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 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Virtualization
UK
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 841 907 953
Rank change year-on-year +66 +46  
Permanent jobs citing Data Virtualisation 49 25 29
As % of all permanent IT jobs advertised in the UK 0.055% 0.025% 0.027%
As % of the Processes & Methodologies category 0.061% 0.029% 0.030%
Number of salaries quoted 19 21 19
Median salary £50,000 £55,000 £72,500
Median salary % change year-on-year -9.09% -24.13%  
90% offered a salary of more than £42,400 £50,000 £51,682
10% offered a salary of more than £78,000 £80,000 £95,000
UK excluding London median salary £43,750 £80,000 £53,000
% change year-on-year -45.31% +50.94%  

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 79998 87554 96376
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.92% 88.08%
Number of salaries quoted 64425 73206 78779
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 £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 27 June 2017.

Salary histogram for Data Virtualisation in the UK

Data Virtualisation
Top 9 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 27 June 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 +69 49 £50,000 -9.09%
London +58 42 £50,000 -9.09%
South West - 4 £42,500 -
Gloucestershire - 4 £42,500 -
West Yorkshire +13 3 £50,000 -
Yorkshire +1 3 £50,000 -
Bradford +3 2 £50,000 -
Leeds +7 1 £50,000 -
Filton - 1 £45,000 -

For the 6 months to 27 June 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 62 (79.49%) Java
2 61 (78.21%) JavaScript
3 59 (75.64%) Degree
3 59 (75.64%) Computer Science
4 57 (73.08%) Business Intelligence
5 53 (67.95%) ETL
6 51 (65.38%) SQL
6 51 (65.38%) Agile Software Development
7 49 (62.82%) Data Modelling
8 47 (60.26%) Jaspersoft
9 45 (57.69%) Data Transformation
10 42 (53.85%) Web Services
11 41 (52.56%) Amazon AWS
12 39 (50.00%) Unit Testing
13 38 (48.72%) Analytics
13 38 (48.72%) Linux
14 37 (47.44%) Computer Science Degree
15 33 (42.31%) MySQL
16 32 (41.03%) Git (software)
17 29 (37.18%) Analytical Skills
18 28 (35.90%) Visualisation
19 27 (34.62%) Finance
19 27 (34.62%) Scrum
19 27 (34.62%) Translating Business Requirements
20 24 (30.77%) QlikView
21 23 (29.49%) .NET Framework
21 23 (29.49%) SaaS
21 23 (29.49%) .NET
21 23 (29.49%) User Stories
22 22 (28.21%) Microsoft

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 14 (17.95%) Elasticsearch
2 4 (5.13%) Oracle SOA Suite
3 2 (2.56%) SharePoint
4 1 (1.28%) Apache Spark
4 1 (1.28%) SAS
Applications
1 1 (1.28%) Microsoft Office
Cloud Services
1 41 (52.56%) Amazon AWS
2 23 (29.49%) SaaS
3 4 (5.13%) Google Cloud Platform
4 3 (3.85%) Microsoft Azure
Database & Business Intelligence
1 33 (42.31%) MySQL
2 24 (30.77%) QlikView
3 22 (28.21%) JasperReports
4 16 (20.51%) Big Data
5 8 (10.26%) Data Warehouse
6 6 (7.69%) SQL Server
7 5 (6.41%) SQL Server Integration Services
8 4 (5.13%) Enterprise Data Warehouse
8 4 (5.13%) NoSQL
8 4 (5.13%) Oracle Database
8 4 (5.13%) Oracle ODI
8 4 (5.13%) Power BI
8 4 (5.13%) SQL Server Analysis Services
8 4 (5.13%) SQL Server Reporting Services
9 3 (3.85%) Data Lake
9 3 (3.85%) OLTP
9 3 (3.85%) SQL Server 2012
10 1 (1.28%) Apache Cassandra
10 1 (1.28%) Microsoft Analysis Services
10 1 (1.28%) Spotfire
Development Applications
1 32 (41.03%) Git (software)
2 14 (17.95%) Cucumber
2 14 (17.95%) Jenkins
2 14 (17.95%) Maven
2 14 (17.95%) Selenium
3 2 (2.56%) Visual Studio Team System
4 1 (1.28%) Talend Open Studio
4 1 (1.28%) Visual Studio
General
1 27 (34.62%) Finance
2 3 (3.85%) Marketing
Job Titles
1 67 (85.90%) Developer
2 49 (62.82%) Business Intelligence Developer
3 19 (24.36%) Business Developer
4 11 (14.10%) Java Developer
5 7 (8.97%) Business Intelligence Lead
5 7 (8.97%) Lead Developer
6 6 (7.69%) Junior
6 6 (7.69%) Junior Business Intelligence Developer
6 6 (7.69%) Junior Developer
7 5 (6.41%) Architect
8 4 (5.13%) ETL Developer
8 4 (5.13%) SQL BI Developer
8 4 (5.13%) SQL Developer
9 3 (3.85%) Chief Architect
9 3 (3.85%) SQL Server BI Developer
9 3 (3.85%) SQL Server Developer
9 3 (3.85%) Team Leader
10 2 (2.56%) Analyst
10 2 (2.56%) Data Analyst
10 2 (2.56%) Solutions Architect
Libraries, Frameworks & Software Standards
1 42 (53.85%) Web Services
2 23 (29.49%) .NET
2 23 (29.49%) .NET Framework
3 14 (17.95%) Backbone.js
3 14 (17.95%) Hibernate
3 14 (17.95%) jQuery
3 14 (17.95%) Spring
4 7 (8.97%) D3.js
5 4 (5.13%) XML
6 3 (3.85%) Java EE
7 2 (2.56%) REST
Miscellaneous
1 59 (75.64%) Computer Science
2 29 (37.18%) Analytical Skills
Operating Systems
1 38 (48.72%) Linux
Processes & Methodologies
1 57 (73.08%) Business Intelligence
2 53 (67.95%) ETL
3 51 (65.38%) Agile Software Development
4 49 (62.82%) Data Modelling
5 45 (57.69%) Data Transformation
6 39 (50.00%) Unit Testing
7 38 (48.72%) Analytics
8 28 (35.90%) Visualisation
9 27 (34.62%) Scrum
9 27 (34.62%) Translating Business Requirements
10 23 (29.49%) User Stories
11 19 (24.36%) DevOps
12 14 (17.95%) Test Automation
13 7 (8.97%) Line Management
14 6 (7.69%) Web Development
15 5 (6.41%) Business Analysis
15 5 (6.41%) Data Integration
15 5 (6.41%) Mentoring
16 4 (5.13%) Data Visualisation
16 4 (5.13%) Information Management
Programming Languages
1 62 (79.49%) Java
2 61 (78.21%) JavaScript
3 51 (65.38%) SQL
4 22 (28.21%) Groovy
5 4 (5.13%) PL/SQL
6 3 (3.85%) C
6 3 (3.85%) T-SQL
7 2 (2.56%) Python
7 2 (2.56%) R
8 1 (1.28%) Bash Shell
8 1 (1.28%) Perl
8 1 (1.28%) Ruby
Qualifications
1 59 (75.64%) Degree
2 37 (47.44%) Computer Science Degree
3 3 (3.85%) SC Cleared
3 3 (3.85%) Security Cleared
Quality Assurance & Compliance
1 5 (6.41%) Data Quality
2 1 (1.28%) GDPR
Vendors
1 47 (60.26%) Jaspersoft
2 22 (28.21%) Microsoft
3 5 (6.41%) Oracle
4 4 (5.13%) Google
5 3 (3.85%) IBM
6 2 (2.56%) Cisco
6 2 (2.56%) Cloudera
6 2 (2.56%) SAP
6 2 (2.56%) Tableau
7 1 (1.28%) Ab Initio
7 1 (1.28%) Adobe
7 1 (1.28%) Alteryx
7 1 (1.28%) Informatica
7 1 (1.28%) Netezza
7 1 (1.28%) Sitecore
7 1 (1.28%) Talend
7 1 (1.28%) Teradata