The following table provides summary statistics for permanent job vacancies advertised in England 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 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Virtualization
UK / England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 807 884 924
Rank change year-on-year +77 +40  
Permanent jobs citing Data Virtualisation 50 25 27
As % of all permanent IT jobs advertised in England 0.060% 0.027% 0.026%
As % of the Processes & Methodologies category 0.067% 0.030% 0.030%
Number of salaries quoted 20 21 17
Median salary £50,000 £55,000 £75,000
Median salary % change year-on-year -9.09% -26.66%  
90% offered a salary of more than £42,450 £50,000 £50,864
10% offered a salary of more than £71,500 £80,000 £105,000
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 advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 74167 82321 91471
As % of all permanent IT job vacancies advertised in England 89.69% 89.01% 87.95%
Number of salaries quoted 60169 69604 75631
Median salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
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 in England

The job posting trend of jobs advertised in England 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 England

Data Virtualisation
Salary Trend in England

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

Salary trend for Data Virtualisation in England

Data Virtualisation
Salary Histogram in England

The salary distribution of IT jobs citing Data Virtualisation in England over the 3 months to 24 June 2017.

Salary histogram for Data Virtualisation in England

Data Virtualisation
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Virtualisation within the England region over the 3 months to 24 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
London +51 43 £50,000 -9.09%
South West - 4 £42,500 -
Yorkshire +6 3 £50,000 -
Data Virtualisation
UK

For the 6 months to 24 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 across the England region with a requirement for Data Virtualisation.

1 62 (80.52%) Java
2 61 (79.22%) JavaScript
3 59 (76.62%) Degree
3 59 (76.62%) Computer Science
4 56 (72.73%) Business Intelligence
5 53 (68.83%) ETL
6 51 (66.23%) SQL
6 51 (66.23%) Agile Software Development
7 49 (63.64%) Data Modelling
8 47 (61.04%) Jaspersoft
9 45 (58.44%) Data Transformation
10 42 (54.55%) Web Services
11 41 (53.25%) Amazon AWS
12 39 (50.65%) Unit Testing
13 38 (49.35%) Analytics
14 37 (48.05%) Linux
14 37 (48.05%) Computer Science Degree
15 33 (42.86%) MySQL
16 32 (41.56%) Git (software)
17 29 (37.66%) Analytical Skills
18 28 (36.36%) Visualisation
19 27 (35.06%) Scrum
19 27 (35.06%) Finance
19 27 (35.06%) Translating Business Requirements
20 24 (31.17%) QlikView
21 23 (29.87%) .NET Framework
21 23 (29.87%) SaaS
21 23 (29.87%) User Stories
21 23 (29.87%) .NET
22 22 (28.57%) Microsoft

Data Virtualisation
Co-occurring IT Skills in England 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 (18.18%) Elasticsearch
2 4 (5.19%) Oracle SOA Suite
3 2 (2.60%) SharePoint
4 1 (1.30%) Apache Spark
4 1 (1.30%) SAS
Applications
1 1 (1.30%) Microsoft Office
Cloud Services
1 41 (53.25%) Amazon AWS
2 23 (29.87%) SaaS
3 4 (5.19%) Google Cloud Platform
4 3 (3.90%) Microsoft Azure
Database & Business Intelligence
1 33 (42.86%) MySQL
2 24 (31.17%) QlikView
3 22 (28.57%) JasperReports
4 16 (20.78%) Big Data
5 7 (9.09%) Data Warehouse
6 5 (6.49%) SQL Server
6 5 (6.49%) SQL Server Integration Services
7 4 (5.19%) Enterprise Data Warehouse
7 4 (5.19%) Oracle Database
7 4 (5.19%) Oracle ODI
7 4 (5.19%) Power BI
7 4 (5.19%) SQL Server Analysis Services
7 4 (5.19%) SQL Server Reporting Services
8 3 (3.90%) Data Lake
8 3 (3.90%) NoSQL
8 3 (3.90%) OLTP
8 3 (3.90%) SQL Server 2012
9 1 (1.30%) Apache Cassandra
9 1 (1.30%) Microsoft Analysis Services
9 1 (1.30%) Spotfire
Development Applications
1 32 (41.56%) Git (software)
2 14 (18.18%) Cucumber
2 14 (18.18%) Jenkins
2 14 (18.18%) Maven
2 14 (18.18%) Selenium
3 2 (2.60%) Visual Studio Team System
4 1 (1.30%) Talend Open Studio
4 1 (1.30%) Visual Studio
General
1 27 (35.06%) Finance
2 3 (3.90%) Marketing
Job Titles
1 67 (87.01%) Developer
2 49 (63.64%) Business Intelligence Developer
3 19 (24.68%) Business Developer
4 11 (14.29%) Java Developer
5 7 (9.09%) Business Intelligence Lead
5 7 (9.09%) Lead Developer
6 6 (7.79%) Junior
6 6 (7.79%) Junior Business Intelligence Developer
6 6 (7.79%) Junior Developer
7 5 (6.49%) Architect
8 4 (5.19%) ETL Developer
8 4 (5.19%) SQL BI Developer
8 4 (5.19%) SQL Developer
9 3 (3.90%) Chief Architect
9 3 (3.90%) SQL Server BI Developer
9 3 (3.90%) SQL Server Developer
9 3 (3.90%) Team Leader
10 2 (2.60%) Data Analyst
10 2 (2.60%) Senior Solutions Architect
10 2 (2.60%) Solutions Architect
Libraries, Frameworks & Software Standards
1 42 (54.55%) Web Services
2 23 (29.87%) .NET
2 23 (29.87%) .NET Framework
3 14 (18.18%) Backbone.js
3 14 (18.18%) Hibernate
3 14 (18.18%) jQuery
3 14 (18.18%) Spring
4 7 (9.09%) D3.js
5 4 (5.19%) XML
6 3 (3.90%) Java EE
7 2 (2.60%) REST
Miscellaneous
1 59 (76.62%) Computer Science
2 29 (37.66%) Analytical Skills
Operating Systems
1 37 (48.05%) Linux
Processes & Methodologies
1 56 (72.73%) Business Intelligence
2 53 (68.83%) ETL
3 51 (66.23%) Agile Software Development
4 49 (63.64%) Data Modelling
5 45 (58.44%) Data Transformation
6 39 (50.65%) Unit Testing
7 38 (49.35%) Analytics
8 28 (36.36%) Visualisation
9 27 (35.06%) Scrum
9 27 (35.06%) Translating Business Requirements
10 23 (29.87%) User Stories
11 19 (24.68%) DevOps
12 14 (18.18%) Test Automation
13 7 (9.09%) Line Management
14 6 (7.79%) Web Development
15 5 (6.49%) Business Analysis
15 5 (6.49%) Data Integration
15 5 (6.49%) Mentoring
16 4 (5.19%) Information Management
16 4 (5.19%) SOA
Programming Languages
1 62 (80.52%) Java
2 61 (79.22%) JavaScript
3 51 (66.23%) SQL
4 22 (28.57%) Groovy
5 4 (5.19%) PL/SQL
6 3 (3.90%) C
6 3 (3.90%) T-SQL
7 2 (2.60%) R
8 1 (1.30%) Python
Qualifications
1 59 (76.62%) Degree
2 37 (48.05%) Computer Science Degree
3 3 (3.90%) SC Cleared
3 3 (3.90%) Security Cleared
Quality Assurance & Compliance
1 5 (6.49%) Data Quality
2 1 (1.30%) GDPR
Vendors
1 47 (61.04%) Jaspersoft
2 22 (28.57%) Microsoft
3 5 (6.49%) Oracle
4 4 (5.19%) Google
5 3 (3.90%) IBM
6 2 (2.60%) Cisco
6 2 (2.60%) Cloudera
6 2 (2.60%) SAP
6 2 (2.60%) Tableau
7 1 (1.30%) Ab Initio
7 1 (1.30%) Adobe
7 1 (1.30%) Alteryx
7 1 (1.30%) Informatica
7 1 (1.30%) Netezza
7 1 (1.30%) Sitecore
7 1 (1.30%) Talend
7 1 (1.30%) Teradata