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

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Data Transformation
England / East of England
Rank 230 252 263
Rank change year-on-year
+22 +11
Permanent jobs citing Data Transformation 8 9 1
As % of all permanent IT jobs located in the East of England 0.14% 0.13% 0.014%
As % of the Processes & Methodologies category 0.16% 0.15% 0.017%
Number of salaries quoted 4 9 1
Median salary £50,000 £26,500 £32,500
Median salary % change year-on-year
+88.67% -18.46%
UK excluding London median salary £42,500 £40,000 £40,500
% change year-on-year
+6.25% -1.23%

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
5100 5851 6042
As % of all permanent IT jobs located in the East of England 87.05% 85.73% 84.68%
Number of salaries quoted 4210 4793 4816
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £67,500 £70,000 £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
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 24 January 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
Essex - 3 £55,000 -
Suffolk - 3 - -
Hertfordshire +7 2 £45,000 +68.22%
Data Transformation
England

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

For the 6 months to 24 January 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 East of England region with a requirement for Data Transformation.

1 16 (100.00%) SQL
2 13 (81.25%) ETL
2 13 (81.25%) Business Intelligence
3 12 (75.00%) SQL Server
4 9 (56.25%) OLAP
4 9 (56.25%) Data Modelling
4 9 (56.25%) T-SQL
4 9 (56.25%) SQL Server Reporting Services
4 9 (56.25%) SQL Server Integration Services
4 9 (56.25%) Analytical Skills
5 7 (43.75%) SQL Server 2008
5 7 (43.75%) SQL Server 2005
6 6 (37.50%) MDX
6 6 (37.50%) SQL Server Analysis Services
6 6 (37.50%) Microsoft
6 6 (37.50%) .NET
6 6 (37.50%) Data Warehouse
7 5 (31.25%) SOA
7 5 (31.25%) OLTP
7 5 (31.25%) Finance
7 5 (31.25%) Data Integration
7 5 (31.25%) Enterprise Architecture
7 5 (31.25%) QlikView
7 5 (31.25%) Agile Software Development
7 5 (31.25%) Logical Data Model
7 5 (31.25%) Physical Data Model
7 5 (31.25%) Enterprise Data Warehouse
7 5 (31.25%) Performance Tuning
8 4 (25.00%) SQL Server Management Studio (SSMS)
8 4 (25.00%) Analytics

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 (12.50%) Oracle SOA Suite
2 1 (6.25%) Apache
Applications
1 3 (18.75%) MS Excel
2 2 (12.50%) MS Visio
Cloud Services
1 4 (25.00%) SaaS
2 3 (18.75%) Microsoft Azure
3 2 (12.50%) Amazon AWS
4 1 (6.25%) Office 365
Communications & Networking
1 2 (12.50%) SAN
Database & Business Intelligence
1 12 (75.00%) SQL Server
2 9 (56.25%) OLAP
2 9 (56.25%) SQL Server Integration Services
2 9 (56.25%) SQL Server Reporting Services
3 7 (43.75%) SQL Server 2005
3 7 (43.75%) SQL Server 2008
4 6 (37.50%) Data Warehouse
4 6 (37.50%) SQL Server Analysis Services
5 5 (31.25%) Enterprise Data Warehouse
5 5 (31.25%) OLTP
5 5 (31.25%) QlikView
6 4 (25.00%) DTS
6 4 (25.00%) Microsoft Analysis Services
6 4 (25.00%) OLAP Cube
6 4 (25.00%) SQL Server 2014
6 4 (25.00%) SQL Server 2016
7 2 (12.50%) MySQL
7 2 (12.50%) Oracle OLAP
7 2 (12.50%) SQLite
Development Applications
1 4 (25.00%) SQL Server Management Studio (SSMS)
2 1 (6.25%) Subversion
General
1 5 (31.25%) Finance
2 4 (25.00%) Automotive
2 4 (25.00%) Billing
Job Titles
1 9 (56.25%) Developer
2 6 (37.50%) SQL Developer
3 5 (31.25%) ETL Developer
4 4 (25.00%) Analyst
4 4 (25.00%) Data Analyst
5 3 (18.75%) SSIS Developer
6 2 (12.50%) OLAP Developer
6 2 (12.50%) Support Engineer
7 1 (6.25%) Applications Support
7 1 (6.25%) IT Engineer
7 1 (6.25%) IT Support
7 1 (6.25%) IT Support Engineer
Libraries, Frameworks & Software Standards
1 6 (37.50%) .NET
1 6 (37.50%) MDX
2 3 (18.75%) XML
2 3 (18.75%) XSL
3 1 (6.25%) LAMP
Miscellaneous
1 9 (56.25%) Analytical Skills
2 5 (31.25%) Data Integration
3 4 (25.00%) Computer Science
3 4 (25.00%) Management Information System
3 4 (25.00%) Mathematics
3 4 (25.00%) Physics
4 1 (6.25%) Driving Licence
Operating Systems
1 3 (18.75%) Linux
1 3 (18.75%) Windows
1 3 (18.75%) Windows Server
1 3 (18.75%) Windows Server 2003
1 3 (18.75%) Windows Server 2012
2 1 (6.25%) CentOS
2 1 (6.25%) Ubuntu
2 1 (6.25%) Windows 7
Processes & Methodologies
1 13 (81.25%) Business Intelligence
1 13 (81.25%) ETL
2 9 (56.25%) Data Modelling
3 5 (31.25%) Agile Software Development
3 5 (31.25%) Enterprise Architecture
3 5 (31.25%) Logical Data Model
3 5 (31.25%) Performance Tuning
3 5 (31.25%) Physical Data Model
3 5 (31.25%) SOA
4 4 (25.00%) Analytics
4 4 (25.00%) Data Analysis
4 4 (25.00%) Data Architecture
4 4 (25.00%) Data Management
4 4 (25.00%) Dimensional Modelling
4 4 (25.00%) Performance Optimisation
4 4 (25.00%) SDLC
4 4 (25.00%) Software Engineering
Programming Languages
1 16 (100.00%) SQL
2 9 (56.25%) T-SQL
3 4 (25.00%) R
4 3 (18.75%) PHP
4 3 (18.75%) PowerShell
5 2 (12.50%) C#
5 2 (12.50%) VB.NET
5 2 (12.50%) VBScript
Qualifications
1 4 (25.00%) Degree
System Software
1 3 (18.75%) Active Directory
2 1 (6.25%) Hyper-V
Vendors
1 6 (37.50%) Microsoft
2 4 (25.00%) Tableau
3 2 (12.50%) Dell
3 2 (12.50%) HP
3 2 (12.50%) Oracle
4 1 (6.25%) Altiris
4 1 (6.25%) Kaspersky