The following table provides summary statistics for permanent job vacancies with a requirement for Data Virtualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Virtualisation over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Virtualization
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 820 933 908
Rank change year-on-year +113 -25  
Permanent jobs citing Data Virtualisation 32 17 46
As % of all permanent IT jobs advertised in the UK 0.037% 0.016% 0.043%
As % of the Processes & Methodologies category 0.042% 0.018% 0.049%
Number of salaries quoted 20 15 44
Median salary £55,000 £55,000 £75,000
Median salary % change year-on-year - -26.66%  
90% offered a salary of more than £50,000 £36,018 £59,500
10% offered a salary of more than £59,250 £70,000 £92,500
UK excluding London median salary £97,500 £36,018 £67,500
% change year-on-year +170.69% -46.64%  

Data Virtualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 76116 92469 93160
As % of all permanent IT job vacancies advertised in the UK 89.12% 88.57% 87.00%
Number of salaries quoted 62627 76549 75387
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Virtualisation
Job Vacancy Trend

The job posting trend of jobs advertised citing Data Virtualisation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Virtualisation in the UK

Data Virtualisation
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Virtualisation.

Salary trend for Data Virtualisation in the UK

Data Virtualisation
Salary Histogram

The salary distribution of IT jobs citing Data Virtualisation over the 3 months to 29 March 2017.

Salary histogram for Data Virtualisation in the UK

Data Virtualisation
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Virtualisation within the UK over the 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +88 31 £55,000 - 4
London +86 28 £55,000 -21.42% 4
East of England +20 2 £97,500 +69.56%
Cambridgeshire - 2 £97,500 -
Cambridge - 2 £97,500 -
Folkestone - 1 - -
Kent - 1 - -
South East - 1 - -
Edinburgh - 1 £50,000 -
Scotland - 1 £50,000 -

For the 6 months to 29 March 2017, IT jobs citing Data Virtualisation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Data Virtualisation.

1 35 (67.31%) JavaScript
2 33 (63.46%) Java
3 32 (61.54%) ETL
4 30 (57.69%) Business Intelligence
4 30 (57.69%) Degree
5 29 (55.77%) SQL
6 28 (53.85%) Computer Science
7 25 (48.08%) Agile Software Development
8 24 (46.15%) Finance
8 24 (46.15%) Data Modelling
8 24 (46.15%) Jaspersoft
8 24 (46.15%) Data Transformation
9 17 (32.69%) Analytical Skills
9 17 (32.69%) QlikView
9 17 (32.69%) Groovy
9 17 (32.69%) JasperReports
9 17 (32.69%) Linux
10 13 (25.00%) MySQL
11 12 (23.08%) Web Services
11 12 (23.08%) Unit Testing
11 12 (23.08%) Analytics
12 11 (21.15%) Amazon AWS
12 11 (21.15%) Git (software)
13 9 (17.31%) REST
14 8 (15.38%) Software Engineering
15 7 (13.46%) Data Management
15 7 (13.46%) Scrum
15 7 (13.46%) .NET
15 7 (13.46%) .NET Framework
15 7 (13.46%) Visualisation

Data Virtualisation
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (11.54%) SharePoint
2 4 (7.69%) Elasticsearch
3 1 (1.92%) Apache Spark
Applications
1 1 (1.92%) MS Office
Cloud Services
1 11 (21.15%) Amazon AWS
2 7 (13.46%) SaaS
Database & Business Intelligence
1 17 (32.69%) JasperReports
1 17 (32.69%) QlikView
2 13 (25.00%) MySQL
3 6 (11.54%) SQL Server
4 5 (9.62%) Big Data
5 4 (7.69%) SQL Server 2012
5 4 (7.69%) SQL Server 2014
5 4 (7.69%) SQL Server Analysis Services
5 4 (7.69%) SQL Server Integration Services
5 4 (7.69%) SQL Server Reporting Services
6 3 (5.77%) Data Warehouse
7 2 (3.85%) DB2
8 1 (1.92%) Apache Cassandra
8 1 (1.92%) Hadoop
8 1 (1.92%) IBM InfoSphere
8 1 (1.92%) MongoDB
8 1 (1.92%) NoSQL
8 1 (1.92%) PostgreSQL
8 1 (1.92%) RDBMS
8 1 (1.92%) Star Schema
Development Applications
1 11 (21.15%) Git (software)
2 4 (7.69%) Cucumber
2 4 (7.69%) Jenkins
2 4 (7.69%) Maven
2 4 (7.69%) Selenium
General
1 24 (46.15%) Finance
2 3 (5.77%) Telecoms
3 2 (3.85%) Law
3 2 (3.85%) Pharmaceutical
4 1 (1.92%) Banking
4 1 (1.92%) Games
4 1 (1.92%) Marketing
Job Titles
1 37 (71.15%) Developer
2 28 (53.85%) Business Intelligence Developer
3 14 (26.92%) Business Developer
4 8 (15.38%) Architect
5 6 (11.54%) Enterprise Solutions Architect
5 6 (11.54%) Senior Architect
5 6 (11.54%) Senior Solutions Architect
5 6 (11.54%) Solutions Architect
6 5 (9.62%) SQL BI Developer
6 5 (9.62%) SQL Developer
7 4 (7.69%) Enterprise Architect
7 4 (7.69%) SQL Server BI Developer
7 4 (7.69%) SQL Server Developer
8 3 (5.77%) DBA
8 3 (5.77%) Junior
8 3 (5.77%) Junior Business Intelligence Developer
8 3 (5.77%) Junior Developer
9 2 (3.85%) MySQL Developer
9 2 (3.85%) Python Software Engineer
9 2 (3.85%) Senior Enterprise Architect
Libraries, Frameworks & Software Standards
1 12 (23.08%) Web Services
2 9 (17.31%) REST
3 7 (13.46%) .NET
3 7 (13.46%) .NET Framework
4 5 (9.62%) Spring
5 4 (7.69%) Backbone.js
5 4 (7.69%) Hibernate
5 4 (7.69%) jQuery
6 2 (3.85%) CSS
6 2 (3.85%) Flask
6 2 (3.85%) HTML
7 1 (1.92%) AngularJS
Miscellaneous
1 28 (53.85%) Computer Science
2 17 (32.69%) Analytical Skills
3 2 (3.85%) Algorithms
3 2 (3.85%) Data Centre
4 1 (1.92%) Fintech
4 1 (1.92%) iSeries
Operating Systems
1 17 (32.69%) Linux
2 1 (1.92%) AIX
2 1 (1.92%) Unix
Processes & Methodologies
1 32 (61.54%) ETL
2 30 (57.69%) Business Intelligence
3 25 (48.08%) Agile Software Development
4 24 (46.15%) Data Modelling
4 24 (46.15%) Data Transformation
5 12 (23.08%) Analytics
5 12 (23.08%) Unit Testing
6 8 (15.38%) Software Engineering
7 7 (13.46%) Data Management
7 7 (13.46%) DevOps
7 7 (13.46%) Master Data Management
7 7 (13.46%) Scrum
7 7 (13.46%) Translating Business Requirements
7 7 (13.46%) User Stories
7 7 (13.46%) Visualisation
8 6 (11.54%) Business Process Analysis
8 6 (11.54%) Business Process Modelling
8 6 (11.54%) Document Management
8 6 (11.54%) IT Strategy
8 6 (11.54%) Service Design
Programming Languages
1 35 (67.31%) JavaScript
2 33 (63.46%) Java
3 29 (55.77%) SQL
4 17 (32.69%) Groovy
5 5 (9.62%) Bash Shell
5 5 (9.62%) Perl
5 5 (9.62%) Python
6 4 (7.69%) T-SQL
7 2 (3.85%) Scala
8 1 (1.92%) R
8 1 (1.92%) Ruby
8 1 (1.92%) Shell Script
Qualifications
1 30 (57.69%) Degree
2 1 (1.92%) PhD
System Software
1 2 (3.85%) VMware Infrastructure
Vendors
1 24 (46.15%) Jaspersoft
2 6 (11.54%) SAP
3 4 (7.69%) Microsoft
4 2 (3.85%) Symantec
4 2 (3.85%) Veeam
4 2 (3.85%) VMware
5 1 (1.92%) IBM
5 1 (1.92%) Tableau
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