things (IIoT)The Industrial Internet of Things (IIoT) is the application of IoTtechnologies and concepts to an industrial setting, taking intoaccount the particular needs of industry as opposed to theneeds of consumer, domestic and business settings (Boyes, etal 2018). IIoT applies across a range of industry sectors,including manufacturing, and is enabled by the use oftechnologies such as cybersecurity, cloud computing, Edgecomputing, big data analytics, AI and machine learning.7

3. The Digital Skills GapThe term digital skills is used in different ways and can cover awide range of skills and activities. When employers speak ofdigital skills they will often include soft skills, and may bereferring either to basic digital skills or sector specific,advanced digital skills (Kispeter 2018). Many of the reportsand articles do not elaborate.In 2017 the British Chambers of Commerce reported that,whilst UK firms felt that digital skills were becomingincreasingly important to their business, more than 75% ofthem faced a shortage of digital skills. The most commonlyrequired skills were: basic computer skills communicating and connecting through digital channels management of digital information (BCC, 2017)Defining Digital SkillsThe OECD (2012) suggests that four types of digital skills arenecessary in the workplace: ICT generic skills - the use of digital technologies forprofessional purposes, such as accessing information onlineor using software;Hard Basic Skills Service orientation, system analysis and operation monitoring Mathematics, Science, Complex problem solving andLearning strategies Quality control analysis, systems evaluation andtroubleshootingInnovation and Business Skills Australia (IBSA, 2018) quote theBoston Consulting Group, which considers that “workers willneed to combine the knowledge related to a specific job orprocess, with IT competencies ‘that range from basic (usingspreadsheets and accessing interfaces) to advanced (applyingadvanced programming and analytics skills)’.The BCG also notes that simple tasks will be taken over byrobots as factories and supply chains become increasinglydigitised; and that humans will need the skills to oversee thesetasks. (IBSA, 2018)Hard Digital SkillsLinkedIn Learning (LinkedIn Learning, 2019) list the skillspeople are asking for, dividing them into soft and hard skills.Their top five “hard skills” are mostly digital skills:1. Cloud Computing ICT specialist skills - skills needed for the production ofinformation technology products and services (such asprogramming, developing applications, managing networks;2. Artificial Intelligence ICT complementary skills - skills for performing tasksassociated with the use of ICT, such as informationprocessing, self-direction, problem-solving andcommunication;5. UX Design Foundation skills - digital literacy, emotional and social skillsenabling the use of digital technologies.Drawing on results from their annual survey of enterprises,Manufacturing Skills Australia (IBSA, 2018) identified a similarset of four major skills needs for the manufacturing sector.They suggest that the in demand employability skills can bedivided into soft basic skills, and hard basic skills. Thedistinction seems to be the specific nature of the hard skills,and the more generic nature of the soft skills. None of theseare specifically digital skills, but they are skills that we wouldexpect a skilled practitioner to possess, and these would bethe Foundation skills described by the OECD (2012).Soft Basic Skills ICT generic skills - the use of digital technologies for Socialperceptiveness and instructing3. Analytical Reasoning4. People ManagementThis is updated for 2020 (LinkedIn Learning, 2020) andincludes Blockchain as the most important, and peoplemanagement dropping out of the top 5. This demonstrates thepublic perception of the in demand digital skills across a rangeof employers (not just advanced manufacturing). These listsare not specific to manufacturing but are of interest as theyshow that there is a crossover with the digital skills beingsought by manufacturing organisations.Looking at some of the specialist skills and complementaryskills, a report from the Heart of the Southwest LEP listed thefollowing jobs being identified by employers as being in thegreatest demand (HoSW, 2018): Data scientists Software engineers UI/UX designers Strategic skills for digital transformation Speaking and management of personnel resources Senior java developers Monitoring, supervision, coordination and time management Azure skills Critical thinking, judgement, negotiation and persuasion Cyber security staff Reading comprehension and quality control analysis Data analytics Active listening Experienced staff in cloud integration Writing Computational Fluid Dynamics (CFD) CAD and Computer Aided Engineering (CAE)8

The Made Smarter Review is a significant piece of researchthat is reflected by much of what is in this report. The reviewproduced a skills matrix for currently used technologies,currently required technologies, and future requirements. Thesewere developed as a result of interviewing individuals in theadvanced manufacturing industry, and it should be noted thatthey indicate it is a snapshot that should be regularly updated.The main areas where digital skills can be identified in theexisting skills matrix are listed here but, arguably, all of thoseskills include some elements of digital skills: Software developmentData ProcessingSystems Development (robotics)PLC ProgrammingSystem installation and setupHowever, when looking at the in demand skills, and futureskills, there is a clear shift to digital skills, and these give agood indication of where the industry believes the skills gapswill lie. The three skills matrices from the Made Smarter revieware reproduced in Appendix C.Digital Skills Likely To Be Needed In 2020Many present-day digital jobs didn’t exist ten years ago forexample, app developer, social media manager, cloudcomputing specialist and big data analyst (WEF, 2016; EdgeFoundation, 2018; Alpha, 2016). With the WEC stating that65% of children entering primary school will end up working injobs that aren’t on our radar yet.In The future of work in manufacturing (Deloitte, 2018), Deloittesuggests that technological advances will create a number ofpresently unfamiliar roles. These roles stress the elimination ofroutine activities by automation, resulting in more time todevelop both hard and soft skills and processes that involvecollaboration with AI and robotics, linked by data flows.In addition to the predictions in the Made Smarter Review(Maier, 2017), Deloitte’s Tech Trends (Deloitte, 2019) lists thefollowing expanding digital areas:Some of these are considered part of the current digital skillsgap, but some could form the digital skills gaps of the future.Richard Coombes, leader of HR transformation at Deloitte,commented that “Digital skills are not a static set of skills. Welive in a world where the half-life of a technical skill is twoand–a-half years at most.” He also stressed the importance oflifelong learning, and that business should have a learning anddevelopment programme that fits their digital strategy(Deloitte, 2019). So whilst we may not know the future withany certainty, we do know how to deal with it.Changing Nature of Digital SkillsIn addition to the advanced digital skills, modern employeeswill be required to be “even more open to change, possessgreater flexibility to adapt to new roles and workenvironments, and get accustomed to continualinterdisciplinary learning” (IBSA, 2018)Interviewed in the Heart of the South West LEP survey (HoSW,2018), one employer explained, “The blend and mix of skills haschanged, we now want data knowledge sometimes withdomain knowledge. We need staff who can write code andalgorithms.” A number of interviewees mentioned theimportance of ‘cultural fit’ and the importance of having thefoundation skills on which to build: “The business has changedand the market has changed, we used to need technical skillsnow it is more about attitude and creativity and fitting with theculture of the company” Skills needs are changing so fast thatadaptability and a willingness to learn is key. It is important, alsoto recognise that fitting in with a culture should mean a cultureof diversity and change, rather than fitting into a fixedexisting,and unchanging business culture.The World Economic Forum 2016’s Future of Jobs surveydetermined that 35 percent of the skills deemed important intoday’s workforce will have changed in four years.Unsurprisinglythey identified the ability to work with data and make data-baseddecisions would play a major role in the jobs of the future. Theywent on to suggest that creativity, complex problem solving, andcritical thinking would be the top three broad skills that peoplewould need for Industry 4.0. (HoSW, 2018).1. Artificial Intelligence2. Cloud Computing3. Connectivity and networking4. Human-machine interfaces5. Personalisation: CMOs and CIOs are partnering to deliverhighly personalised, contextualised experiences enabled bynew marketing tools and techniques6. Security: DevSecOps fundamentally transforms cyber andrisk management from compliance-based activities toessential framing mindsets.7. Digital reality: e.g. augmented reality, virtual reality, mixedreality, Internet of Things8. Cognitive technologies: e.g. machine learning, neuralnetworks, robotic process automation, bots, naturallanguage processing, artificial intelligence.9. Blockchain.9

4. Technology Trends In AdvancedManufacturingAdvanced manufacturing encompasses a wide range ofactivities and the trends that include digital elements arenumerous, with many being entirely dependent on digitalisation.The trends (see Appendix A) will require advanced digital skillsin their creation, development and implementation and are,therefore, vulnerable to digital skills shortages. They also usuallyrequire that those that make use of them and manage themhave high levels of digital understanding. One of the challengesfacing the advanced manufacturing sector is maintaining andenhancing the digital awareness and knowledge of executivesand managers so that companies can make best use ofevolving technologies.An example of how this is being addressed, the MSc inIndustrial Digitalisation in PrintCity (located at ManchesterMetropolitan University) established a focus group to inform thecurriculum. This included people from Bentley, Autodesk andSiemens amongst others. An agreement was made with bothSiemens and Festo for a programme where students gainaccess to a wide range of software from CAD, processsimulation, factory layout simulation, etc., along with tutorials,training materials and case studies. This allows academics andstudents to work with state of the art software that is widelyused in industry making the courses more relevant for studentsand preparing them for employment.These trends are present in multiple industries and challengeorganisations both large and small. Others, though inthemselves specialised, involve digital skills that are crosssector. Some trends, (e.g. AI) are very broad and have differentmeanings within different industries.The presence of a strong Industrial Advisory Board atManchester Met is supporting such developments, where closeto 40 members, are invited to offer live projects for students, toattend open days and visit days, work together on outreachprogrammes and recruitment, and giving guest lectures, all ofwhich can improve the student industrial experience whilst atuniversity.It is useful to compare this list of technology trends with theavailable courses offered by universities. In addition there maybe courses offered by other training providers. It is also notclear from the list as to whether these trends can be understoodusing shorter Continuing Professional Development (CPD)courses alone or whether longer term higher educationprogrammes are required.Some analysis on the alignment of these trends with coursesfrom UK universities has been carried out (Conbrio, 2019) and ispresented in Section 8. It is an analysis of the keywords indegree titles, and it suggests that there is not a close matchbetween the trends and degrees offered at present by UKuniversities. It is a fairly superficial analysis, but it does give anindication as to why employers feel that their skills needs arenot being met. This perception will also be held by potentialstudents and career advisors, who do not fully appreciate thedetails behind course titles. Many university websites onlyprovide a superficial description of the course content, and so itwould suggest that there is a requirement for better signpostingof which skills are being developed, and where.10

5. Analysis of Digital Skills GapsThis section looks at the digital skills gaps for a cross sectionof Advanced Manufacturing Sectors. It will act as a startingpoint for a deeper understanding of each of these sectors, andit is recommended that a more focussed analysis is carriedout for each.In addition there is some brief analysis of the digital skills gapsin STEM, which are widely reported and are the bedrock onwhich Advanced Manufacturing is built.The report produced by Conbrio also includes some analysisof the skills gap in Cybersecurity, which is a gap that isreported across industries, sectors and regions, and is beingaddressed by many initiatives across the UK. Additionally thatreport provides some discussion of the lack of genderdiversity in manufacturing, which may not directly address theskills gaps but will provide a more appropriately diverse poolof talent through which the skills gaps can be addressed.The Digital Skills GapThe Oxfordshire Skills Strategy (OxLEP, 2017) provides someuseful information, and reports that locally, most skills gapsare occurring in high and middle skill roles, and that 73% ofmanufacturers in the country have faced difficulties recruitingskilled workers in the last three years. They put this down to alack of technical skills, an insufficient number of applicantsand a lack of relevant experience.The Strategy also reports that the number of ‘hard-to-fill’vacancies overall in the UK remains static at around 35 percent, and as a result, 79% plan to recruit manufacturing andengineering apprentices in the next 12 months.The Open University suggests that lack of skilled staff ismaking businesses less agile and cites data from the CardiffSkills and Employment Survey 2017, which suggests that thetake up by employees of on-the-job and general training levelshave fallen and that the number of jobs requiring a universityeducation may have plateaued. Which is interesting as it is atodds with the many other reports that have been producedaround the digital skills boom for Industry 4.0. The CardiffSkills survey is a survey of employees, and it perhaps reflectsthe high levels of employment in the UK, rather than the lackof skills requirements.The Edge Foundation (2018) also reports on a survey by theBritish Chambers of Commerce, showing that 77% ofmanufacturers had attempted recruitment and 71% havingdifficulty in doing so, with skilled manual labour being the mainarea of difficulty.A Shortage of Digital EngineersAccording to Laura Griffiths, (2018) it is rare to find digitalengineers. People either really know about manufacturing or,come from computer science backgrounds and know quite alot about maths or programming or artificial intelligence. Thereis a lot of potential to bring people from the outside intomanufacturing and attract them into digital manufacturing(Griffiths, 2018). The Industrial Digitisation Review (2017)found that businesses faced a skills shortage, particularly indigital engineering.This is a common problem for other industries, and there havebeen many attempts to address these issues by producingnew courses (hence the wide range of “flavours” of computerscience degree).The Industrial Digitisation Review (2017) cited the lack ofcoherence and coordination in the digital skills education asbeing a barrier to recruiting people with the right skills. Itstated that the skills system suffers from extremefragmentation and duplication and the level of systematicengagement of industry with skills and education fallsignificantly short of the dynamism required for a futuredigitally enabled world.The review recommended that:“Industry should work with government and highereducation institutions to create a virtual Institute of DigitalEngineering which would showcase and spread bestpractice in learning and development, focused on both theworkforce of the future, and the upskilling of the existingworkforce.”The 2017 Made Smarter Review stated that:“A lack of digital skills has been identified as the mostsignificant barrier preventing the UK achieving its goal ofbeing a world leader in IDT. The immediate priority is thusfor industry and government to work together to increasethe level of IDT skills in the existing workforce.”This will be achieved through: Increasing investment and uptake in skills acquisition. Better identifying future skills requirements. Improving the provision of and access to quality training tosupport those future skills. Creating an agile skills development system able to respondto rapidly changing market needs. Creating a culture of l

Advanced Manufacturing is the combination of information, technology and people, to add value to a manufacturing business or sector.Closely related to ideas such as Smart Manufacturing, Industry 4.0, and Industrial Digitalisation, Advanced Manufacturing builds on the agile, flexible and computer integrated manufacturing of the last 20 years.

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