SUMMARY Overview Demand · Around 2.7 million people in the EU worked in the ICT sector, in...
Transcript of SUMMARY Overview Demand · Around 2.7 million people in the EU worked in the ICT sector, in...
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Information and Communications Technologies (ICT) sector
November 2012
This report does not necessarily reflect the position or opinion of the European Commission.
The Analytical Highlight has been developed from a combination of European, international and
national sources and provides illustrative examples of available skills information.
Visit the EU Skills Panorama at: http://euskillspanorama.ec.europa.eu
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EU Skills Panorama Analytical Highlight
SUMMARY
Overview
2.7 million people, 1.25% of the EU workforce (2011),work in the ICT
sector (computer programming, consultancy and related activities)
Employment growth in the sector was 29% between 2000 and 2010
Above average growth for the ICT sector is forecast to 2020
Demand
ICT sector companies and jobs are unevenly distributed across EU
Member States and regions
Relative to the size of the overall workforce, employment in the ICT
sector is highest in Denmark, Sweden and Ireland and smallest in
Bulgaria, Romania and Greece
There has been modest growth in employment in countries and regions
with well-established sector presence, with more significant growth in
countries and regions ‘catching up’
There is evidence of a general up-skilling across ICT sector
occupations (demand for low-end developers and database
administrators to be replaced by demand for business analysts, sales
specialists and high-end developers)
Supply
The workforce is predominantly male and young, with little change in the
characteristics of the workforce composition since 2000
Future technical skills supply challenged by the fall in the number of
computing graduates across the EU-27
Mismatches
Prior to the recent crisis, skills shortages and gaps in the ICT sector
have been widely reported in various EU countries
The impact of the crisis may have reduced the extent of such shortages
But key skills gaps still evident and concern:
High level job-specific skills of ICT professionals (the design and
development of advanced services)
Soft skills (managerial, customer oriented skills, communication)
As the demand for specialist skills evolves quickly – the risk of
skills obsolescence is high. Continuous professional up-skilling
and development are essential.
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1. A significant sector in the economy and labour market
The ICT sector plays an important role in the economy in its own right and as a vital
supplier to the private, public and third sectors - the ‘ICT user industries’. As
information and communication technologies have expanded across virtually all
economic sectors, the boundaries of the sector are difficult to draw. National
statistical definitions of the ICT sector differ.1 In some contexts, the ICT sector is
viewed ‘as a combination of manufacturing and services industries that capture,
transmit and display data and information electronically’.2 The international statistical
classification system NACE treats the manufacturing of computers and computer
programming, consultancy and related activities as separate sectors.3
This Analytical Highlight focuses on the core ICT sector covering computer
programming, consultancy and related activities4, providing a range of ICT services
and solutions to the ‘ICT user industries’. A large share of the sector’s workforce is
made up of ICT professionals whose tasks include consulting activities and the
design of ICT services, ICT development (including software and applications,
systems development, web design, security, etc.) and running or delivering ICT
services (user support, systems and network administrations, database
management, etc.).5 It is important, however, to distinguish between ICT
professionals6 and the ICT sector. The ICT sector employs ICT professionals and a
large number of non-ICT professionals across a range of roles, for example sales
and marketing, administrative, finance and human resources. Whilst the ICT sector
1 Definitions used by national statistical services for the “ICT sector” vary across European countries and
sometimes include manufacturing of computer and computing services.
2 OECD (2002).
3 In the NACE 1.1 classification used before 2008, Division 72 (Computer and related activities) includes
consultancy activities for hardware or software, publishing of software, data processing activities, database activities and the maintenance and repair of office and information technology machinery. It does not cover computer manufacture (NACE 30.02), nor wholesaling, retailing, or renting (NACE 51.84, 52.48 and 71.33). Within the NACE Rev 2 classification since 2008, Computer programming, consultancy and related activities (Division 62) only includes writing, modifying, testing and supporting software; planning and designing computer systems that integrate computer hardware, software and communication technologies; on-site management and operation of clients’ computer systems and/or data processing facilities; and other professional and technical computer-related activities. Part of the activities classified in Division 63.1 (Information service activities) can also be considered as belonging to the ICT sector, such as data processing, hosting and related activities and web portals. 4 As defined in unit group 62 in NACE Rev.2 classification version.
5 Relevant sources of information concerning the manufacturing, maintenance and repair of computers, the
broader ‘information and communication sector’ and ICT professionals (across all sectors) have also been reviewed to inform this paper. 6 Defined in the International Standard Classification of Occupations (ISCO-08) as occupation group 25
‘Information and communications technology professionals’, see ISCO-08 classification available at http://www.ilo.org/public/english/bureau/stat/isco/isco08/index.htm. In the previous ISCO classification (ISCO-88), the key relevant occupation group was 213 ‘Computing Professionals’.
http://www.ilo.org/public/english/bureau/stat/isco/isco08/index.htm
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remains the single largest sector employing ICT professionals, in the EU, 55% of ICT
professionals work outside the core ICT sector.7
Around 2.7 million people in the EU worked in the ICT sector, in computer
programming, consultancy and related activities in 2011, accounting for 1.25% of the
entire workforce.8 In 2009, the sector consisted of around 450,000 enterprises, many
of which were micro enterprises or small and medium sized enterprises (SMEs). The
average number of employees per enterprise was 5.4.9 ICT sector companies and
jobs are not evenly distributed across EU countries and regions (see Figure 1). In
absolute terms, the computer programming and consultancy sector is most
developed in the United Kingdom and Germany accounting for one million jobs
(representing 37% of the entire EU workforce in the sector). However, relative to the
total workforce, it is in Denmark, Sweden and Ireland where the sector has the
largest share of the entire workforce (2% or more) while in Bulgaria, Romania and
Greece, the sector’s contribution to total employment is 0.5% or less.
Figure 1 – Computer programming, consultancy and related activities as a share of total employment, 2011
Source: Eurostat, Labour Force Survey, table [lfsa_egan22d].
Historically, employment in the sector has been and remains predominantly male. In
2011, only 22% of employees were women and this has not changed in the last
7 European Commission (2012). See also EU Skills Panorama Analytical Highlight ‘ICT Professionals’, available
at http://euskillspanorama.ec.europa.eu
8 Eurostat, table [lfsa_egan22d]
9 Eurostat [sbs_na_1a_se_r2].
http://euskillspanorama.ec.europa.eu/
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decade. The Czech Republic, the Netherlands and Norway are among the countries
where the proportion of women in the sector is below the EU average. The age
profile of employees in the sector is relatively young, with only 13.7% of the
workforce in 2011 aged 50-64 compared to 26.1% across the entire economy.
2. General upskilling, quickly changing demand for specialist skills and the need for a range of non-technical and soft skills
The ICT sector relies on a mix of hard technical and soft skills among its workforce,
with a trend towards general up-skilling across the different categories of ICT
occupations.10 The numbers of less knowledge intensive ICT jobs are expected to fall
as the structure of skills demand changes. The demand for low-end developers and
database administrators are expected to be replaced by demand for business
analysts, sales specialists and high-end developers. There has been a shift in the
skills mix of the sector with lower-skilled jobs being replaced by higher-skilled jobs
and that up-skilling is expected to continue in the foreseeable future.11
As demand for specialist skills evolves very quickly in the ICT sector, the risk of skills
obsolescence is particularly important. Recently, growing needs have been identified
for ‘hard’ ICT professional skills in fields such as data privacy, server technology,
general networking and network infrastructure. For example in the UK, studies have
identified increased demand for ICT professionals with technical skills especially
those linked to Microsoft products (NET/ASP.NET, Dynamics, SharePoint, Visual
Basic/Visual Studio, C#), PHP and WMWare.12 Due to the increased application of
ICT across all economic sectors, specialist ICT technical skills are becoming
increasingly transferable outside the core ICT sector increasing demand and
competition for skills.
According to both European and national evidence, a range of soft skills will become
increasingly important for both ICT specialists and the rest of the sector’s workforce.
In the UK, interpersonal skills and sales-related skills are seen as key shortages by
ICT sector employers.13 The key non-IT skills in demand in the ICT sector include:
Business skills – including creativity and innovation, customer service skills and
sales
Project management and administration – including organisational, managerial
and financial skills
10
Software and applications developers and analysts (who research, plan, design, write, test, provide advice on and improve information technology systems, and include systems analysts, software developers, web and multimedia developers and applications programmers), database and network professionals (who design, develop, control, maintain and support the optimal performance and security of information technology systems and infrastructure and include such roles as database designers and administrators, systems administrators and computer network professionals). 11
National Training Fund (2008); Expert Group on Future Skills Needs (2008). 12
E-Skills UK (2012). 13
E-Skills UK (2012).
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Communication – including verbal and written presentation to internal and
external audiences, ability to work collaboratively with other employees;
Foreign language skills.14
3. Current and forecast labour and skills demand in the ICT sector
3.1. Continuous employment growth since 2000
Across the EU, the sector has experienced continuous growth. Between 2000 and
2011, the sector gained around 600,000 additional workers - a growth of 29% (see
Figure 2). However, the trend across individual countries differs significantly, from
substantial sector growth in Slovenia, Slovakia and Portugal to zero growth in the
UK, Romania and Italy and a small decline in Denmark and Iceland. Some countries
have mature ICT sectors, whereas in others the sector has only recently developed.
Figure 2 - Growth in employment in computer programming, consultancy and related activities, 2000-2011 (%)
Source: Eurostat, Labour Force Survey, tables [lfsa_egan22d] and [lfsa_egana2d].
3.2. Increasing demand for ICT professionals in the sector
Recent recruitment trends in the ICT sector reveal an increasing demand for ICT
professionals, as demonstrated in the following country examples:
■ In Belgium, 71% of ICT sector enterprises reported serious problems in filling
vacancies and retaining staff.15 Small ICT enterprises require sales
14
E-skills Monitor (2010), National Training Fund (2008) and (2012), Expert Group on Future Skills Needs (2008), Košice IT Valley (2009). 15
Walloon Agency for Telecommunications and ICT (2012).
-20%
0%
20%
40%
60%
80%
100%
120%
140%
160%
180%
200%
SI SK PT LV CY ES HR CZ AT BG LU PL EL MT HU LT FI DE BE FR EE NO IE SE NL UK RO IT DK IS
EU-27
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representatives, analysts/programmers, project leaders and IT technicians while
the larger ICT enterprises require developers/analysts programmers and IT
project leaders.
■ In Ireland, vacancies in the sector have increased notably since the 2008 global
financial crisis. Vacancies are reported for programmers and software developers,
network experts, IT business analysts, architects and systems designers, IT
project managers and multilingual IT technical support.16
■ In Italy, almost four fifths of total hires in the ICT sector in 2011 were in high
skilled occupations.17
■ In Slovakia, ICT companies in the eastern Slovakia region planned to increase
the number of workers by 40.4% in 2009 (some 1,068 new jobs).18 In absolute
terms, most new jobs were expected for IT technicians, programmers and testers.
■ In Slovenia, computer engineers were the ninth most sought after occupation in
2011.19
■ In Norway, quarterly ICT industry job vacancies grew by 35% from an average of
2,300 in 2010 to 3,100 in 2011.20
3.3. A fast growing sector shaped by national development paths and global trends
Future developments in the ICT sector will be largely shaped by the following factors:
■ The current pathway of development and growth of the ICT sector in each country
■ The speed of technological developments and the diffusion of ICT-based
innovation
■ The level of public and private decisions to step up ICT investments
■ Globalisation and general economic trends.
There are important structural differences between countries in relation to skills
demand in the ICT sector.21 The demand for skills is likely to be stronger in those
countries which are ‘lagging behind’ and where the economy is less mature in terms
of the adoption and diffusion of ICT, and which therefore are expected to experience
relatively greater growth in demand for computer programming, consultancy and
related services.
In other countries where the ICT sector has grown substantially in recent decades,
growth will continue but is expected to remain modest. For example, the ICT
consultancy services sector is expected to remain relatively stable in Denmark after
having experienced a 30% increase since 2005.22 Similarly in the UK, the ICT
16
FAS (2012). 17
Sistema Informativo Excelsior (2012). 18
Košice IT Valley (2009). 19
Statistical Office of the Republic of Slovenia (2012). 20
NAV (2012). 21
E-Skills Monitor (2010). 22
Statistics Denmark (2012).
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services market is mature and largely saturated and further investment and
innovation will be the key to maintaining or growing markets. In Norway, the ICT
sector has turned into one of the country’s flagship industries and is expected to
continue as such.
The long-term impact of the current recession on the ICT sector is relatively hard to
assess, past evidence suggests that ICT sector growth rates do follow general
economic trends, however, the sector has recently performed better than the overall
economy. Indeed, ICT companies were better equipped to deal with the current
recession by comparison with the situation observed after the 2001 ‘dot-com’ crisis.
The computing services sector will continue to expand in the EU. Employment growth
of 7.6% is forecast, from 3 million workers in the sector in 2010 to 3.2 million in 2020.
Compared with the average of 3.4% employment growth forecast across all sectors,
ICT will be one of the fastest growing sectors in Europe.23
Emerging demand for ICT services in countries located outside ‘mature’ European
markets could lead ICT companies to open new research centres and branches in
these new markets. Off-shoring of ICT services is also considered to be an important
trend for the sector. While the manufacturing of computer hardware has been off-
shored for some time, the relocation of the ICT service industry outside Europe is a
more recent phenomenon. The growth of off-shoring activities depends on several
factors such as the availability of skills in the offshore location, local ICT infrastructure
and the success of developments such as cloud computing or utility computing and
whether or not services are suitable to be provided from a distance. Off-shoring of
ICT services is expected to remain relatively limited as a proportion of overall ICT
services revenues. The impact of off-shoring on the European ICT sector labour
market thus far has not been negative as indeed, the sector has expanded at the
same time as relocations have taken place. Going forward, the EU is more likely to
off-shore mature, low value added ICT services (with lower profit margins) to non-EU
countries while exporting higher value added new and innovative ICT services.
In the medium term, the outlook for the ICT sector will remain positive, as
demonstrated by these country examples:
■ In Cyprus, the ICT sector is expected to be one of 10 high growth sectors.
Employment in the sector is expected to grow by 3.4% per year between 2010
and 2020. During this period, there will be increasing demand of 5% per year for
ICT managers, 3% per year for Analysts and Programmers and 5% per year for
ICT assistant technicians and for PC assistant technicians.24
23
Cedefop (2012). 24
HRDA (2010).
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■ In France, the ICT sector is expected to create around 81,000 net new jobs
during 2010 - 2020, from a base of 534,000 jobs in 2010.25 The jobs created in the
ICT sector are expected to constitute around 5% of the 1.5 million net new jobs
anticipated by 2020.
■ In Ireland, strong growth in the demand for software engineering professionals
(42.4%) and computer associate professionals (25%) is anticipated.26 The ICT
sector has to some extent recovered the job losses suffered after the 2008
downturn.
■ In the UK, after a period of a decline, output levels in the ICT sector are expected
to pick up significantly in the coming decade.27 The net impact on employment is
modest in relation to the pre-recession growth. Professional occupations are still
expected to dominate the sector. The occupational structure of the sector favours
the highest-qualified. This is expected to continue, moving from the current 55%
of employees being highly-qualified to 60% by 2020. Intermediate level
qualifications are anticipated to fall significantly (to under 20% of the workforce),
while the share of low level qualifications are projected to rise slightly.
4. Skills supply in the ICT sector
Levels of ICT skills interest and competence amongst young people provide an
indication of the future potential supply of skills for the ICT sector. Students’ access
and use of ICT at school has improved since 2000.28 On average across OECD
countries, the percentage of students who reported having a computer at home
increased from 72% in 2000 to 94% in 2009. During the same period, Internet access
at home grew from 45% to 89%, on average across the OECD. The vast majority of
European countries show large increases in students’ self-confidence in being able to
undertake high-level ICT tasks. Despite this improvement, a divide in the student
access and use of ICT is evident between countries.
As graduates from science, mathematics, engineering and science often move into
the ICT sector, their availability is also important for the supply of future potential
skills. The supply of tertiary education graduates with STEM skills varies significantly
across the countries, with STEM graduates constituting around 11-12% of all
graduates in the UK, Germany, Greece and Ireland compared to around 5% in
Latvia, Lithuania, Romania and Bulgaria.29 Importantly, however, across the EU, the
number of tertiary education graduates in science, mathematics and computing fields
has declined slightly in the 2006-2010 period, from 9.8% in 2006 to 9.1% in 2010.
Country-level trends are very different, with significant increases in the number of
25
CAS (2012). 26
FAS/ESRI (2010). 27
UKCES (2012). 28
OECD (2011). 29
Eurostat, table [educ_itertc].
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STEM graduates apparent in Malta and Slovenia (albeit from a rather low baseline)
and Denmark and Germany, but significant decreases in Belgium, Ireland, Cyprus
and Austria.
More directly, a large part of the future technical workforce in the ICT sector is also
expected to come from the pool of computing graduates, especially at the tertiary
level. However, the annual number of students graduating in computing in the EU-27
has been declining over the last five years, following a peak in 2005-2006 (see
Figure 3). Important to note is the variation in the number of graduates by ISCED
levels:
At Level 4 (Post-secondary non-tertiary education - pre-vocational and vocational
programme orientation) and Level 5 (first stage of tertiary education) the numbers
of graduates have declined in the last five years following a peak in 2005-2006;
At Level 6 (second stage of tertiary education) the number of graduates has
continued to increase throughout the last decade (from 1,839 graduates in 2011
to 3,468 graduates in 2010), although representing relatively low numbers.
Figure 3 - Evolution of the numbers of tertiary education graduates in computing, EU-27, 2001-2010, ISCED levels 4-6
Source: Eurostat, table [educ_grad5].
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20,000
40,000
60,000
80,000
100,000
120,000
140,000
160,000
180,000
200,000
2001 2002 2003 2004 2005 2006 2007 2008 2009 2010
Total levels 4-6 Level 4 Level 5 Level 6
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5. Skills mismatches in the ICT sector
5.1. Macro-level imbalances between the demand for ICT services and the supply of ICT graduates
An insufficient supply of ICT graduates is demonstrated in the following country
examples:
■ In the Czech Republic, the number of university graduates in informatics
increased significantly between 2005-2010, and is expected to remain at around
1,100-1,200 graduates per year to 2016.30 In contrast, the demand for ICT sector
workers is expected to grow by 31% in the 2010-2020 period (from around 56,000
workers in 2010 to around 73,000 workers in 2020), significantly above the
average 2% growth in employment expected across all sectors.31
■ In Ireland, a significant gap is anticipated up to 2015 between ICT sector demand
and the domestic supply of computing graduates of about 2,000-3,000 and
hundreds for electronics graduates.32 Such concerns remain relevant in the post-
crisis context and the gap between demand and domestic supply will have to be
bridged by an inflow of graduates from outside Ireland.33
■ In Slovakia, research in the region of eastern Slovakia suggested that the number
of graduates participating in ICT-oriented tertiary study programmes will not cover
the growing demand for ICT workers.34 Additionally the brain drain from the region
is exacerbating the skills gap.
■ In Sweden, there is an excess supply of programmers forecast until 2025, after
which a shortage is forecast.35
■ In Iceland, the expansion of the ICT sector will depend on the availability of
computing programming graduates. Currently, the number of graduates in
science, mathematics and computing remains low and it has even declined
recently (18.2% of all graduates in the academic year 2000-2001 to 15.6% in
2009-2010).36
It is important however to highlight that across the countries, new cohorts of ICT
graduates will only represent part of the workforce joining the sector. For example, in
the UK, on an annual basis up to 2015 it is expected that 18% (22,600) of the
average annual net recruitment needs will be met by tertiary education graduates,
compared to 43% from those already in work in other sectors (and 39% from other
sources).37
30
National Training Fund (2008). 31
National Training Fund (2012). 32
Expert Group on Future Skills Needs (2008). 33
Expert Group on Future Skills Needs (2012). 34
Košice IT Valley (2009). 35
Statistics Sweden (2012). 36
Statistics Iceland (2012). 37
E-Skills UK (2012).
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5.2. Skills shortages and gaps identified at the firm and individual level
The existence of hard to fill vacancies
Prior to the recent economic recession, skills shortages and gaps in the ICT sector
have been widely reported in various EU countries. In the Czech Republic, for
example, employers have repeatedly reported job vacancies in the ICT sector as
hard-to-fill.
Commonly reported hard to fill vacancies concern functions such as help desk or
end-user support functions; data centre specialists; network specialists, storage
specialists, security specialists, application designers or programmers; system
architects, project managers.38 According to an employer survey across Europe, the
types of hard skills that were most difficult to find include ‘networking’ and ‘security’; a
shortage of systems architects and project managers were also reported in some
countries.39
Skills mismatches by country and by type of skills remain a concern for the sector:
■ In Ireland, currently the recruitment difficulties are evident among computer
software engineers, personnel with foreign language skills and ICT technical
background, ICT network specialists and engineers, ICT security experts, ICT
telecommunications, ICT project managers with technical background; and sales
and marketing personnel with IT technical background and relevant industry
knowledge.40
■ In Italy, 23.7% of all hires were considered difficult in the ICT sector in 2011, a
percentage similar to the share for all sectors.41 However, recruitment difficulties
are more prevalent among computing professionals and computer associate
professionals where about one third of hires projected for 2011 were considered
difficult.
■ In Norway, shortages of engineers are reported in the ICT sector and well as
skills shortages in software development and data technicians. According to an
employer survey in 2012, 17% of ICT firms had to recruit persons with an
educational background other than that initially required.42
■ In the UK, according to the 2011 IT employer survey, 11% of IT employers are
aware of skills gaps among employees and, of these, one third report this for IT
and telecoms staff (34%).43 Skills gaps are prevalent in large firms and seem to
be concentrated in the occupations of programmers / software development
professionals and web design / development professionals. Non-technical skills
38
E-skills Monitor (2010). 39
IDC Insight (2009); Didero M. et al. (2009). 40
FAS (2012). 41
Sistema Informativo Excelsior (2012). 42
NAV (2012). 43
National Skills Academy for IT (2011).
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gaps were also a concern for about two thirds of employers reporting skills gaps.
Gaps most commonly mentioned are interpersonal skills and sales-related skills,
and to a lesser extent, the ability to align IT activity with business needs and to
identify new product/process opportunities enabled by IT and telecoms
Assuming a continuation of past trends, skills gaps will emerge in relation to high
level technical skills among ICT professionals (for the design and development of
advanced services) but also in terms of managerial/customer oriented skills.
However, a decline in demand may occur for other types of ICT hard skills such as
traditional programming, given the introduction of more innovative programming
techniques.44
The re-emergence of skills gaps and the rapid evolution of new skills/applications
within the sector pose particular challenges for on-going skills development and
supply. In these circumstances strong co-operation between ICT companies and the
education and training sector is essential to guarantee that learning and development
is flexible, up-to-date and rapidly responsive to needs.
Useful resources
European level resources
EU statistics (Eurostat)
Annual detailed enterprise statistics for services (NACE Rev.2 H-N and S95) [sbs_na_1a_se_r2]
Employment by occupation and economic activity (from 2008, NACE Rev. 2) [lfsa_eisn2]
Employment by sex, age and economic activity (from 2008, NACE rev.2) (1 000) [lfsa_egan2]
Employment by sex, age and detailed economic activity (from 2008, NACE Rev.2 two digit level) (1 000) (lfsa_egan22d)
Graduates in ISCED 3 to 6 by field of education and sex [educ_grad5]
Eurostat, ICT survey on ICT usage in enterprises, http://epp.eurostat.ec.europa.eu/portal/page/portal/information_society/data/database
Publications and reports
Cedefop (2012) Skills Forecasts Online Tool http://www.cedefop.europa.eu/EN/about-cedefop/projects/forecasting-skill-demand-and-supply/skills-forecasts/detailed-data.aspx
Digital competence: identification and European-wide validation of its key components for all levels of learners (DIGCOMP), http://is.jrc.ec.europa.eu/pages/EAP/DIGCOMP.html
Danish Technological Institute (2011), ‘Testing and refining criteria to assess media literacy levels in Europe’, for European Commission, DG Information Society and Media, http://ec.europa.eu/culture/media/literacy/docs/final-report-ML-study-2011_en.PDF
44
European Commission (2010). In traditional programming, the programme performs operations on data, while in more innovative programming techniques, the programme instructs objects to perform actions that in turn perform operations on data. This introduces an additional level of abstraction over traditional programming techniques and thus requires different skills sets.
http://epp.eurostat.ec.europa.eu/portal/page/portal/information_society/data/databasehttp://www.cedefop.europa.eu/EN/about-cedefop/projects/forecasting-skill-demand-and-supply/skills-forecasts/detailed-data.aspxhttp://www.cedefop.europa.eu/EN/about-cedefop/projects/forecasting-skill-demand-and-supply/skills-forecasts/detailed-data.aspxhttp://is.jrc.ec.europa.eu/pages/EAP/DIGCOMP.htmlhttp://www.dti.dk/http://ec.europa.eu/culture/media/literacy/docs/final-report-ML-study-2011_en.pdf
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European Commission (2009) ‘Anticipating the development of the supply and demand of e-skills in Europe 2010-2015’, http://www.eskills-monitor.eu/foresight-2/
European Commission (2010) ‘Monitoring e-Skills Demand and Supply in Europe. Current Situation, Scenarios, and Future Development Forecasts until 2015’, http://www.eskills-monitor.eu/foresight-2/
European Commission (2012) ‘Commission Staff Working Document: Exploiting the employment
potential of ICTs’,
http://ec.europa.eu/social/main.jsp?catId=822&langId=en&newsId=1270&moreDocuments=yes&table
Name=news
Kolding, M., Robinson, C., Ahorlu, M., (2009) ‘White paper, Post Crisis: e-Skills are Needed to Drive Europe’s Innovation Society’, IDC EMEA,
http://ec.europa.eu/enterprise/sectors/ict/files/idc_wp_november_2009_en.PDF
OECD (2002), ‘Measuring the information economy 2002’,
http://www.oecd.org/internet/interneteconomy/2771153.pdf
OECD (2011), ‘PISA 2009 Results: Students on Line: Digital Technologies and Performance’ (Volume VI), http://dx.doi.org/10.1787/9789264112995-en
National level resources
Belgium
Walloon Agency for Telecommonications and ICT (2012) ‘ICT Barometer’ (Baromètre TIC 2012 de la Wallonie, Agence Wallonne des Télécommunications, la plateforme ICT de la Wallonie), http://www.awt.be/web/dem/index.aspx?page=dem,fr,b12,000,000
Cyprus
HRDA (2010), ‘Employment Forecasts for Higher Level Occupations 2010-2020’, http://hrda.org.cy/easyconsole.cfm/page/project/p_id/28
HRDA (2010) ‘Employment Forecasts for the Cyprus Economy 2010-2020’,
http://hrda.org.cy/easyconsole.cfm/page/project/p_id/27
Czech Republic
Czech Future Skills, www.czechfutureskills.eu
Petr Doucek, Ota Novotný, Iva Pecáková, Jiří Voříšek: (2007) ‘Human resources in ICT: Analysis of supply and demand for IT experts in the Czech Republic’ ISBN: 978-80-86946-51-1 (not available online)
Czech Statistical Office, Statistics on information technologies in the Czech Republic, http://www.czso.cz/eng/redakce.nsf/i/information_technologies
National Training Fund (2008) ‘Forecast of graduates 2011-2016’, Available at the National Training Fund (contact through http://en.nvf.cz/narodni-observator)
National Training Fund (2012) Budoucnost profesí v ICT službách (‘Future skill needs in ICT services in 2008-2020 period’) http://www.budoucnostprofesi.cz/sectoral-studies/ict-sector.html
Denmark
Danmarks Statistik (Statistics Denmark) (2012), RAS9: Beskæftige de efter branche (DB07), socio-økonomisk status, alder og køn, (Employed by economic activity, socio-economic status, age and gender) http://www.statistikbanken.dk/statbank5a/default.asp?w=1280
France
CAS (2012) CAS, DARES analysis, ‘Occupations in 2020’, March 2012, http://www.travail-emploi-sante.gouv.fr/IMG/pdf/2012-022.pdf
http://www.eskills-monitor.eu/foresight-2/http://www.eskills-monitor.eu/foresight-2/http://ec.europa.eu/social/main.jsp?catId=822&langId=en&newsId=1270&moreDocuments=yes&tableName=newshttp://ec.europa.eu/social/main.jsp?catId=822&langId=en&newsId=1270&moreDocuments=yes&tableName=newshttp://ec.europa.eu/enterprise/sectors/ict/files/idc_wp_november_2009_en.PDFhttp://www.oecd.org/internet/interneteconomy/2771153.pdfhttp://dx.doi.org/10.1787/9789264112995-enhttp://www.awt.be/web/dem/index.aspx?page=dem,fr,b12,000,000http://hrda.org.cy/easyconsole.cfm/page/project/p_id/28http://www.czechfutureskills.eu/http://www.czso.cz/eng/redakce.nsf/i/information_technologieshttp://en.nvf.cz/narodni-observatorhttp://www.budoucnostprofesi.cz/sectoral-studies/ict-sector.htmlhttp://www.statistikbanken.dk/statbank5a/default.asp?w=1280http://www.travail-emploi-sante.gouv.fr/IMG/pdf/2012-022.pdfhttp://www.travail-emploi-sante.gouv.fr/IMG/pdf/2012-022.pdf
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EU Skills Panorama Analytical Highlight
Germany
FreQueNz (2010) Zukünftige Qualifikationserfordernisse durch Web 2.0 (‘Future skill needs through Web 2.0’) http://www.frequenz.net/uploads/tx_freqprojerg/Abschlussbericht_Web_2.0_final.pdf
Ireland
Department of Education and Skills (2012) ‘ICT Action Plan: Meeting the High-Level Skills Needs of Enterprise in Ireland’, http://www.education.ie/en/Publications/Policy-Reports/ICT-Action-Plan-Meeting-the-high-level-skills-needs-of-enterprise-in-Ireland.pdf
Expert Group on Future Skills Needs (2008) ‘Future Requirement for High-Level Skills in the ICT Sector’ http://www.egfsn.ie/media/egfsn080623_future_ict_skills.pdf
Expert Group on Future Skills Needs (2012) ‘Addressing High-Level ICT Skills Recruitment Needs; Research Findings’, http://www.egfsn.ie/media/EGFSN31012012-Addressing-High-Level-ICT-Skills-Recruitment-Needs.pdf
FAS (2012) ‘Vacancy Overview 2011’, http://www.fas.ie/NR/rdonlyres/C59C2E9F-E626-4806-9DEE-7061EBD0B091/0/VacancyOverview2011Report.pdf
FAS/ESRI (2010) Occupational Employment Forecasts 2015, http://www.fas.ie/NR/rdonlyres/FDBB3580-C466-4002-8EE7-C289E9E8BAB2/999/OccupationalEmploymentForecastsMarch2010.pdf
Italy
Unioncamere – Ministero del Lavoro, Sistema informativo Excelsior, (2011), ‘I fabbisogni professionali e formativi del settore ICT’ (The vocational and training needs of the ICT sector in 2011)
http://excelsior.unioncamere.net/index.php?option=com_content&view=category&layout=blog&id=41&Itemid=86&limitstart=8
Lithuania
National platform of programming equipment and services technologies, http://www.nsstp.lt/projektai/it-kompleksin-programa
Slovakia
Košice IT Valley (2009) Identifikacia sucasnych a ocakavanych potrieb firiem v oblasti informacnych a komunikacnych technologii v regione vychodneho Slovenska (‘Identification of current and expected needs of enterprises in the ICT sector in Eastern Slovakia’)
http://www.kosiceitvalley.sk/public/File/identIT/IdentIT-online.pdf
Slovenia
Ministry of Higher Education, Science and Technology, Information Society Directorate (Direktorat za informacijsko družbo) http://www.arhiv.mvzt.gov.si/si/delovna_podrocja/informacijska_druzba/
Statistical Office of the Republic of Slovenia, Datasets on Information Society http://www.stat.si/tema_ekonomsko_infdruzba.asp
http://pxweb.stat.si/pxweb/Database/Economy/Economy.asp
IMAD (Institute for Macroeconomic Analysis and Development) (2012) ‘Spring Forecast of Employment Trends’, http://www.umar.gov.si/fileadmin/user_upload/publikacije/analiza/Pomladanska_napoved_2012/statisticna_prilogaPNNG2012.pdf
Sweden
Statistics Sweden (2012) Trender och prognoser om utbildning och arbetsmarknad (’Trends and prognosis for training and labour market’), http://www.scb.se/Pages/Product____9938.aspx
http://www.frequenz.net/uploads/tx_freqprojerg/Abschlussbericht_Web_2.0_final.pdfhttp://www.education.ie/en/Publications/Policy-Reports/ICT-Action-Plan-Meeting-the-high-level-skills-needs-of-enterprise-in-Ireland.pdfhttp://www.education.ie/en/Publications/Policy-Reports/ICT-Action-Plan-Meeting-the-high-level-skills-needs-of-enterprise-in-Ireland.pdfhttp://www.egfsn.ie/media/egfsn080623_future_ict_skills.pdfhttp://www.fas.ie/NR/rdonlyres/C59C2E9F-E626-4806-9DEE-7061EBD0B091/0/VacancyOverview2011Report.pdfhttp://www.fas.ie/NR/rdonlyres/C59C2E9F-E626-4806-9DEE-7061EBD0B091/0/VacancyOverview2011Report.pdfhttp://www.fas.ie/NR/rdonlyres/FDBB3580-C466-4002-8EE7-C289E9E8BAB2/999/OccupationalEmploymentForecastsMarch2010.pdfhttp://www.fas.ie/NR/rdonlyres/FDBB3580-C466-4002-8EE7-C289E9E8BAB2/999/OccupationalEmploymentForecastsMarch2010.pdfhttp://excelsior.unioncamere.net/index.php?option=com_content&view=category&layout=blog&id=41&Itemid=86&limitstart=8http://excelsior.unioncamere.net/index.php?option=com_content&view=category&layout=blog&id=41&Itemid=86&limitstart=8http://www.nsstp.lt/projektai/it-kompleksin-programahttp://www.kosiceitvalley.sk/public/File/identIT/IdentIT-online.pdfhttp://www.arhiv.mvzt.gov.si/si/delovna_podrocja/informacijska_druzba/http://www.stat.si/tema_ekonomsko_infdruzba.asphttp://pxweb.stat.si/pxweb/Database/Economy/Economy.asphttp://www.umar.gov.si/fileadmin/user_upload/publikacije/analiza/Pomladanska_napoved_2012/statisticna_prilogaPNNG2012.pdfhttp://www.umar.gov.si/fileadmin/user_upload/publikacije/analiza/Pomladanska_napoved_2012/statisticna_prilogaPNNG2012.pdfhttp://www.scb.se/Pages/Product____9938.aspx
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UK
E-Skills UK (2011) ‘Technology Insights 2011’, http://www.e-skills.com/research/research-themes/future-trends/
E-Skills UK (2012) ‘Technology Insights 2012’, http://www.e-skills.com/research/research-themes/future-trends/
National Skills Academy for IT, (2011) ‘Employer survey 2011’, e-Skills UK, http://www.itskillsacademy.ac.uk/
Higher Education Statistics Agency (2012) ‘Destinations of Leavers from Higher Education in the United Kingdom for the Academic Year 2010/11’, Statistical First Release 178, June 2012, http://unistats.direct.gov.uk/
UKCES (2012), ‘Working Futures 2010-2020: Sectoral Report’, http://www.ukces.org.uk/ourwork/working-futures
Norway
Statistics Norway, Information sector, economic indicators, final figures 2010, http://www.ssb.no/iktoms_en/tab-2012-08-30-01-en.html
Information on Norwegian business sectors: http://www.norway.org/aboutnorway/economy/Bransjer-en/
NAV (2012) ‘National Enterprise Survey 2012’, http://www.nav.no/Om+NAV/Tall+og+analyse/Analyser/Arbeid+og+velferd/Arbeid+og+velferd/Bedriftsunders%C3%B8kelsen.200473.cms
Iceland
Statistics Iceland, http://www.hagstofa.is
Please quote this Analytical Highlight as:
EU Skills Panorama (2012) Information and Communications Technologies (ICT) Sector
Analytical Highlight, prepared by ICF GHK for the European Commission
http://www.e-skills.com/research/research-themes/future-trends/http://www.e-skills.com/research/research-themes/future-trends/http://www.e-skills.com/research/research-themes/future-trends/http://www.e-skills.com/research/research-themes/future-trends/http://www.itskillsacademy.ac.uk/http://unistats.direct.gov.uk/http://www.ukces.org.uk/ourwork/working-futureshttp://www.ssb.no/iktoms_en/tab-2012-08-30-01-en.htmlhttp://www.norway.org/aboutnorway/economy/Bransjer-en/http://www.norway.org/aboutnorway/economy/Bransjer-en/http://www.nav.no/Om+NAV/Tall+og+analyse/Analyser/Arbeid+og+velferd/Arbeid+og+velferd/Bedriftsunders%C3%B8kelsen.200473.cmshttp://www.nav.no/Om+NAV/Tall+og+analyse/Analyser/Arbeid+og+velferd/Arbeid+og+velferd/Bedriftsunders%C3%B8kelsen.200473.cmshttp://www.hagstofa.is/