Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Transformation
England > South West
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 325 318 327
Rank change year-on-year -7 +9 +10
Permanent jobs citing Data Transformation 12 28 32
As % of all permanent IT jobs advertised in the South West 0.12% 0.26% 0.27%
As % of the Processes & Methodologies category 0.13% 0.29% 0.30%
Number of salaries quoted 7 28 25
South West median annual salary £40,000 £43,250 £60,000
Median salary % change year-on-year -7.51% -27.92% +73.91%
10th Percentile £30,450 £35,000 £45,000
90th Percentile £46,750 £75,000 £65,000
England median annual salary £50,250 £47,250 £50,000
% change year-on-year +6.35% -5.50% +5.82%

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

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9265 9722 10568
As % of all permanent IT jobs advertised in the South West 89.53% 88.81% 88.79%
Number of salaries quoted 7634 8094 8868
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £63,750 £63,075
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Transformation
Job Vacancy Trend in the South West

Job postings citing Data Transformation as a percentage of all IT jobs advertised in the South West.

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 6 months to 17 November 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 6 months to 17 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
Gloucestershire +8 6 £42,500 +6.25% 1
Bristol -23 4 £32,500 -50.00% 2
Dorset -1 1 £45,000 -43.75%
Wiltshire - 1 - -
Data Transformation
England

For the 6 months to 17 November 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 11 (91.67%) SQL
2 10 (83.33%) Microsoft
3 9 (75.00%) Finance
4 8 (66.67%) Business Intelligence
5 6 (50.00%) SQL Server
6 5 (41.67%) Microsoft Excel
6 5 (41.67%) Agile Software Development
6 5 (41.67%) TDD
6 5 (41.67%) Team Foundation Server
6 5 (41.67%) Test Automation
7 4 (33.33%) Bitbucket
7 4 (33.33%) Analytics
7 4 (33.33%) Jenkins
7 4 (33.33%) Vagrant
7 4 (33.33%) Opscode Chef
7 4 (33.33%) Cucumber
7 4 (33.33%) BDD
7 4 (33.33%) NoSQL
7 4 (33.33%) REST
7 4 (33.33%) Test Strategy
7 4 (33.33%) Gherkin
7 4 (33.33%) Non-Functional Testing
7 4 (33.33%) Digital Marketing
7 4 (33.33%) Test Management
7 4 (33.33%) Atlassian Bamboo
7 4 (33.33%) Manual Testing
7 4 (33.33%) Kanban
7 4 (33.33%) Data Architecture
7 4 (33.33%) Git (software)
7 4 (33.33%) Amazon AWS

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 (25.00%) SharePoint
2 1 (8.33%) BizTalk Server
Applications
1 5 (41.67%) Microsoft Excel
2 3 (25.00%) Microsoft Office
2 3 (25.00%) Microsoft PowerPoint
2 3 (25.00%) MS Visio
Cloud Services
1 4 (33.33%) Amazon AWS
Communications & Networking
1 4 (33.33%) SSH
Database & Business Intelligence
1 6 (50.00%) SQL Server
2 4 (33.33%) NoSQL
2 4 (33.33%) SQL Server Integration Services
3 3 (25.00%) Power BI
3 3 (25.00%) RDBMS
3 3 (25.00%) Relational Database
3 3 (25.00%) SQL Server Analysis Services
3 3 (25.00%) SQL Server Reporting Services
4 2 (16.67%) Oracle Database
5 1 (8.33%) Data Warehouse
5 1 (8.33%) MySQL
Development Applications
1 5 (41.67%) Team Foundation Server
2 4 (33.33%) Atlassian Bamboo
2 4 (33.33%) Bitbucket
2 4 (33.33%) Cucumber
2 4 (33.33%) Git (software)
2 4 (33.33%) Jenkins
2 4 (33.33%) JIRA
2 4 (33.33%) Maven
2 4 (33.33%) Vagrant
2 4 (33.33%) Zephyr
3 2 (16.67%) Oracle APEX
4 1 (8.33%) Selenium
4 1 (8.33%) Visual Studio
4 1 (8.33%) Visual Studio Team System
General
1 9 (75.00%) Finance
2 4 (33.33%) Electronics
2 4 (33.33%) Manufacturing
2 4 (33.33%) Marketing
2 4 (33.33%) Telecoms
3 1 (8.33%) Banking
3 1 (8.33%) Retail
Job Titles
1 4 (33.33%) Developer
1 4 (33.33%) Java Engineer
1 4 (33.33%) Test Automation Engineer
1 4 (33.33%) Test Engineer
2 3 (25.00%) Business Intelligence Developer
3 2 (16.67%) Analyst
3 2 (16.67%) Architect
3 2 (16.67%) SSIS Developer
3 2 (16.67%) SSRS Developer
3 2 (16.67%) Systems Analyst
4 1 (8.33%) .NET Developer
4 1 (8.33%) Data Architect
4 1 (8.33%) Oracle Analyst
4 1 (8.33%) Power BI Developer
4 1 (8.33%) Solutions Architect
4 1 (8.33%) SQL Analyst
4 1 (8.33%) SQL BI Developer
4 1 (8.33%) SQL Developer
4 1 (8.33%) SQL Server Analyst
4 1 (8.33%) SSAS Developer
Libraries, Frameworks & Software Standards
1 4 (33.33%) Gherkin
1 4 (33.33%) REST
1 4 (33.33%) SOAP
1 4 (33.33%) Web Services
1 4 (33.33%) XML
2 3 (25.00%) .NET
3 1 (8.33%) ASP.NET
3 1 (8.33%) ASP.NET MVC
3 1 (8.33%) ASP.NET Web API
3 1 (8.33%) CSS
3 1 (8.33%) HTML
Miscellaneous
1 4 (33.33%) Linux Command Line
2 2 (16.67%) Analytical Skills
3 1 (8.33%) Data Structures
3 1 (8.33%) Management Information System
3 1 (8.33%) N-Tier
Operating Systems
1 4 (33.33%) Linux
Processes & Methodologies
1 8 (66.67%) Business Intelligence
2 5 (41.67%) Agile Software Development
2 5 (41.67%) TDD
2 5 (41.67%) Test Automation
3 4 (33.33%) Analytics
3 4 (33.33%) BDD
3 4 (33.33%) Data Architecture
3 4 (33.33%) Data Modelling
3 4 (33.33%) Defect Management
3 4 (33.33%) Digital Marketing
3 4 (33.33%) ETL
3 4 (33.33%) Kanban
3 4 (33.33%) Manual Testing
3 4 (33.33%) Non-Functional Testing
3 4 (33.33%) Programme Management
3 4 (33.33%) Scrum
3 4 (33.33%) Test Management
3 4 (33.33%) Test Strategy
4 3 (25.00%) Business Analytics
4 3 (25.00%) SDLC
Programming Languages
1 11 (91.67%) SQL
2 4 (33.33%) Java
2 4 (33.33%) Ruby
2 4 (33.33%) XPath
3 3 (25.00%) T-SQL
4 1 (8.33%) C#
4 1 (8.33%) JavaScript
Qualifications
1 4 (33.33%) Degree
1 4 (33.33%) ISEB
1 4 (33.33%) ISTQB
System Software
1 4 (33.33%) Docker
Systems Management
1 4 (33.33%) Opscode Chef
2 3 (25.00%) Systems Management Server (SMS)
Vendors
1 10 (83.33%) Microsoft
2 4 (33.33%) HP
2 4 (33.33%) SAP
3 3 (25.00%) Tableau
4 2 (16.67%) Oracle
5 1 (8.33%) Remedy