Period
to 17 January 2018

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Data Virtualisation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Virtualisation over the 6 months to 17 January 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Virtualization
UK > England
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 801 827 828
Rank change year-on-year +26 +1 0
Contract jobs citing Data Virtualisation 35 7 23
As % of all contract IT jobs advertised in England 0.038% 0.008% 0.024%
As % of the Processes & Methodologies category 0.045% 0.009% 0.029%
Number of daily rates quoted 16 4 14
England median daily rate £525 £500 £538
Median daily rate % change year-on-year +5.00% -6.98% +26.47%
10th Percentile £406 £415 £349
90th Percentile £650 £575 £813
UK median daily rate £525 £500 £538
% change year-on-year +5.00% -6.98% +26.47%
Number of hourly rates quoted 3 0 0
England median hourly rate £53.00 - -
UK median hourly rate £53.00 - -

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

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 78,144 76,040 80,572
As % of all contract IT jobs advertised in England 84.59% 84.08% 82.66%
Number of daily rates quoted 52,821 50,742 53,006
England median daily rate £450 £433 £425
Median daily rate % change year-on-year +4.05% +1.76% +6.25%
10th Percentile £293 £269 £263
90th Percentile £638 £614 £600
UK median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 1,788 2,055 2,462
England median hourly rate £24.00 £25.00 £23.00
Median hourly rate % change year-on-year -4.00% +8.70% +15.00%
10th Percentile £11.43 £11.25 £11.25
90th Percentile £50.00 £48.75 £48.75
UK median hourly rate £23.50 £24.42 £23.35
% change year-on-year -3.77% +4.58% +16.75%

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
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Virtualisation in England.

Contractor daily rate trend for Data Virtualisation in England

Data Virtualisation
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Virtualisation in England over the 6 months to 17 January 2018.

Contractor daily rate histogram for Data Virtualisation in England

Data Virtualisation
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Virtualisation within the England region over the 6 months to 17 January 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -6 17 £600 +9.09% 5
North of England +57 10 £450 - 1
North West +22 6 £450 -
South West - 5 £425 -
Yorkshire - 4 - - 1
Midlands +8 3 £413 - 1
West Midlands - 3 £413 - 1
Data Virtualisation
UK

For the 6 months to 17 January 2018, IT contractor 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 contract ads across the England region with a requirement for Data Virtualisation.

1 19 (54.29%) Data Warehouse
2 17 (48.57%) Data Modelling
2 17 (48.57%) Agile Software Development
3 16 (45.71%) Finance
4 15 (42.86%) Business Intelligence
5 12 (34.29%) ETL
6 10 (28.57%) SQL
7 9 (25.71%) Data Integration
7 9 (25.71%) NoSQL
7 9 (25.71%) Data Quality
8 8 (22.86%) MarkLogic
9 7 (20.00%) Mentoring
9 7 (20.00%) Logical Data Model
9 7 (20.00%) Data Architecture
10 6 (17.14%) Domain-Driven Design
10 6 (17.14%) Java
10 6 (17.14%) SQL Server
10 6 (17.14%) Data Management
10 6 (17.14%) Data Lineage
11 5 (14.29%) JIRA
11 5 (14.29%) Power BI
12 4 (11.43%) MongoDB
12 4 (11.43%) Computer Science
12 4 (11.43%) Degree
12 4 (11.43%) QlikView
12 4 (11.43%) Cisco
12 4 (11.43%) Banking
13 3 (8.57%) Ab Initio
13 3 (8.57%) Asset Management
13 3 (8.57%) SQL Server Integration Services

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 2 (5.71%) Cloud Foundry
Cloud Services
1 3 (8.57%) Microsoft Azure
2 1 (2.86%) Amazon AWS
Database & Business Intelligence
1 19 (54.29%) Data Warehouse
2 9 (25.71%) NoSQL
3 8 (22.86%) MarkLogic
4 6 (17.14%) SQL Server
5 5 (14.29%) Power BI
6 4 (11.43%) MongoDB
6 4 (11.43%) QlikView
7 3 (8.57%) Data Lake
7 3 (8.57%) Data Mart
7 3 (8.57%) Hadoop
7 3 (8.57%) OLAP
7 3 (8.57%) SQL Server Integration Services
8 2 (5.71%) Big Data
8 2 (5.71%) Data Mining
8 2 (5.71%) OLAP Cube
8 2 (5.71%) SQL Server Analysis Services
9 1 (2.86%) Amazon Redshift
9 1 (2.86%) IBM InfoSphere
9 1 (2.86%) OLTP
Development Applications
1 5 (14.29%) JIRA
2 2 (5.71%) Gradle
2 2 (5.71%) Maven
General
1 16 (45.71%) Finance
2 4 (11.43%) Banking
3 3 (8.57%) Investment Banking
4 1 (2.86%) Automotive
4 1 (2.86%) Manufacturing
Job Titles
1 17 (48.57%) Architect
2 15 (42.86%) Data Architect
3 9 (25.71%) Developer
4 5 (14.29%) NoSQL Architect
4 5 (14.29%) Solutions Architect
5 4 (11.43%) Data Warehouse Developer
5 4 (11.43%) Enterprise Architect
6 3 (8.57%) Analyst
6 3 (8.57%) Business Intelligence Developer
6 3 (8.57%) Data Analyst
6 3 (8.57%) Enterprise Data Architect
7 2 (5.71%) Cloud Developer
7 2 (5.71%) Consultant
7 2 (5.71%) Data Consultant
7 2 (5.71%) Power BI Developer
7 2 (5.71%) SQL Analyst
7 2 (5.71%) SQL BI Developer
7 2 (5.71%) SQL Data Analyst
7 2 (5.71%) SQL Developer
7 2 (5.71%) Virtualisation Consultant
Libraries, Frameworks & Software Standards
1 2 (5.71%) .NET
1 2 (5.71%) JPA
1 2 (5.71%) React
1 2 (5.71%) Spring
1 2 (5.71%) Spring Cloud
2 1 (2.86%) ASP.NET
2 1 (2.86%) ASP.NET MVC
2 1 (2.86%) JSON
2 1 (2.86%) Razor View Engine
Miscellaneous
1 4 (11.43%) Computer Science
2 2 (5.71%) Analytical Skills
2 2 (5.71%) Management Information System
2 2 (5.71%) Reference Data
3 1 (2.86%) Data Structures
3 1 (2.86%) User Experience
Processes & Methodologies
1 17 (48.57%) Agile Software Development
1 17 (48.57%) Data Modelling
2 15 (42.86%) Business Intelligence
3 12 (34.29%) ETL
4 9 (25.71%) Data Integration
5 7 (20.00%) Data Architecture
5 7 (20.00%) Logical Data Model
5 7 (20.00%) Mentoring
6 6 (17.14%) Data Lineage
6 6 (17.14%) Data Management
6 6 (17.14%) Domain-Driven Design
7 3 (8.57%) Asset Management
7 3 (8.57%) Data Strategy
7 3 (8.57%) Microservices
7 3 (8.57%) Performance Analysis
8 2 (5.71%) Conceptual Models
8 2 (5.71%) Data Governance
8 2 (5.71%) DevOps
8 2 (5.71%) Line Management
8 2 (5.71%) Technical Analysis
Programming Languages
1 10 (28.57%) SQL
2 6 (17.14%) Java
3 3 (8.57%) PowerShell
4 2 (5.71%) Scala
5 1 (2.86%) C#
5 1 (2.86%) Python
5 1 (2.86%) T-SQL
Qualifications
1 4 (11.43%) Degree
2 1 (2.86%) BPSS Clearance
Quality Assurance & Compliance
1 9 (25.71%) Data Quality
Vendors
1 4 (11.43%) Cisco
2 3 (8.57%) Ab Initio
2 3 (8.57%) Cognos
2 3 (8.57%) Microsoft
3 2 (5.71%) CA
4 1 (2.86%) IBM
4 1 (2.86%) Oracle