Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Virtualization
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1142 1198 1229
Rank change year-on-year +56 +31 +36
Permanent jobs citing Data Virtualisation 47 39 67
As % of all permanent IT jobs advertised in the UK 0.026% 0.021% 0.031%
As % of the Processes & Methodologies category 0.029% 0.023% 0.035%
Number of salaries quoted 23 29 47
UK median annual salary £65,000 £57,500 £62,500
Median salary % change year-on-year +13.04% -8.00% +8.70%
10th Percentile £41,250 £37,500 £33,545
90th Percentile £84,750 £98,750 £90,750
UK excluding London median annual salary £52,500 £80,000 £57,500
% change year-on-year -34.38% +39.13% -

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 161952 169683 193148
As % of all permanent IT jobs advertised in the UK 89.90% 89.39% 88.81%
Number of salaries quoted 127936 140934 159138
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £79,350 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

Data Virtualisation
Job Vacancy Trend

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

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 6 months to 23 November 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 6 months to 23 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
England +45 47 £65,000 +13.04% 2
London +21 34 £65,000 +18.18% 1
UK excluding London +39 13 £52,500 -34.38% 1
North of England +9 6 £52,500 +31.25%
Yorkshire +28 5 £52,500 +31.25%
South East - 4 £67,500 - 1
South West - 2 £42,500 -
East of England -2 1 - -
North West - 1 - -

For the 6 months to 23 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 with a requirement for Data Virtualisation.

1 37 (78.72%) Agile Software Development
2 30 (63.83%) Business Intelligence
3 29 (61.70%) SQL
4 25 (53.19%) JavaScript
5 24 (51.06%) MySQL
5 24 (51.06%) Unit Testing
6 23 (48.94%) ETL
6 23 (48.94%) Scrum
7 20 (42.55%) Web Services
7 20 (42.55%) Degree
7 20 (42.55%) Analytics
8 19 (40.43%) Analytical Skills
9 18 (38.30%) Amazon AWS
9 18 (38.30%) Computer Science
9 18 (38.30%) Java
10 17 (36.17%) Linux
10 17 (36.17%) Line Management
10 17 (36.17%) Computer Science Degree
10 17 (36.17%) Collaborative Working
11 16 (34.04%) Data Warehouse
11 16 (34.04%) Data Modelling
11 16 (34.04%) Visualisation
12 15 (31.91%) QlikView
12 15 (31.91%) Mentoring
12 15 (31.91%) Translating Business Requirements
12 15 (31.91%) Jaspersoft
13 14 (29.79%) D3.js
13 14 (29.79%) Microsoft
14 10 (21.28%) Spring
14 10 (21.28%) Maven

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 10 (21.28%) Elasticsearch
2 2 (4.26%) Oracle SOA Suite
3 1 (2.13%) Apache Spark
3 1 (2.13%) SAS
3 1 (2.13%) SharePoint
Applications
1 3 (6.38%) Microsoft Excel
2 1 (2.13%) Microsoft PowerPoint
Cloud Services
1 18 (38.30%) Amazon AWS
2 7 (14.89%) SaaS
3 2 (4.26%) Microsoft Azure
4 1 (2.13%) Azure Data Factory
4 1 (2.13%) Google Cloud Platform
Communications & Networking
1 1 (2.13%) Cisco ASA
Database & Business Intelligence
1 24 (51.06%) MySQL
2 16 (34.04%) Data Warehouse
3 15 (31.91%) QlikView
4 10 (21.28%) SQL Server
5 8 (17.02%) SQL Server Integration Services
6 6 (12.77%) SQL Server 2012
7 5 (10.64%) Big Data
7 5 (10.64%) Power BI
7 5 (10.64%) SQL Server Analysis Services
8 4 (8.51%) SQL Server Reporting Services
9 3 (6.38%) Hadoop
9 3 (6.38%) NoSQL
10 2 (4.26%) Enterprise Data Warehouse
10 2 (4.26%) Oracle Database
10 2 (4.26%) Oracle ODI
10 2 (4.26%) SQL Server 2008
11 1 (2.13%) BigQuery
11 1 (2.13%) HDInsight
11 1 (2.13%) JasperReports
11 1 (2.13%) Spotfire
Development Applications
1 10 (21.28%) Cucumber
1 10 (21.28%) Git (software)
1 10 (21.28%) Jenkins
1 10 (21.28%) Maven
1 10 (21.28%) Selenium
2 4 (8.51%) Visual Studio Team System
3 2 (4.26%) Visual Studio
4 1 (2.13%) JIRA
4 1 (2.13%) SQL Server Management Studio (SSMS)
4 1 (2.13%) Talend Open Studio
4 1 (2.13%) Team Foundation Server
General
1 9 (19.15%) Finance
2 1 (2.13%) Banking
2 1 (2.13%) Investment Banking
2 1 (2.13%) Marketing
Job Titles
1 23 (48.94%) Developer
2 14 (29.79%) Business Intelligence Lead
3 11 (23.40%) Business Intelligence Developer
4 10 (21.28%) Java Developer
4 10 (21.28%) Team Leader
5 6 (12.77%) Lead Developer
6 5 (10.64%) Senior Business Intelligence Developer
6 5 (10.64%) Senior Developer
7 3 (6.38%) Analyst
7 3 (6.38%) Consultant
7 3 (6.38%) Data Analyst
7 3 (6.38%) Development Team Leader
8 2 (4.26%) Architect
8 2 (4.26%) Cisco Consultant
8 2 (4.26%) Cisco Engineer
8 2 (4.26%) ETL Developer
8 2 (4.26%) Project Manager
8 2 (4.26%) Senior Manager
8 2 (4.26%) Senior Project Manager
9 1 (2.13%) Senior DBA
Libraries, Frameworks & Software Standards
1 20 (42.55%) Web Services
2 14 (29.79%) D3.js
3 10 (21.28%) Backbone.js
3 10 (21.28%) Hibernate
3 10 (21.28%) jQuery
3 10 (21.28%) Spring
4 7 (14.89%) .NET
4 7 (14.89%) .NET Framework
5 2 (4.26%) XML
Miscellaneous
1 19 (40.43%) Analytical Skills
2 18 (38.30%) Computer Science
3 1 (2.13%) Data Structures
3 1 (2.13%) Management Information System
3 1 (2.13%) User Experience
Operating Systems
1 17 (36.17%) Linux
Processes & Methodologies
1 37 (78.72%) Agile Software Development
2 30 (63.83%) Business Intelligence
3 24 (51.06%) Unit Testing
4 23 (48.94%) ETL
4 23 (48.94%) Scrum
5 20 (42.55%) Analytics
6 17 (36.17%) Collaborative Working
6 17 (36.17%) Line Management
7 16 (34.04%) Data Modelling
7 16 (34.04%) Visualisation
8 15 (31.91%) Mentoring
8 15 (31.91%) Translating Business Requirements
9 10 (21.28%) Test Automation
10 8 (17.02%) Data Transformation
10 8 (17.02%) Data Visualisation
11 7 (14.89%) User Stories
12 5 (10.64%) Coaching
12 5 (10.64%) ETL Development
12 5 (10.64%) SDLC
13 4 (8.51%) RUP
Programming Languages
1 29 (61.70%) SQL
2 25 (53.19%) JavaScript
3 18 (38.30%) Java
4 7 (14.89%) T-SQL
5 2 (4.26%) C
5 2 (4.26%) PL/SQL
5 2 (4.26%) R
6 1 (2.13%) Groovy
6 1 (2.13%) PowerShell
6 1 (2.13%) Python
6 1 (2.13%) VBA
Qualifications
1 20 (42.55%) Degree
2 17 (36.17%) Computer Science Degree
3 2 (4.26%) SC Cleared
3 2 (4.26%) Security Cleared
Quality Assurance & Compliance
1 3 (6.38%) Data Quality
2 1 (2.13%) Actionable Recommendations
2 1 (2.13%) GDPR
Systems Management
1 1 (2.13%) Perfmon
1 1 (2.13%) SCCM
Vendors
1 15 (31.91%) Jaspersoft
2 14 (29.79%) Microsoft
3 5 (10.64%) IBM
4 4 (8.51%) Cisco
4 4 (8.51%) Tableau
5 3 (6.38%) Oracle
6 2 (4.26%) Ab Initio
7 1 (2.13%) Alteryx
7 1 (2.13%) Cloudera
7 1 (2.13%) Cognos
7 1 (2.13%) Google
7 1 (2.13%) Informatica
7 1 (2.13%) Netezza
7 1 (2.13%) Talend
7 1 (2.13%) Teradata