The table below looks at the statistics for Data Transformation skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Data Transformation over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Transformation
Rank 237 265 284
Rank change year-on-year
+28 +19
Permanent jobs citing Data Transformation 10 13 13
As % of all permanent IT jobs located in the East of England 0.15% 0.17% 0.15%
As % of the Processes & Methodologies category 0.18% 0.21% 0.19%
Number of salaries quoted 5 10 13
Median salary £24,000 £43,750 £45,000
Median salary % change year-on-year
-45.14% -2.77%
UK excluding London median salary £45,000 £40,000 £47,500
% change year-on-year
+12.50% -15.78%
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 East of England region.

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
5696 6289 6870
As % of all permanent IT jobs located in the East of England 86.57% 83.24% 81.14%
Number of salaries quoted 4725 5137 5653
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Transformation
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England 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 East of England

Data Transformation
Salary Trend in the East of England

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

Data Transformation Salary Trend in the East of England

Data Transformation
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Data Transformation across the East of England region over the 3 months to 28 May 2016.

Data Transformation Salary Histogram in the East of England

Data Transformation
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the East of England region over the 3 months to 28 May 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
Cambridgeshire -6 6 £28,250 -17.61%
Hertfordshire +19 2 £37,500 - 1
Essex - 2 £24,000 -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in the East of England

For the 6 months to 28 May 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 East of England region with a requirement for Data Transformation.

1 14 (60.87%) SQL
2 8 (34.78%) EDI
2 8 (34.78%) E-business
3 7 (30.43%) Windows
3 7 (30.43%) .NET
3 7 (30.43%) SQL Server
4 6 (26.09%) CRM
4 6 (26.09%) Data Warehouse
4 6 (26.09%) Business Intelligence
5 5 (21.74%) Data Management
5 5 (21.74%) Software Engineering
5 5 (21.74%) Degree
5 5 (21.74%) NoSQL
5 5 (21.74%) Analytical Skills
5 5 (21.74%) Data Structures
6 4 (17.39%) Windows Server
6 4 (17.39%) Data Quality
6 4 (17.39%) AngularJS
6 4 (17.39%) Analytics
6 4 (17.39%) Agile Software Development
6 4 (17.39%) Linux
6 4 (17.39%) XML
6 4 (17.39%) XSL
6 4 (17.39%) MS Excel
6 4 (17.39%) SAP
6 4 (17.39%) CSS
6 4 (17.39%) HTML
6 4 (17.39%) JavaScript
7 3 (13.04%) Data Modelling
7 3 (13.04%) SOA

Data Transformation
Top Related IT Skills in the East of 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 (8.70%) Apache Solr
1 2 (8.70%) Elasticsearch
1 2 (8.70%) Tomcat
Applications
1 4 (17.39%) MS Excel
2 2 (8.70%) MS Office
3 1 (4.35%) MS PowerPoint
Cloud Services
1 2 (8.70%) GitHub
1 2 (8.70%) Office 365
2 1 (4.35%) SaaS
Communications & Networking
1 2 (8.70%) Network Security
Database & Business Intelligence
1 7 (30.43%) SQL Server
2 6 (26.09%) Data Warehouse
3 5 (21.74%) NoSQL
4 3 (13.04%) Enterprise Data Warehouse
4 3 (13.04%) SQL Server 2008
4 3 (13.04%) SQL Server Integration Services
4 3 (13.04%) SQL Server Reporting Services
5 2 (8.70%) Data Mining
5 2 (8.70%) MySQL
5 2 (8.70%) QlikView
5 2 (8.70%) RDBMS
5 2 (8.70%) Relational Database
5 2 (8.70%) SQL Server 2012
5 2 (8.70%) Text Mining
6 1 (4.35%) DTS
6 1 (4.35%) Microsoft Analysis Services
6 1 (4.35%) OLAP
6 1 (4.35%) SAP Data Services
6 1 (4.35%) SQL Server 2005
6 1 (4.35%) SQL Server Analysis Services
Development Applications
1 2 (8.70%) Git (software)
1 2 (8.70%) Maven
1 2 (8.70%) Team Foundation Server
1 2 (8.70%) Visual Studio
2 1 (4.35%) SQL Server Management Studio (SSMS)
General
1 3 (13.04%) Pharmaceutical
2 2 (8.70%) Finance
2 2 (8.70%) Retail
2 2 (8.70%) Telecoms
3 1 (4.35%) Manufacturing
3 1 (4.35%) Marketing
Job Titles
1 5 (21.74%) Developer
2 3 (13.04%) Architect
2 3 (13.04%) Data Architect
3 2 (8.70%) Analyst
3 2 (8.70%) Business Intelligence Specialist
3 2 (8.70%) Database Analyst
3 2 (8.70%) Deployment Engineer
3 2 (8.70%) Excel Analyst
3 2 (8.70%) Excel Specialist
3 2 (8.70%) IT Engineer
3 2 (8.70%) Java Developer
3 2 (8.70%) Junior
3 2 (8.70%) Report Specialist
3 2 (8.70%) Senior Developer
3 2 (8.70%) Software Developer
3 2 (8.70%) Software Test Engineer
3 2 (8.70%) SQL Analyst
3 2 (8.70%) Support Engineer
3 2 (8.70%) Systems Engineer
3 2 (8.70%) Test Engineer
Libraries, Frameworks & Software Standards
1 8 (34.78%) EDI
2 7 (30.43%) .NET
3 4 (17.39%) AngularJS
3 4 (17.39%) CSS
3 4 (17.39%) HTML
3 4 (17.39%) XML
3 4 (17.39%) XSL
4 2 (8.70%) ASP.NET
4 2 (8.70%) ASP.NET MVC
4 2 (8.70%) jQuery
4 2 (8.70%) Lucene
4 2 (8.70%) REST
4 2 (8.70%) Twitter Bootstrap
4 2 (8.70%) Web Services
5 1 (4.35%) MDX
Miscellaneous
1 5 (21.74%) Analytical Skills
1 5 (21.74%) Data Structures
2 3 (13.04%) Computer Science
2 3 (13.04%) Data Integration
2 3 (13.04%) Visualisation
3 2 (8.70%) BBC
3 2 (8.70%) Informatics
3 2 (8.70%) Life Science
3 2 (8.70%) Management Information System
4 1 (4.35%) Driving Licence
4 1 (4.35%) Mathematics
4 1 (4.35%) Physics
Operating Systems
1 7 (30.43%) Windows
2 4 (17.39%) Linux
2 4 (17.39%) Windows Server
3 2 (8.70%) Windows Server 2012
4 1 (4.35%) Windows 10
4 1 (4.35%) Windows 7
Processes & Methodologies
1 8 (34.78%) E-business
2 6 (26.09%) Business Intelligence
2 6 (26.09%) CRM
3 5 (21.74%) Data Management
3 5 (21.74%) Software Engineering
4 4 (17.39%) Agile Software Development
4 4 (17.39%) Analytics
5 3 (13.04%) Business Transformation
5 3 (13.04%) Data Analysis
5 3 (13.04%) Data Analytics
5 3 (13.04%) Data Architecture
5 3 (13.04%) Data Modelling
5 3 (13.04%) Data Security
5 3 (13.04%) Data Visualisation
5 3 (13.04%) Master Data Management
5 3 (13.04%) Metadata Management
5 3 (13.04%) Migration
5 3 (13.04%) Predictive Analytics
5 3 (13.04%) SOA
5 3 (13.04%) Stakeholder Management
Programming Languages
1 14 (60.87%) SQL
2 4 (17.39%) JavaScript
3 3 (13.04%) PowerShell
4 2 (8.70%) C#
4 2 (8.70%) Java
4 2 (8.70%) Perl
4 2 (8.70%) Python
5 1 (4.35%) R
5 1 (4.35%) T-SQL
Qualifications
1 5 (21.74%) Degree
2 1 (4.35%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 4 (17.39%) Data Quality
2 1 (4.35%) QA
System Software
1 2 (8.70%) Active Directory
Systems Management
1 2 (8.70%) Oracle Enterprise Manager
Vendors
1 4 (17.39%) SAP
2 2 (8.70%) Oracle
3 1 (4.35%) Microsoft
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