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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Transformation
Rank 236 257 267
Rank change year-on-year
+21 +10
Permanent jobs citing Data Transformation 9 7 6
As % of all permanent IT jobs located in the East of England 0.14% 0.098% 0.075%
As % of the Processes & Methodologies category 0.16% 0.11% 0.089%
Number of salaries quoted 6 7 1
Median salary £45,000 £26,500 £32,500
Median salary % change year-on-year
+69.81% -18.46%
UK excluding London median salary £45,000 £37,500 £40,000
% change year-on-year
+20.00% -6.25%
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
5587 6099 6720
As % of all permanent IT jobs located in the East of England 87.97% 85.67% 84.27%
Number of salaries quoted 4556 5022 5409
Median salary £49,000 £47,500 £45,000
Median salary % change year-on-year
+3.15% +5.55%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £70,000 £67,500 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 9 December 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 9 December 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
Essex - 6 £46,250 -
Hertfordshire +2 3 £45,000 +68.22%
Data Transformation
England

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

For the 6 months to 9 December 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 12 (100.00%) SQL
2 9 (75.00%) ETL
2 9 (75.00%) Business Intelligence
3 8 (66.67%) SQL Server
4 6 (50.00%) Data Modelling
4 6 (50.00%) SQL Server 2005
5 5 (41.67%) SQL Server Integration Services
5 5 (41.67%) SQL Server Reporting Services
5 5 (41.67%) MDX
5 5 (41.67%) SQL Server Analysis Services
5 5 (41.67%) Data Warehouse
5 5 (41.67%) OLAP
5 5 (41.67%) T-SQL
5 5 (41.67%) .NET
5 5 (41.67%) Analytical Skills
6 4 (33.33%) Tableau
6 4 (33.33%) Automotive
6 4 (33.33%) Data Architecture
6 4 (33.33%) SQL Server 2008
6 4 (33.33%) Data Management
6 4 (33.33%) Data Analysis
7 3 (25.00%) Software Engineering
7 3 (25.00%) Microsoft Analysis Services
7 3 (25.00%) Degree
7 3 (25.00%) Billing
7 3 (25.00%) Microsoft Azure
7 3 (25.00%) SaaS
7 3 (25.00%) R
7 3 (25.00%) Dimensional Modelling
7 3 (25.00%) Mathematics

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 (16.67%) Oracle SOA Suite
2 1 (8.33%) Apache
Applications
1 3 (25.00%) MS Excel
2 2 (16.67%) MS Visio
Cloud Services
1 3 (25.00%) Microsoft Azure
1 3 (25.00%) SaaS
2 2 (16.67%) Amazon AWS
3 1 (8.33%) Office 365
Communications & Networking
1 2 (16.67%) SAN
Database & Business Intelligence
1 8 (66.67%) SQL Server
2 6 (50.00%) SQL Server 2005
3 5 (41.67%) Data Warehouse
3 5 (41.67%) OLAP
3 5 (41.67%) SQL Server Analysis Services
3 5 (41.67%) SQL Server Integration Services
3 5 (41.67%) SQL Server Reporting Services
4 4 (33.33%) SQL Server 2008
5 3 (25.00%) DTS
5 3 (25.00%) Microsoft Analysis Services
5 3 (25.00%) OLAP Cube
5 3 (25.00%) SQL Server 2014
5 3 (25.00%) SQL Server 2016
6 2 (16.67%) Enterprise Data Warehouse
6 2 (16.67%) MySQL
6 2 (16.67%) OLTP
6 2 (16.67%) Oracle OLAP
6 2 (16.67%) QlikView
6 2 (16.67%) SQLite
Development Applications
1 3 (25.00%) SQL Server Management Studio (SSMS)
2 1 (8.33%) Subversion
General
1 4 (33.33%) Automotive
2 3 (25.00%) Billing
3 2 (16.67%) Finance
Job Titles
1 5 (41.67%) Developer
1 5 (41.67%) SQL Developer
2 4 (33.33%) Analyst
2 4 (33.33%) Data Analyst
3 2 (16.67%) ETL Developer
3 2 (16.67%) OLAP Developer
3 2 (16.67%) Support Engineer
4 1 (8.33%) Applications Support
4 1 (8.33%) IT Engineer
4 1 (8.33%) IT Support
4 1 (8.33%) IT Support Engineer
Libraries, Frameworks & Software Standards
1 5 (41.67%) .NET
1 5 (41.67%) MDX
2 3 (25.00%) XML
2 3 (25.00%) XSL
3 1 (8.33%) LAMP
Miscellaneous
1 5 (41.67%) Analytical Skills
2 3 (25.00%) Computer Science
2 3 (25.00%) Management Information System
2 3 (25.00%) Mathematics
2 3 (25.00%) Physics
3 2 (16.67%) Data Integration
4 1 (8.33%) Driving Licence
Operating Systems
1 3 (25.00%) Linux
1 3 (25.00%) Windows
1 3 (25.00%) Windows Server
1 3 (25.00%) Windows Server 2003
1 3 (25.00%) Windows Server 2012
2 1 (8.33%) CentOS
2 1 (8.33%) Ubuntu
2 1 (8.33%) Windows 7
Processes & Methodologies
1 9 (75.00%) Business Intelligence
1 9 (75.00%) ETL
2 6 (50.00%) Data Modelling
3 4 (33.33%) Data Analysis
3 4 (33.33%) Data Architecture
3 4 (33.33%) Data Management
4 3 (25.00%) Analytics
4 3 (25.00%) Dimensional Modelling
4 3 (25.00%) Performance Optimisation
4 3 (25.00%) SDLC
4 3 (25.00%) Software Engineering
5 2 (16.67%) Agile Software Development
5 2 (16.67%) Enterprise Architecture
5 2 (16.67%) Logical Data Model
5 2 (16.67%) Performance Tuning
5 2 (16.67%) Physical Data Model
5 2 (16.67%) SOA
Programming Languages
1 12 (100.00%) SQL
2 5 (41.67%) T-SQL
3 3 (25.00%) PHP
3 3 (25.00%) PowerShell
3 3 (25.00%) R
4 2 (16.67%) C#
4 2 (16.67%) VB.NET
4 2 (16.67%) VBScript
Qualifications
1 3 (25.00%) Degree
System Software
1 3 (25.00%) Active Directory
2 1 (8.33%) Hyper-V
Vendors
1 4 (33.33%) Tableau
2 3 (25.00%) Microsoft
3 2 (16.67%) Dell
3 2 (16.67%) HP
3 2 (16.67%) Oracle
4 1 (8.33%) Altiris
4 1 (8.33%) Kaspersky