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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Transformation
England / South West
Rank 227 237 242
Rank change year-on-year
+10 +5
Permanent jobs citing Data Transformation 14 9 8
As % of all permanent IT jobs located in the South West 0.27% 0.16% 0.13%
As % of the Processes & Methodologies category 0.31% 0.17% 0.15%
Number of salaries quoted 14 5 8
Median salary £44,250 £65,000 £50,000
Median salary % change year-on-year
-31.92% +30.00%
UK excluding London median salary £42,500 £41,500 £43,250
% change year-on-year
+2.40% -4.04%

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
4572 5166 5241
As % of all permanent IT jobs located in the South West 89.65% 89.25% 87.72%
Number of salaries quoted 3731 4248 4400
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 £29,000 £28,000
10% offered a salary of more than £62,500 £60,000 £65,000
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 24 February 2017.

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 24 February 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 - 7 £45,000 - 1
Wiltshire +23 3 £42,500 -34.61%
Dorset +32 2 £45,000 - 1
Bristol +2 2 £32,500 -38.09% 1
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in the South West

For the 6 months to 24 February 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 26 (89.66%) SQL
2 22 (75.86%) Microsoft
3 20 (68.97%) Agile Software Development
4 18 (62.07%) Scrum
5 17 (58.62%) Finance
5 17 (58.62%) Java
5 17 (58.62%) SOAP
5 17 (58.62%) BDD
5 17 (58.62%) REST
6 15 (51.72%) Kanban
6 15 (51.72%) Team Foundation Server
6 15 (51.72%) SSH
6 15 (51.72%) ISTQB
6 15 (51.72%) JIRA
6 15 (51.72%) Test Management
6 15 (51.72%) Web Services
6 15 (51.72%) Linux
6 15 (51.72%) HP
6 15 (51.72%) ISEB
6 15 (51.72%) Zephyr
6 15 (51.72%) Defect Management
7 14 (48.28%) Gherkin
8 13 (44.83%) Git (software)
9 12 (41.38%) Marketing
9 12 (41.38%) Degree
9 12 (41.38%) XML
9 12 (41.38%) Telecoms
9 12 (41.38%) Programme Management
9 12 (41.38%) Linux Command Line
10 11 (37.93%) Business Intelligence

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 2 (6.90%) Apache
1 2 (6.90%) Apache Spark
1 2 (6.90%) BizTalk Server
1 2 (6.90%) IIS
1 2 (6.90%) Oracle SOA Suite
Applications
1 3 (10.34%) MS Excel
2 2 (6.90%) MS PowerPoint
2 2 (6.90%) MS Visio
Business Applications
1 9 (31.03%) SAP Oil and Gas
Cloud Services
1 7 (24.14%) Amazon AWS
2 3 (10.34%) SaaS
3 2 (6.90%) iPaaS
3 2 (6.90%) Microsoft Azure
3 2 (6.90%) PaaS
Communications & Networking
1 15 (51.72%) SSH
2 3 (10.34%) Extranet
3 2 (6.90%) FTP
3 2 (6.90%) SSL
4 1 (3.45%) SAN
Database & Business Intelligence
1 7 (24.14%) NoSQL
2 5 (17.24%) SQL Server
3 4 (13.79%) Relational Database
4 3 (10.34%) DTS
4 3 (10.34%) Microsoft Analysis Services
4 3 (10.34%) SQL Server 2008
4 3 (10.34%) SQL Server Analysis Services
4 3 (10.34%) SQL Server Integration Services
4 3 (10.34%) SQL Server Reporting Services
5 2 (6.90%) Big Data
5 2 (6.90%) Data Lake
5 2 (6.90%) Hadoop
5 2 (6.90%) Impala
5 2 (6.90%) Oracle Database
5 2 (6.90%) Oracle Database 11g
5 2 (6.90%) RDBMS
5 2 (6.90%) SQL Server 2014
5 2 (6.90%) SQL Server 2016
Development Applications
1 15 (51.72%) JIRA
1 15 (51.72%) Team Foundation Server
1 15 (51.72%) Zephyr
2 13 (44.83%) Git (software)
3 9 (31.03%) Jenkins
4 8 (27.59%) Maven
5 7 (24.14%) Bitbucket
5 7 (24.14%) Vagrant
6 6 (20.69%) Atlassian Bamboo
6 6 (20.69%) Cucumber
7 2 (6.90%) Eclipse
7 2 (6.90%) Selenium
7 2 (6.90%) SoapUI
7 2 (6.90%) Subversion
8 1 (3.45%) Appium
General
1 17 (58.62%) Finance
2 12 (41.38%) Marketing
2 12 (41.38%) Telecoms
3 10 (34.48%) Retail
4 9 (31.03%) Electronics
4 9 (31.03%) Manufacturing
5 5 (17.24%) Banking
Job Titles
1 9 (31.03%) Tester
2 5 (17.24%) Analyst
2 5 (17.24%) Manual Tester
3 4 (13.79%) Architect
3 4 (13.79%) Developer
4 3 (10.34%) Automation Tester
4 3 (10.34%) DBA
4 3 (10.34%) Head of Development
4 3 (10.34%) Java Developer
4 3 (10.34%) SQL DBA
4 3 (10.34%) SQL Server DBA
5 2 (6.90%) Applications Support
5 2 (6.90%) Applications Support Analyst
5 2 (6.90%) Integration Architect
5 2 (6.90%) Senior Developer
5 2 (6.90%) Senior Java Developer
5 2 (6.90%) Solutions Architect
5 2 (6.90%) Support Analyst
5 2 (6.90%) Test Automation Engineer
5 2 (6.90%) Test Engineer
Libraries, Frameworks & Software Standards
1 17 (58.62%) REST
1 17 (58.62%) SOAP
2 15 (51.72%) Web Services
3 14 (48.28%) Gherkin
4 12 (41.38%) XML
5 3 (10.34%) .NET
6 2 (6.90%) AngularJS
6 2 (6.90%) ASP.NET
6 2 (6.90%) J2EE
6 2 (6.90%) JDBC
6 2 (6.90%) JMS
6 2 (6.90%) JPA
6 2 (6.90%) Kafka
6 2 (6.90%) Spring
6 2 (6.90%) XSD
6 2 (6.90%) XSLT
Miscellaneous
1 12 (41.38%) Linux Command Line
2 3 (10.34%) Clustering
2 3 (10.34%) Replication
3 2 (6.90%) Analytical Skills
3 2 (6.90%) N-Tier
Operating Systems
1 15 (51.72%) Linux
Processes & Methodologies
1 20 (68.97%) Agile Software Development
2 18 (62.07%) Scrum
3 17 (58.62%) BDD
4 15 (51.72%) Defect Management
4 15 (51.72%) Kanban
4 15 (51.72%) Test Management
5 12 (41.38%) Programme Management
6 11 (37.93%) Business Intelligence
6 11 (37.93%) Manual Testing
6 11 (37.93%) Non-Functional Testing
6 11 (37.93%) TDD
7 9 (31.03%) Digital Marketing
8 7 (24.14%) Test Automation
8 7 (24.14%) Test Strategy
9 5 (17.24%) ETL
9 5 (17.24%) High Availability
9 5 (17.24%) OO
9 5 (17.24%) OOP
9 5 (17.24%) SDLC
10 4 (13.79%) SOA
Programming Languages
1 26 (89.66%) SQL
2 17 (58.62%) Java
3 6 (20.69%) XPath
4 5 (17.24%) Ruby
5 3 (10.34%) C#
5 3 (10.34%) T-SQL
6 2 (6.90%) JavaScript
6 2 (6.90%) Shell Script
6 2 (6.90%) VB.NET
Qualifications
1 15 (51.72%) ISEB
1 15 (51.72%) ISTQB
2 12 (41.38%) Degree
3 2 (6.90%) SC Cleared
3 2 (6.90%) Security Cleared
4 1 (3.45%) MCDBA
4 1 (3.45%) MCITP
4 1 (3.45%) Microsoft Certification
Quality Assurance & Compliance
1 4 (13.79%) QA
2 2 (6.90%) SLA
3 1 (3.45%) SDET
System Software
1 7 (24.14%) Docker
2 2 (6.90%) Oracle RAC
Systems Management
1 7 (24.14%) Opscode Chef
2 3 (10.34%) Microsoft Clustering
3 1 (3.45%) SQL Sentry
Vendors
1 22 (75.86%) Microsoft
2 15 (51.72%) HP
3 9 (31.03%) SAP
4 6 (20.69%) Oracle
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