Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Virtualization
UK > England
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 1124 1151 1207
Rank change year-on-year +27 +56 +61
Permanent jobs citing Data Virtualisation 48 39 60
As % of all permanent IT jobs advertised in England 0.028% 0.022% 0.030%
As % of the Processes & Methodologies category 0.032% 0.024% 0.033%
Number of salaries quoted 23 29 40
England median annual salary £65,000 £57,500 £62,500
Median salary % change year-on-year +13.04% -8.00% +8.70%
10th Percentile £42,500 £37,500 £33,545
90th Percentile £86,250 £98,750 £93,875
UK median annual salary £65,000 £57,500 £62,500
% change year-on-year +13.04% -8.00% +8.70%

Data Virtualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 152153 160470 180138
As % of all permanent IT jobs advertised in England 89.91% 89.39% 88.75%
Number of salaries quoted 121055 134622 149914
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Data Virtualisation
Job Vacancy Trend in England

Job postings citing Data Virtualisation as a percentage of all IT jobs advertised in England.

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 6 months to 22 November 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +9 35 £65,000 +18.18%
North of England -6 6 £52,500 +31.25%
Yorkshire +19 5 £52,500 +31.25%
South East - 4 £67,500 - 2
South West - 2 £42,500 -
East of England +6 1 - -
North West - 1 - -
Data Virtualisation
UK

For the 6 months to 22 November 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 37 (77.08%) Agile Software Development
2 30 (62.50%) Business Intelligence
3 29 (60.42%) SQL
4 26 (54.17%) JavaScript
5 25 (52.08%) MySQL
5 25 (52.08%) ETL
5 25 (52.08%) Unit Testing
6 23 (47.92%) Scrum
7 21 (43.75%) Web Services
7 21 (43.75%) Degree
7 21 (43.75%) Analytics
8 20 (41.67%) Amazon AWS
8 20 (41.67%) Java
9 19 (39.58%) Computer Science
9 19 (39.58%) Analytical Skills
10 18 (37.50%) Computer Science Degree
10 18 (37.50%) Collaborative Working
10 18 (37.50%) Linux
11 17 (35.42%) Data Modelling
11 17 (35.42%) Line Management
11 17 (35.42%) Visualisation
12 16 (33.33%) Jaspersoft
12 16 (33.33%) Translating Business Requirements
12 16 (33.33%) Microsoft
13 15 (31.25%) Data Warehouse
13 15 (31.25%) QlikView
13 15 (31.25%) Mentoring
14 14 (29.17%) D3.js
15 11 (22.92%) Git (software)
16 10 (20.83%) Test Automation

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 10 (20.83%) Elasticsearch
2 2 (4.17%) Oracle SOA Suite
3 1 (2.08%) Apache Spark
3 1 (2.08%) SAS
3 1 (2.08%) SharePoint
Applications
1 3 (6.25%) Microsoft Excel
2 1 (2.08%) Microsoft PowerPoint
Cloud Services
1 20 (41.67%) Amazon AWS
2 8 (16.67%) SaaS
3 3 (6.25%) Microsoft Azure
4 2 (4.17%) Google Cloud Platform
5 1 (2.08%) Azure Data Factory
Communications & Networking
1 1 (2.08%) Cisco ASA
Database & Business Intelligence
1 25 (52.08%) MySQL
2 15 (31.25%) Data Warehouse
2 15 (31.25%) QlikView
3 9 (18.75%) SQL Server
4 8 (16.67%) SQL Server Integration Services
5 6 (12.50%) Big Data
5 6 (12.50%) SQL Server 2012
6 5 (10.42%) Power BI
6 5 (10.42%) SQL Server Analysis Services
7 4 (8.33%) SQL Server Reporting Services
8 3 (6.25%) NoSQL
9 2 (4.17%) Data Lake
9 2 (4.17%) Enterprise Data Warehouse
9 2 (4.17%) Hadoop
9 2 (4.17%) Oracle Database
9 2 (4.17%) Oracle ODI
10 1 (2.08%) Amazon Redshift
10 1 (2.08%) Apache Cassandra
10 1 (2.08%) BigQuery
10 1 (2.08%) MongoDB
Development Applications
1 11 (22.92%) Git (software)
2 10 (20.83%) Cucumber
2 10 (20.83%) Jenkins
2 10 (20.83%) Maven
2 10 (20.83%) Selenium
3 4 (8.33%) Visual Studio Team System
4 2 (4.17%) Visual Studio
5 1 (2.08%) JIRA
5 1 (2.08%) Talend Open Studio
5 1 (2.08%) Team Foundation Server
General
1 9 (18.75%) Finance
2 1 (2.08%) Banking
2 1 (2.08%) Investment Banking
2 1 (2.08%) Marketing
Job Titles
1 24 (50.00%) Developer
2 14 (29.17%) Business Intelligence Lead
3 12 (25.00%) Business Intelligence Developer
4 10 (20.83%) Java Developer
4 10 (20.83%) Team Leader
5 6 (12.50%) Lead Developer
6 5 (10.42%) Senior Business Intelligence Developer
6 5 (10.42%) Senior Developer
7 3 (6.25%) Analyst
7 3 (6.25%) Architect
7 3 (6.25%) Consultant
7 3 (6.25%) Data Analyst
7 3 (6.25%) Development Team Leader
8 2 (4.17%) Cisco Consultant
8 2 (4.17%) Cisco Engineer
8 2 (4.17%) ETL Developer
8 2 (4.17%) Project Manager
8 2 (4.17%) Senior Manager
8 2 (4.17%) Senior Project Manager
9 1 (2.08%) Data Consultant
Libraries, Frameworks & Software Standards
1 21 (43.75%) Web Services
2 14 (29.17%) D3.js
3 10 (20.83%) Backbone.js
3 10 (20.83%) Hibernate
3 10 (20.83%) jQuery
3 10 (20.83%) Spring
4 8 (16.67%) .NET
4 8 (16.67%) .NET Framework
5 2 (4.17%) XML
6 1 (2.08%) Java EE
Miscellaneous
1 19 (39.58%) Analytical Skills
1 19 (39.58%) Computer Science
2 1 (2.08%) Data Structures
2 1 (2.08%) Management Information System
2 1 (2.08%) User Experience
Operating Systems
1 18 (37.50%) Linux
Processes & Methodologies
1 37 (77.08%) Agile Software Development
2 30 (62.50%) Business Intelligence
3 25 (52.08%) ETL
3 25 (52.08%) Unit Testing
4 23 (47.92%) Scrum
5 21 (43.75%) Analytics
6 18 (37.50%) Collaborative Working
7 17 (35.42%) Data Modelling
7 17 (35.42%) Line Management
7 17 (35.42%) Visualisation
8 16 (33.33%) Translating Business Requirements
9 15 (31.25%) Mentoring
10 10 (20.83%) Test Automation
11 9 (18.75%) Data Transformation
12 8 (16.67%) Data Visualisation
12 8 (16.67%) User Stories
13 5 (10.42%) Coaching
13 5 (10.42%) ETL Development
13 5 (10.42%) SDLC
14 4 (8.33%) RUP
Programming Languages
1 29 (60.42%) SQL
2 26 (54.17%) JavaScript
3 20 (41.67%) Java
4 6 (12.50%) T-SQL
5 2 (4.17%) C
5 2 (4.17%) PL/SQL
5 2 (4.17%) R
6 1 (2.08%) Groovy
6 1 (2.08%) PowerShell
6 1 (2.08%) Python
6 1 (2.08%) VBA
Qualifications
1 21 (43.75%) Degree
2 18 (37.50%) Computer Science Degree
3 2 (4.17%) SC Cleared
3 2 (4.17%) Security Cleared
Quality Assurance & Compliance
1 3 (6.25%) Data Quality
2 1 (2.08%) Actionable Recommendations
2 1 (2.08%) GDPR
Vendors
1 16 (33.33%) Jaspersoft
1 16 (33.33%) Microsoft
2 5 (10.42%) IBM
3 4 (8.33%) Cisco
3 4 (8.33%) Tableau
4 3 (6.25%) Oracle
5 2 (4.17%) Ab Initio
5 2 (4.17%) Google
6 1 (2.08%) Alteryx
6 1 (2.08%) Cloudera
6 1 (2.08%) Cognos
6 1 (2.08%) Informatica
6 1 (2.08%) Netezza
6 1 (2.08%) Talend
6 1 (2.08%) Teradata