The table below looks at the statistics for Data Transformation skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Data Transformation over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Data Transformation
Rank 236 233 226
Rank change year-on-year
-3 -7
Permanent jobs citing Data Transformation 10 18 13
As % of all permanent IT jobs located in the South West 0.18% 0.30% 0.21%
As % of the Processes & Methodologies category 0.20% 0.35% 0.25%
Number of salaries quoted 10 14 12
Median salary £43,750 £60,000 £33,500
Median salary % change year-on-year
-27.08% +79.10%
90% offered a salary of more than £40,000 £45,000 £32,500
10% offered a salary of more than £65,000 £64,250 £57,500
UK excluding London median salary £42,500 £43,000 £40,000
% change year-on-year
-1.16% +7.50%
Data Transformation
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4915 5112 5270
As % of all permanent IT jobs located in the South West 87.35% 86.48% 84.99%
Number of salaries quoted 4109 4274 4275
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £29,500 £28,500 £27,500
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Transformation
Jobs Demand Trend in the South West

The demand trend of job ads across the South West region citing Data Transformation as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in the South West

Data Transformation
Salary Trend in the South West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Transformation across the South West region.

Data Transformation Salary Trend in the South West

Data Transformation
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Data Transformation across the South West region over the 3 months to 26 August 2016.

Data Transformation Salary Histogram in the South West

Data Transformation
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the South West region over the 3 months to 26 August 2016. 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
(Click see detailed
statistics and trends)
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
Gloucestershire -3 8 £41,250 +30.95% 4
Bristol - 2 £65,000 -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in the South West

For the 6 months to 26 August 2016, IT jobs citing Data Transformation 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 South West region with a requirement for Data Transformation.

1 22 (95.65%) SQL
2 19 (82.61%) Microsoft
3 18 (78.26%) Business Intelligence
4 16 (69.57%) Scrum
5 15 (65.22%) Finance
5 15 (65.22%) Manufacturing
5 15 (65.22%) Electronics
5 15 (65.22%) Telecoms
5 15 (65.22%) HP
5 15 (65.22%) ISEB
5 15 (65.22%) SAP
5 15 (65.22%) Linux
5 15 (65.22%) SOAP
5 15 (65.22%) Web Services
5 15 (65.22%) Programme Management
5 15 (65.22%) Agile Software Development
5 15 (65.22%) SSH
5 15 (65.22%) SAP Oil and Gas
5 15 (65.22%) ISTQB
5 15 (65.22%) Marketing
5 15 (65.22%) JIRA
5 15 (65.22%) Digital Marketing
5 15 (65.22%) Test Management
5 15 (65.22%) Kanban
5 15 (65.22%) Team Foundation Server
5 15 (65.22%) BDD
5 15 (65.22%) REST
5 15 (65.22%) Gherkin
5 15 (65.22%) Zephyr
5 15 (65.22%) Defect Management

Data Transformation
Top Related IT Skills in the South West 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 3 (13.04%) SharePoint
Applications
1 4 (17.39%) MS Excel
Business Applications
1 15 (65.22%) SAP Oil and Gas
Communications & Networking
1 15 (65.22%) SSH
Database & Business Intelligence
1 3 (13.04%) Data Warehouse
1 3 (13.04%) SQL Server
1 3 (13.04%) SQL Server Analysis Services
1 3 (13.04%) SQL Server Reporting Services
Development Applications
1 15 (65.22%) JIRA
1 15 (65.22%) Team Foundation Server
1 15 (65.22%) Zephyr
2 13 (56.52%) Git (software)
3 6 (26.09%) Atlassian Bamboo
3 6 (26.09%) Cucumber
3 6 (26.09%) Jenkins
3 6 (26.09%) Maven
4 1 (4.35%) Visual Studio Team System
General
1 15 (65.22%) Electronics
1 15 (65.22%) Finance
1 15 (65.22%) Manufacturing
1 15 (65.22%) Marketing
1 15 (65.22%) Telecoms
Job Titles
1 9 (39.13%) Developer
1 9 (39.13%) Tester
2 8 (34.78%) Manual Tester
2 8 (34.78%) Software Tester
3 5 (21.74%) Analyst
3 5 (21.74%) Developer in Test
3 5 (21.74%) Test Automation Developer
3 5 (21.74%) Test Engineer
4 4 (17.39%) Business Analyst
4 4 (17.39%) Java Engineer
4 4 (17.39%) Test Automation Engineer
5 3 (13.04%) Business Developer
5 3 (13.04%) Business Intelligence Developer
5 3 (13.04%) Java Developer
6 2 (8.70%) Automation Tester
6 2 (8.70%) Java Automation Tester
7 1 (4.35%) .NET Developer
7 1 (4.35%) .NET Software Developer
7 1 (4.35%) C# .NET Developer
7 1 (4.35%) C# Developer
Libraries, Frameworks & Software Standards
1 15 (65.22%) Gherkin
1 15 (65.22%) REST
1 15 (65.22%) SOAP
1 15 (65.22%) Web Services
2 7 (30.43%) XML
3 4 (17.39%) .NET
3 4 (17.39%) ASP.NET
3 4 (17.39%) JSON
Miscellaneous
1 6 (26.09%) Client/Server
2 4 (17.39%) Analytical Skills
3 3 (13.04%) Visualisation
Operating Systems
1 15 (65.22%) Linux
Processes & Methodologies
1 18 (78.26%) Business Intelligence
2 16 (69.57%) Scrum
3 15 (65.22%) Agile Software Development
3 15 (65.22%) BDD
3 15 (65.22%) Defect Management
3 15 (65.22%) Digital Marketing
3 15 (65.22%) Kanban
3 15 (65.22%) Programme Management
3 15 (65.22%) Test Management
4 13 (56.52%) Non-Functional Testing
5 8 (34.78%) Automated Testing
6 7 (30.43%) Manual Testing
6 7 (30.43%) OO
6 7 (30.43%) OOP
7 6 (26.09%) TDD
7 6 (26.09%) Test Automation
7 6 (26.09%) Test Strategy
7 6 (26.09%) Workflow
8 4 (17.39%) Software Delivery
8 4 (17.39%) Web Development
Programming Languages
1 22 (95.65%) SQL
2 9 (39.13%) Java
3 6 (26.09%) Ruby
4 3 (13.04%) VB
5 1 (4.35%) C#
Qualifications
1 15 (65.22%) ISEB
1 15 (65.22%) ISTQB
2 7 (30.43%) Degree
Vendors
1 19 (82.61%) Microsoft
2 15 (65.22%) HP
2 15 (65.22%) SAP
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