Archive for the ‘Career Guidance’ Category

A video tutorial: Getting started with the LMI for All API

November 11th, 2015 by Graham Attwell

Regular readers will know that together with Philipp Rustemeier, I have been working on  the UK Commission for Employment and Skills’ LMI for All project. Through the project we are developing a database providing access to open data around the Labour `market. This includes data about occupations, pay, present and projected employment, qualifications and much more. So far, UKCES has focused on the use of the data for careers guidance but I suspect it may have far wider potential uses, including for education and local government planning. When mashed with other data I see LMI for All as pointing to the future is of open data as part of smart cities or rather as providing data about cities for smart citizens.

The LMI for All project does not itself produce applications.Instead we provide access to a open APi, which developers can query to build their own desktop or mobile apps.

One thing we are working on is providing more help for developers wanting to use the API. As part of that we are developing a series of ‘how to’ videos, the first of which is featured above.The video was originally recorded in real time using Google Hangouts and  YouTube.  The 31 minute original was cut to about 15 minutes and a new introduction added.

Any advice about how to make this sort of video will be gratefully received. And the code which Philip developed live in the video can be accessed on GitHub

Graduate jobs, skills and productivity in the UK?

August 19th, 2015 by Graham Attwell
There has been much commenting in the press today over a report from from the UK Chartered Institute of Personnel and Development (CIPD) which claims that 58% of UK university-leavers are entering jobs that do not require a degree, with graduate over-qualification now at “saturation point”.
The Guardian says reports that “the mismatch between the number of university leavers and the jobs appropriate to their skills has left the UK with more than half of its graduates in non-graduate jobs, one of the highest rates in Europe,
The Huffington Post quotes Ben Wilmott, CIPD’s head of public policy, as blaming New Labour’s 1999 landmark pledge to send 50% of young people to university, and  the Government’s failure to create high-skill jobs.
Wilmot called for better careers advice, a renewed emphasis on driving up apprenticeship numbers and a re-think of the disparity between further and higher education funding. “We had the assumption that increasing the conveyer belt of graduates will allow the UK to transition into a higher-skilled economy, but research shows that if you compare graduates and non-graduates who are doing the same or a similar job, skill requirement is not enhanced by the presence of a graduate”, he said.
The report raises a series of issues. Firstly just what is a graduate job. The definition appears to stem from Reasearch by the Institute for Employment Research at warwick Univeristy which led to the division of jobs in the Standard Ocuaptional Classification system used int he Uk into 5 different categories.
The Prospects web site summarises them as follows:
1. Traditional graduate occupations
These are the established professions for which a degree has historically been required.
Solicitors, research scientists, architects and medical practitioners are all examples. They typically require the post-holder to be an expert in a very specific area.
2. Modern graduate occupations
The expansion of higher education in the 1960s, and the development of new professional fields in areas such as IT, have resulted in the development of a range of newer professions requiring graduate-level qualifications.
Software programmers, journalists, primary school teachers and chief executives are all examples of modern graduate occupations. They require the post-holders to be ‘experts’, but also often to have more strategic or interactive responsibility than a traditional graduate job.
3. New graduate occupations
These are areas of employment that are often rapidly expanding in today’s labour market. The nature of these jobs has changed relatively recently to mean that the most accepted route into them is via a graduate-level qualification.
Marketing, management accountancy, therapists and many forms of engineer are examples of new graduate occupations. They typically require a higher level of strategic responsibility or of ability to interact with others, and less need for them to be an expert in a topic.
4. Niche graduate occupations
This area is expanding. Many occupations do not require graduate-level qualifications, but contain within them specialist niches that do require degrees to enter.
Nursing, retail managers, specialist electrical engineers and graphic designers all fall into this category. Often they require a combination of skills, such as managerial and expert skills, but equally often the need is for an ‘all-rounder’ with a range of abilities.
5. Non-graduate occupations
All jobs that do not fall into the previous four categories are considered ‘non-graduate occupations’.
Obviously there are questions as to whether objectively a university degree is a necessary or best qualification to be say a physiotherapist or a marketing manager. And does university really teach students to take on “strategic or interactive responsibility”?
Is the expansion in university education in the UK driven by  the need for graduates in employment or is the high number of graduates leading to qualification inflation?
At a more macro level it appears that as CIPD chief executive Peter Cheese says there was an “assumption that we will transition to a more productive, higher-value, higher-skilled economy just by increasing the conveyor belt of graduates”, a policy he believes to be  flawed. The UK government policy of labour market deregulation may have been successful in creating jobs, but many of these are low paid and part time. Productivity in the UK is stubbornly low.
In a paper published on the Social Europe web site entitled “How ‘structural reforms’ oflabour markets harm innovation“, Alfred Kleinknecht, Professor of Economics of Innovation at  Delft University of Technology argues that easier hire and fire and higher labour turnover will, in various ways, damage learning
and knowledge management in the ‘creative accumulation’ innovation model that is based on accumulation of firm-specific knowledge. Besides, lower wage cost pressure will lead to an ageing capital stock, owing to a slow adoption of labour-saving technologies.”
With low productivity and a slow adoption of new technologies, there is simply limited demand for graduate employment. But at the same time university graduation has become almost a rite of passage in the UK. Much has been made of the higher wages that graduates earn during their careers. This is supposed to more that offset the now very substantial university fees in the UK and the resultant high levels of debt on graduating. But of course this represents a historical figure and it is easy to see that such premiums may no longer apply in the future, especially as companies like Ernst and Young announce they will remove a degree from the job recruitment requirements. And despite the rhetoric of developing and promoting apprenticeship routes to skilled work, the reality remains that many of the so called apprenticeships in the UK remain on the low skilled spectrum of employment. And funding cutbacks are particular savage in the Further education (vocational college) sector.
All in all it is hard to see any joined up policy here, apart from a blind belief in austerity and that the markets will sort it out. But it does point to the need for integrated policy making linking education, labour market and innovation policies. That seems to have been absent in any recent Government, Labour, Coalition or Conservative.

Predicting mid and long term skills needs in the UK

June 24th, 2015 by Graham Attwell

Labour Market Information (LMI)  is not perhaps the most popular subject to talk about. But with the advent of open and linked data, LMI  is increasingly being open up to wider audiences and has considerable potential for helping people choose and plan future careers and plan education programmes, as well as for use in research, exploring future skills needs and for social and economic planning.

This is a video version of a presentation by Graham Attwell at the Slovenian ZRSZ Analytical Office conference on “Short-term Skills Anticipations and Mismatch in the Labour Market. Graham Attwell examines ongoing work on mid and long term skills anticipation in the UK. He will bases on work being undertaken by the UK Commission for Employment and Skills and the European EmployID project looking, in the mid term, at future skills needs and in the longer term at the future of work. He explains the motivation for undertaking these studies and their potential uses. He also explains briefly the data sources and statistical background and barriers to the wok on skills projections, whilst emphasising that they are not the only possible futures and can best serve as a a benchmark for debate and reflection that can be used to inform policy development and other choices and decisions. He goes on to look at how open and linked data is opening up more academic research to wider user groups, and presents the work of the UKCES LMI for All project, which has developed an open API allowing the development of applications for different user groups concerned with future jobs and future skills. Finally he briefly discusses the policy implications of this work and the choices and influence of policymakers in influencing different futures.


The challenges of open data: emerging technology to support learner journeys

September 16th, 2014 by Graham Attwell

As promised, a post on our stand and presentation at Alt-C on the LMIforAll Labour Market Data project, sponsored by UKCES. Working together with the Institute for Employment Research at Warwick University and Raycom, we have developed a database and APi providing access to a range of data about a wide variety of different occupations in the UK including data about:

  • Pay
  • Gender
  • Numbers employed
  • Future employment projections
  • Occupational profiles
  • Skills and competences
  • Job vacancies
  • University destinations

The API is self documenting and is available free of charge to both for profit and not for profit organisatio0ns and developers. Working with Loud Source we have run a competition for Apps built on the API and together with Rewired State we have organised a series of Hack Days and Mod Days. We are currently redesigning the website to provide better access to the data and to the different applications that have been built to date.

One strange thing that took people visiting our stand some time to understand was that we were not selling anything (I think ours and Jisc were the only non commercial stands).  The second thing was that we were not trying to ‘sell’ them a shiny out of teh box project. To get added value from our database and API requires some thought and development effort on the part of organisations wanting to use the data. We provide the tools, they provide the effort to use them. But when people got that concept they were enthusiastic. And most interestingly they were coming up with completely new ideas for where the data might be valuable. As you can see in our presentation above, we have largely focused on the use of LMIforAll for careers planning. University and Further Education researchers and developers saw big potential using the API as a planning too for future courses and curriculum. Others saw it as a valuable resource for measuring employability, a big agenda point for many UK institutions. It was also suggested to us that the labour market data could be mashed together with data derived from learning analytics, providing possibly a more learner centred approach to analytics than has previously been deployed.

If you are interested in any of these ideas have a play on the LMIforAll web site. And feel free to get in touch if you have any questions.



The challenges of open data: emerging technology to support learner journeys

September 1st, 2014 by Graham Attwell

It is the end of the holidays and time to return back to work. And of course with September starts the autumn conference season. This week I am at the ALT C Conference at Warwick University and then at the European Conference for Educational Research in Porto. More on The ECER conference later.

At Alt C we are organising a workshop on the UKCES open data project (abstract below). And we will also have an exhibition stand. So if you are coming to the conference make sure to drop by the stand – No 16 in the Arts Centre – free coffee and sweets! and say hello.

The challenges of open data: emerging technology to support learner journeys

People make important decisions about their participation in the labour market every year. This extends from pupils in schools, to students in Further and Higher education institutions and individuals at every stage of their career and learning journeys. Whether these individuals are in transition from education and/or training, in employment and wishing to up-skill, re-skill or change their career, or whether they are outside the labour market wishing to re-enter, high quality and impartial labour market information (LMI) is crucial to effective career decision-making. LMI is at the heart of UK Government reforms of careers service provision. Linking and opening up careers focused LMI to optimise access to, and use of, core national data sources is one approach to improving that provision as well as supporting the Open Data policy agenda (see HM Government, 2012). Careers focused LMI can be used to support people make better decisions about learning and work and improve the efficiency of labour markets by helping match supply with demand, and helping institutions in planning future course provision.

A major project, funded by the UK Commission for Employment and Skills, is underway led by a team of data experts at the Institute for Employment Research (University of Warwick) with developers and technologists from Pontydysgu and Raycom designing, developing and delivering a careers LMI webportal, known as LMI for All. The presentation will focus on the challenge of collaborating and collecting evidence at scale between institutions and the social and technological design and development of the database. The database is accessed through an open API, which will be explored during the presentation.

Through open competition developers, including students in FE, have been encouraged to develop their own applications based on the data. Early adopters and developers have developed targeted applications and websites that present LMI in a more engaging way, which are targeted at specific audiences with contrasting needs.The web portal is innovative, as it seeks to link and open up careers focused LMI with the intention of optimising access to, and use of, core national data sources that can be used to support individuals make better decisions about learning and work. It has already won an award from the Open Data Institute.

The presentation will highlight some of the big data and technological challenges the project has addressed. It will also look at how to organise collaboration between institutions and organisations in sharing data to provide new services in education and training.Targeted participants include developers and stakeholders from a range of educational and learning settings.

The session will be interactive with participants able to test out the API, provide feedback and view applications.

Professional identities and Communities of Practice

April 22nd, 2014 by Graham Attwell

Technology Enhanced Learning, at least form a research perspective, has always tended to be dominated by the education sector. Coming from a background in vocational education and training, I was always more interested in how technology could be used to enhance learning in work and in particular informal learning in Small and Medium Enterprises.

Much early work in this area, at least in Europe was driven by a serious of assumptions. We were moving towards a knowledge economy (remarkable how quiet that has gone since the economic crash) and future employment, productivity and profitability, required higher levels of skills and knowledge win the workplace.. Prior to the rise of the World Wide Web, this could be boosted by enhancing opportunities for individual learning through the development of instructional materials distributed on disc or CD ROM. Interestingly this lead to much innovative work on simulation, which tended to be forgotten with the move to the online environment offered by the World Wide Web.

One of the big assumptions was that what was holding back learning in enterprises was the cost of releasing employees for (formal) training. Thus all we had to do was link up universities, colleges and other training providers to enterprises through providing courses on the web and hey presto, the problem would be solved. Despite much effort, it didn’t really work. One of the reasons I suspect is that so much workplace knowledge is contextually specific and rooted in practice, and trainers and particularly learning technologists did not have that knowledge. Secondly it was often difficult to represent practice based knowledge in the more restricted learning environment of the web. A further issue was a failure to understand the relationship between learning nd professional development, work practice and professional (or occupational) identities. That latter issue is the subject on a paper entitled Facilitating professional identity formation and transformation through technology enhanced learning: the EmployID approach, submitted by my colleagues from the EmployID reject, Jenny Bimrose, Alan Brown, Teresa Holocher-Ertl, Barbara Kieslinger, Christine Kunzmann, Michael Prilla, Andreas P. Schmidt, and Carmen Wolf to the forthcoming ECTEL conference. Their key finding is that there is “a wide spectrum of how actual professional identity transformation processes take place so that an ICT-based approach will not be successful if it concentrates on prescribing processes of identity transformation; rather it should concentrate on key activities to support.” They go on to say that “ this is in line with recent approaches to supporting workplace learning, such as Kaschig et al. (2013) who have taken an activity-based approach to understanding and supporting collective knowledge development.”

The following short excerpt from the paper explains their understanding of processes of professional work identity formation:

“Professional work identities are restructured in a dynamic way when employees are challenged to cope with demands for flexibility, changing work situations and skill needs (Brown, 1997). The work activities of practitioners in Public Employment Services (PES) need to be trans- formed due to the changing nature of the labour market. As their roles change, so do their professional identities. Work identities are not just shaped by organisations and individuals, but also by work groups (Baruch and Winkelmann-Gleed, 2002) or communities of practice (Lave and Wenger 1991; Brown, 1997; Ibarra, 2003). PES practitioners in particular need to develop multi-dimensional (individual and collective) professional identities to cope with socio-economic and technological change (Kirpal, 2004). This shift is underpinned by the increased importance of communica-tions skills, a willingness to engage in learning and reflexivity, while reflection on experience over time may be particularly significant in the build-up of implicit or tacit knowledge as well as explicit knowledge (Eraut, 2000). At the individual level, emerging new demands and associated skills shifts generate a potential for conflict with traditional work orientations and associated values, norms, work ethics and work identity patterns of employees. One important focus for support are individuals’ strategies for dealing with such conflicts. While any identity formation process has to be realized by the individual, the process of acquiring a work identity also takes place within particular communities where socialization, interaction and learning are key elements. Therefore, supporting networks, of ‘new’ communities of practice (Lave, 1993; Wenger, 1998; Billett, 2007) and feedback from other practitioners are important aspects on which to focus.”


Baruch, Y. & Winkelmann-Gleed, A. (2002). Multiple commitments: a conceptual framework and empirical investigation in a Community Health Services Trust, British Journal of Management, Vol. 13, No. 4, pp. 337-357.

Billett, S. (2007). Exercising self: learning, work and identity. In: Brown, A.; Kirpal, S.; Rauner, F. (eds). Identities at work. Dordrecht: Springer, pp. 183-210.

Brown, A. (1997). A dynamic model of occupational identity formation. In: Brown, A. (ed.) Promoting Vocational Education and Training: European Perspectives. Tampere: University of Tampere, pp. 59-67.

Eraut, M. (2000). Non-formal Learning and Tacit Knowledge in Professional Work. British Journal of Educational Psychology, Vol. 70, No. 1, pp. 113 – 136.

Ibarra, H. (2003). Working Identity: Unconventional Strategies for Reinventing Your Career.Boston, MA: Harvard Business School Press.

Kaschig, A., Maier, R., Sandow, A., Lazoi, M., Schmidt, A., Barnes, S., Bimrose, J., Brown, A., Bradley, C., Kunzmann, C., Mazarakis, A. (2013). Organisational Learning from the Perspective of Knowledge Maturing Activities. IEEE Transactions on Learning Technol- ogies 6(2), pp. 158 – 176
Kirpal, S. (2004) “Researching work identities in a European context”, Career Development International, Vol. 9, No. 3, pp.199 – 221

Lave, J. (1993). The Practice of Learning. In S. Chaiklin and J. Lave (eds) Understanding Practice: Perspectives on Activity and Context, Cambridge: University of Cambridge Press.

Lave, J. , & Wenger, E. (1991). Situated learning. Legitimate peripheral participation. Cambridge, England: Cambridge University Press.

Wenger, E. (1998). Communities of practice: Learning, meaning, and identity. Cambridge: Cambridge University Press.

CareerHack competition reeps rich harvest

March 31st, 2014 by Graham Attwell

First the official stuff (from the press release).

“Talented UK students have won three out of four prizes in a worldwide competition to create a new app to help people develop their career.

The CareerHack open data contest was launched in November last year by the UK Commission for Employment and Skills (UKCES), and asked developers around the globe to build an app based on the UK Commission’s “LMI for All” open data, which contains information on the UK labour market, including employment, skills and future job market predictions.

First prize winner for the competition was Tomasz Florczak from Logtomobile in Poland, who won £10,000 for his innovative Career Advisor app, while 16-year-old school student Harry Jones, from Bath, took home a £5,000 prize for his Job Happy entry.


The contest also had a special prize specifically for entrants aged 16-24 in Further Education. In this category 22-year-old IT apprentice Phillip Hardwick won the £5,000 prize for his entry, Career Path. And judges were so impressed with the quality of entrants from the category that they introduced an additional runner-up prize of £2,500, which went to a team effort from students at Barking and Dagenham College in London.

Competition judge Dr Deirdre Hughes OBE, Chair of National Careers Council and a Commissioner for UKCES, said:

“As judges we were all highly impressed at the outstanding contributions made by our winners, and of the talent and ability being displayed by the next generation of up-and-coming developers and programmers.

“The quality of the submissions was so high we felt the need to introduce an additional prize, but all those that entered should be extremely proud of their efforts.”

The judging panel was made up of technology experts from Google, Ubuntu and HP, alongside representatives from the UK Commission and John Lewis. Judges made their decision based on how innovative the entry was, how viable it was as a working app, the potential it had for making an impact on society and the overall quality of the packaged app.

CareerHack judge Matt Brocklehurst, Product Marketing Manager at Google UK said:

“At Google we’re well aware of the importance of making data open and encouraging young, creative talent. CareerHack was a fantastic example of this and we were very impressed by the high standard of entries from everyone who entered – the fact that three of the four winners are young people at the start of their careers is fantastic news.  We hope these prizes will enable them to get a head start down whichever career path they choose to follow.”

Fellow CareerHack judge Cristian Parrino, Vice President of Mobile and Online Services at Ubuntu, added:

“The CareerHack competition demonstrated how an set of open data can be used to cater to the needs of people at different stages of their career paths. It was wonderful to see the different flavours of high quality applications and services built on UKCES’s data.”

LMI for All has been developed by the UK Commission for Employment and Skills, working with a consortium led by the Institute for Employment Research at Warwick University and including Pontydysgu, RayCom and Rewired State.”

Pontydysgu’s bit in all this is managing the technical side. I have to say I was a bit sceptical of producing an APi and then opening it up and encouraging contributions through a competition, but having looked at the videos I am gobsmacked by the inventiveness of teh programmers who entered. We will be looking in more depth at what has been produced. We are also seeking feedback from all those who participated and planning more events later in the year. If you would like to know more (and particularly we would be interested in similar approaches to Open data for Labour Market Information in other countries) please contact me at graham10 [at] mac [dot] com.

Dysgu Ponty

December 8th, 2013 by Jenny Hughes

The Pontydysgu website is always full of news about the big projects we are involved in, like FP7 Learning Layers or Taccle2.  This is pretty inevitable as they take up the majority of our time and budget.  However, there are lots of other, smaller Pontydysgu projects running in the background that we rarely post anything about.  This is a bit of an oversight because although we often use these projects as test beds for trying out new ideas or as vehicles for piloting specific bits of technology that we then roll together in a much bigger package, they are also successful in their own right.

All of them are running in Pontypridd, (known locally as “Ponty”) which is where the Wales half of Pontydysgu is based. Some are part funded through the LLL Partnerships programme; some are funded in-house. We thought we might write a series of posts on what these projects are all about….

First up is Dysgu Ponty, which translates to Learning Ponty.  We chose this name because apart from the play on Pontydysgu (meaning approximately Bridge to Learning), we wanted to convey the idea that the whole community of Ponty was learning and that the town called Ponty was a learning resource.

The project is based on a very simple concept – let’s cover the town with QR codes linked to a learning resource.   The codes are being printed on decals (for shop windows), enamel (for the exteriors of building) and on varnished wooden plaques for hanging around trees in the park.  Codes come in three colours – red for Welsh, green for the English translation and black for careers.

So far we have 200 and our target is at least another hundred.  The town has a population of 30,000 but this covers all of the outlying villages as well.  It also has a great sense of community, which means that the level of support has been brilliant. The whole community is involved – schools, the Town Council, shops, businesses, the local newspaper

The link from each QR code goes to a website page on which there is a question that relates to the location.  The level is approximately 8 -12 yrs olds. Following the title question is some simple information using a range of multi media.   The location of the codes will be on Google Maps and we are currently sorting them out into a ‘Maths trail’, ‘Language trail’, ‘History trail’ etc so that children can choose whether to follow a subject trail or focus on the codes in one part of the town.

The purpose of the project is really to provide a bridge between formal and informal learning and to improve home school links.

We are currently working of a way of  ‘rewarding’ children for completing a number of questions – not sure Mozilla badges quite fits.  Also thinking about how we can get kids to be able to upload pictures as well as comments. May rethink the platform.

Meanwhile here are some examples of the sorts of things we are talking about

Location:  on the bandstand in the park

  • Links to… Question:  Have you ever heard brass band music?
  • Additional ‘information’ – mp3 of Colliery Brass Band with one line of text explaining that most all the pits had their own band

Location: Outside Costa Coffee

  • Links to… Question: Do you know where coffee comes from?
  • Additional information: You Tube video of coffee being harvested and processed

Location: Outside travel agent underneath exchange rates

  • Links to… Question:  How much is it worth?
  • Additional info:  Text and image – If you had £37.50 to take on holiday, how many Euros would you get?  Which travel agent in town has the best exchange rate today?

Location:  On the river bank adjacent to the confluence

  • Links to…mQuestion:  What rivers are these and where is their source?
  • Additional info:  The place where two rivers merge is called a ‘confluence’.  Use Google Earth to trace the two rivers back as far as you can, find out their names and where the river enters the sea.

 Location:  On the war memorial

  • Links to… Question:  How many died?
  • Additional info: Look at the names on the Great War memorial and then the names on the Worls War 2 memorial.  In which war were the greatest number of people from Pontypridd killed? How many times more people?  Why do you think this was?

 Location: Market Street

  • Links to…Question:  What has changed?
  • Additional Info: Picture of the street taken 100 years ago from same spot. Text – List all the things that are different between Market Street in 1910 and the same street today.
You get the idea!
[We also have black codes for older students linked to careers information as part of the EU New Jobs project.  The codes take them to links asking “So you want to be a baker?” or “So you want to be a printer?” with videos explaining what the job involves, what qualifications or skills you need etc. Some are purpose made and some from You Tube or Vimeo.  More on this is another post.]
Next time – Learning about Art in Ponty




Open online STEM conference

September 19th, 2013 by Graham Attwell

The Global 2013 STEMx Education Conference claims to be the world’s first massively open online conference for educators focusing on Science, Technology, Engineering, Math, and more. The conference is being held over the course of three days, September 19-21, 2013, and is free to attend!
STEMxCon is a highly inclusive event designed to engage students and educators around the globe and we encourage primary, secondary, and tertiary (K-16) educators around the world to share and learn about innovative approaches to STEMx learning and teaching.

To find out about different sessions and to login to events go to

Where are the real skills shortages?

September 13th, 2013 by Graham Attwell

The debate over skills shortages is looming again. For some years national governments and the European Commission have been warning over shortages of qualified workers in Science, Engineering, Technology and Maths (STEM) . Yet a number of studies refute these claims.

A blog post on SmartPlanet quotes Robert Charette who, writing in IEEE Spectrum,  says that despite the hand wringing, “there are more STEM workers than suitable jobs.” He points to a study by the Economic Policy Institute that found that wages for U.S. IT and mathematics-related professionals have not grown appreciably over the past decade, and that they, too, have had difficulty finding jobs in the past five years. He lists a number of studies that refute the presence of a global STEM skills shortage. The U.S. Bureau of Labor Statistics, for one, estimates that there was a net loss of  370 000 science and engineering jobs in the U.S. in 2011.

I doubt that figures in Europe would be much different. One of the issues is how to define a ‘STEM” job. In the UK jobs are classified through a system called Standard Occupational Classification. This itself has its problems. Given the desire for comparability, SOC is only updated every ten years (the last was in 2010). In a time of fast changing occupations, it is inevitably out of date. Furthermore jobs are classified to four digits. This is simply not deep enough to deal with many real occupations. Even if a more detailed classification system was to be developed, present sample sizes on surveys – primarily the Labour Force Survey (LFS) would produce too few results for many occupations. And it is unlikely in the present political and financial environment that statistical agencies will be able to increase sample sizes.

But a bigger problem is linking subjects and courses to jobs. UK universities code courses according to the Joint Academic Coding System (JACS). It is pretty hard to equate JACS to SOC or even to map between them.

The bigger problem is how we relate knowledge and skills to employment. At one time a degree was seen as an academic preparation for employment. Now it is increasingly seen as a vocational course for employment in a particular field and we are attempting to map skills and competences to particular occupational profiles. That won’t really work. I doubt there is really a dire shortage of employees for STEM occupations as such. Predictions of such shortages come from industry representatives who may have a vested interest in ensuring over supply in order to keep wage rates down (more on this tomorrow). For some time now, national governments and the European Union, have had an obsession with STEM and particularly the computer industry as sources of economic competitiveness and growth and providers of employment (more to come about that, too).

However, more important may be the number of occupations which require use of mathematics or programming as part of the job. One of the problems with the present way of surveying occupational employment is that there is an assumption we all do one job. I would be pretty pushed to define what my occupation is – researcher, developer, write, journalist, project manager, company director? According to the statistics agency I can only be one. And then how the one, whichever it is, be matched to a university course. Computer programmers increasingly need advanced project management skills.  I suspect that one factor driving participation in MOOCs is that people require new skills and knowledge not acquired through their initial degrees for work purposes.

My conclusions – a) Don’t believe everything you read about skills shortages, and b) We need to ensure academic courses provide students with a wide range of skills and knowledge drawn from different disciplines, and c) We need to think in more depth about the link between education and work.

  • Search

    News Bites

    Skills in Europe

    Cedefop is launching a new SKILLS PANORAMA website, online on 1 December at 11.00 (CET).

    Skills Panorama, they say,  turns labour market data and information into useful, accurate and timely intelligence that helps policy-makers decide on skills and jobs in Europe.

    The new website will provide with a more comprehensive and user-friendly central access point for information and intelligence on skill needs in occupations and sectors across Europe. You can register for the launch at Register now at

    Talking about ‘European’ MOOCs

    The European EMMA project is launching a  webinar series. The first is on Tuesday 17 November 2015 from 14:00 – 15:00 CET.

    They say: “In this first webinar we will explore new trends in European MOOCs. Rosanna de Rosa, from UNINA, will present the philosophy and challenges behind the EMMA EU project and MOOC platform developed with the idea of accommodating diversity through multilingualism. Darco Jansen, from EADTU (European Association of Distance Teaching Universities), will talk about Europe’s response to MOOC opportunities. His presentation will highlight the main difference with the U.S. and discuss the consequences for didactical and pedagogical approaches regarding the different contexts.

    OER – update 2

    Open Education Europa has compiled and is releasing today as open data the analytical list of European Repositories of Open Educational Resources (OER).

    It includes:

    • European OER Portals and Repositories
    • Educational material repositories/directories
    • Larger Repositories rather than very specific ones
    • Focus on those who include Creative Commons license and on National/public OER repositories
    • Focus on material for teachers  (for the classroom/schools) rather than on higher education
    • Collaborative OER production initiatives (LeMill, RVP.CZ Portal,, KlasCement”)

    OER – update 1

    From the Universidad a Distancia de Madrid (UDIMA) – Madrid Open University – we are pleased to present the European Research Network of Open Educational Resources (ERNOER), a collaborative space in which more than fifty internationally educational institutions and prestigious universities are involved which can be accessed through the following link:

    The entire educational community can benefit in this web repository of more than three hundred image banks, two hundred fifty audio file repositories, two hundred and fifty video resources and more than three hundred programs and applications that can be used in education.

    Other Pontydysgu Spaces

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