The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Transformation
England / South West
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 237 224 247
Rank change year-on-year -13 +23  
Permanent jobs citing Data Transformation 5 14 4
As % of all permanent IT jobs advertised in the South West 0.094% 0.27% 0.067%
As % of the Processes & Methodologies category 0.10% 0.30% 0.077%
Number of salaries quoted 3 14 2
Median salary £65,000 £50,000 £42,000
Median salary % change year-on-year +30.00% +19.04%  
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year +5.88% -  

Data Transformation 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 the South West with a requirement for process and methodology skills.

Process & Methodology Skills
South West
Permanent job vacancies with a requirement for process and methodology skills 4806 4628 5174
As % of all permanent IT job vacancies advertised in the South West 90.39% 88.37% 86.84%
Number of salaries quoted 3954 3878 4327
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Transformation
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing Data Transformation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Transformation 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 in the South West.

Salary trend for Data Transformation in the South West

Data Transformation
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Transformation in the South West over the 3 months to 27 June 2017.

Salary histogram for Data Transformation 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 27 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
Gloucestershire -11 2 - -
Somerset - 2 £65,000 -
Dorset - 1 £45,000 -
Data Transformation
England

For the 6 months to 27 June 2017, 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 18 (85.71%) SQL
2 17 (80.95%) Finance
3 13 (61.90%) Microsoft
4 9 (42.86%) SQL Server
4 9 (42.86%) SDLC
5 8 (38.10%) BDD
5 8 (38.10%) Marketing
5 8 (38.10%) Java
5 8 (38.10%) Programme Management
5 8 (38.10%) Scrum
5 8 (38.10%) Telecoms
5 8 (38.10%) Agile Software Development
5 8 (38.10%) TDD
6 7 (33.33%) Banking
6 7 (33.33%) .NET
6 7 (33.33%) XML
7 6 (28.57%) Linux
7 6 (28.57%) MS Visio
7 6 (28.57%) RDBMS
7 6 (28.57%) Retail
7 6 (28.57%) Microsoft PowerPoint
7 6 (28.57%) Relational Database
8 5 (23.81%) Docker
8 5 (23.81%) Zephyr
8 5 (23.81%) Jenkins
8 5 (23.81%) Vagrant
8 5 (23.81%) Opscode Chef
8 5 (23.81%) Defect Management
8 5 (23.81%) Cucumber
8 5 (23.81%) NoSQL

Data Transformation
Co-occurring 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 (14.29%) BizTalk Server
2 2 (9.52%) IIS
Applications
1 6 (28.57%) Microsoft PowerPoint
1 6 (28.57%) MS Visio
2 4 (19.05%) Microsoft Excel
3 2 (9.52%) Microsoft Office
Business Applications
1 5 (23.81%) SAP Oil and Gas
Cloud Services
1 5 (23.81%) Amazon AWS
2 3 (14.29%) SaaS
3 2 (9.52%) Microsoft Azure
Communications & Networking
1 5 (23.81%) SSH
2 3 (14.29%) Extranet
3 1 (4.76%) FTP
3 1 (4.76%) SAN
Database & Business Intelligence
1 9 (42.86%) SQL Server
2 6 (28.57%) RDBMS
2 6 (28.57%) Relational Database
3 5 (23.81%) NoSQL
3 5 (23.81%) SQL Server Reporting Services
4 3 (14.29%) DTS
4 3 (14.29%) Microsoft Analysis Services
4 3 (14.29%) SQL Server 2008
4 3 (14.29%) SQL Server Analysis Services
4 3 (14.29%) SQL Server Integration Services
5 2 (9.52%) Big Data
5 2 (9.52%) MS Access
5 2 (9.52%) MySQL
5 2 (9.52%) Oracle Database
5 2 (9.52%) SQL Server 2014
5 2 (9.52%) SQL Server 2016
Development Applications
1 5 (23.81%) Atlassian Bamboo
1 5 (23.81%) Bitbucket
1 5 (23.81%) Cucumber
1 5 (23.81%) Git (software)
1 5 (23.81%) Jenkins
1 5 (23.81%) JIRA
1 5 (23.81%) Maven
1 5 (23.81%) Team Foundation Server
1 5 (23.81%) Vagrant
1 5 (23.81%) Zephyr
2 2 (9.52%) Oracle APEX
3 1 (4.76%) Selenium
General
1 17 (80.95%) Finance
2 8 (38.10%) Marketing
2 8 (38.10%) Telecoms
3 7 (33.33%) Banking
4 6 (28.57%) Retail
5 5 (23.81%) Electronics
5 5 (23.81%) Manufacturing
Job Titles
1 5 (23.81%) Analyst
1 5 (23.81%) Head of Development
2 4 (19.05%) Architect
2 4 (19.05%) Solutions Architect
3 3 (14.29%) Automation Tester
3 3 (14.29%) DBA
3 3 (14.29%) Java Automation Tester
3 3 (14.29%) SQL DBA
3 3 (14.29%) SQL Server DBA
3 3 (14.29%) Tester
4 2 (9.52%) Applications Support
4 2 (9.52%) Applications Support Analyst
4 2 (9.52%) Support Analyst
4 2 (9.52%) Systems Analyst
5 1 (4.76%) Oracle Analyst
5 1 (4.76%) SQL Analyst
5 1 (4.76%) SQL Server Analyst
5 1 (4.76%) Test Analyst
5 1 (4.76%) Test Automation Engineer
5 1 (4.76%) Test Engineer
Libraries, Frameworks & Software Standards
1 7 (33.33%) .NET
1 7 (33.33%) XML
2 5 (23.81%) Gherkin
2 5 (23.81%) REST
2 5 (23.81%) SOAP
2 5 (23.81%) Web Services
3 2 (9.52%) ASP.NET
Miscellaneous
1 5 (23.81%) Linux Command Line
2 4 (19.05%) N-Tier
3 3 (14.29%) Clustering
3 3 (14.29%) Replication
Operating Systems
1 6 (28.57%) Linux
2 1 (4.76%) Windows
Processes & Methodologies
1 9 (42.86%) SDLC
2 8 (38.10%) Agile Software Development
2 8 (38.10%) BDD
2 8 (38.10%) Programme Management
2 8 (38.10%) Scrum
2 8 (38.10%) TDD
3 5 (23.81%) Business Intelligence
3 5 (23.81%) Defect Management
3 5 (23.81%) Digital Marketing
3 5 (23.81%) Kanban
3 5 (23.81%) Manual Testing
3 5 (23.81%) Non-Functional Testing
3 5 (23.81%) Test Automation
3 5 (23.81%) Test Management
3 5 (23.81%) Test Strategy
4 4 (19.05%) ArchiMate
5 3 (14.29%) Continuous Integration
5 3 (14.29%) Database Optimisation
5 3 (14.29%) High Availability
5 3 (14.29%) Software Delivery
Programming Languages
1 18 (85.71%) SQL
2 8 (38.10%) Java
3 5 (23.81%) C#
3 5 (23.81%) T-SQL
3 5 (23.81%) XPath
4 4 (19.05%) Ruby
5 2 (9.52%) PHP
5 2 (9.52%) VB.NET
5 2 (9.52%) VBA
Qualifications
1 5 (23.81%) Degree
1 5 (23.81%) ISEB
1 5 (23.81%) ISTQB
2 1 (4.76%) MCDBA
2 1 (4.76%) MCITP
2 1 (4.76%) Microsoft Certification
Quality Assurance & Compliance
1 3 (14.29%) QA
2 2 (9.52%) Data Quality
2 2 (9.52%) SLA
System Software
1 5 (23.81%) Docker
Systems Management
1 5 (23.81%) Opscode Chef
2 3 (14.29%) Microsoft Clustering
3 1 (4.76%) SQL Sentry
Vendors
1 13 (61.90%) Microsoft
2 5 (23.81%) HP
2 5 (23.81%) SAP
3 4 (19.05%) Oracle