Period
to 19 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Data Transformation
England > East of England
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 319 332 342
Rank change year-on-year +13 +10 +40
Permanent jobs citing Data Transformation 13 25 17
As % of all permanent IT jobs advertised in the East of England 0.12% 0.21% 0.13%
As % of the Processes & Methodologies category 0.14% 0.24% 0.14%
Number of salaries quoted 12 14 12
East of England median annual salary £35,000 £51,750 £31,250
Median salary % change year-on-year -32.37% +65.60% -30.56%
10th Percentile £26,250 £46,050 £23,500
90th Percentile £57,500 £66,375 £46,625
England median annual salary £55,000 £50,500 £47,000
% change year-on-year +8.91% +7.45% -4.08%

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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 9,486 10,459 11,890
As % of all permanent IT jobs advertised in the East of England 89.52% 89.89% 90.00%
Number of salaries quoted 7,090 8,530 9,836
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £27,000 £27,000 £26,250
90th Percentile £72,500 £68,750 £68,750
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

Data Transformation
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Transformation 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 in the East of England.

Salary trend for Data Transformation in the East of England

Data Transformation
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Transformation in the East of England over the 6 months to 19 October 2018.

Salary histogram for Data Transformation 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 6 months to 19 October 2018. 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
Cambridgeshire +18 8 £33,750 -38.64% 1
Essex +19 3 £51,250 -
Bedfordshire 0 2 £55,000 +12.24%
Data Transformation
England

For the 6 months to 19 October 2018, IT jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East of England region with a requirement for Data Transformation.

1 11 (84.62%) Agile Software Development
2 9 (69.23%) SQL Server
2 9 (69.23%) Visual Studio
3 8 (61.54%) ASP.NET
3 8 (61.54%) CSS
3 8 (61.54%) EDI
3 8 (61.54%) .NET
3 8 (61.54%) C#
3 8 (61.54%) HTML
3 8 (61.54%) JavaScript
3 8 (61.54%) E-business
3 8 (61.54%) MVC
3 8 (61.54%) Games
3 8 (61.54%) Scrum
3 8 (61.54%) SQL Server 2008
3 8 (61.54%) Team Foundation Server
3 8 (61.54%) SQL Server 2012
3 8 (61.54%) AngularJS
3 8 (61.54%) TypeScript
3 8 (61.54%) ASP.NET Web API
3 8 (61.54%) Coaching
3 8 (61.54%) Greenfield Project
4 3 (23.08%) Validation
4 3 (23.08%) SQL
4 3 (23.08%) Data Modelling
5 2 (15.38%) MySQL
5 2 (15.38%) Microsoft Office
5 2 (15.38%) Data Management
5 2 (15.38%) Logical Data Model
5 2 (15.38%) Master Data Management

Data Transformation
Co-occurring 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:

Applications
1 2 (15.38%) Microsoft Office
2 1 (7.69%) Microsoft Excel
Database & Business Intelligence
1 9 (69.23%) SQL Server
2 8 (61.54%) SQL Server 2008
2 8 (61.54%) SQL Server 2012
3 2 (15.38%) Big Data
3 2 (15.38%) Hadoop
3 2 (15.38%) MySQL
4 1 (7.69%) Ingres
4 1 (7.69%) Pentaho
4 1 (7.69%) SQL Server 2014
4 1 (7.69%) SQL Server Analysis Services
4 1 (7.69%) SQL Server Integration Services
4 1 (7.69%) SQL Server Reporting Services
Development Applications
1 9 (69.23%) Visual Studio
2 8 (61.54%) Team Foundation Server
General
1 8 (61.54%) Games
Job Titles
1 10 (76.92%) Developer
2 4 (30.77%) .NET Developer
2 4 (30.77%) Angular Developer
2 4 (30.77%) ASP.NET Developer
2 4 (30.77%) C# .NET Developer
2 4 (30.77%) C# ASP.NET Developer
2 4 (30.77%) C# Developer
2 4 (30.77%) JavaScript Developer
2 4 (30.77%) Software Developer
3 3 (23.08%) Analyst
4 2 (15.38%) Data Analyst
4 2 (15.38%) Data Quality Analyst
4 2 (15.38%) SQL Developer
5 1 (7.69%) Excel Developer
5 1 (7.69%) Pentaho Developer
5 1 (7.69%) Senior Data Quality Analyst
5 1 (7.69%) Senior Quality Analyst
5 1 (7.69%) SQL Database Developer
5 1 (7.69%) SQL Server Developer
5 1 (7.69%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 8 (61.54%) .NET
1 8 (61.54%) AngularJS
1 8 (61.54%) ASP.NET
1 8 (61.54%) ASP.NET Web API
1 8 (61.54%) CSS
1 8 (61.54%) EDI
1 8 (61.54%) HTML
Miscellaneous
1 8 (61.54%) Greenfield Project
Operating Systems
1 1 (7.69%) Windows
Processes & Methodologies
1 11 (84.62%) Agile Software Development
2 8 (61.54%) Coaching
2 8 (61.54%) E-business
2 8 (61.54%) MVC
2 8 (61.54%) Scrum
3 3 (23.08%) Data Modelling
3 3 (23.08%) Validation
4 2 (15.38%) Data Management
4 2 (15.38%) Logical Data Model
4 2 (15.38%) Master Data Management
4 2 (15.38%) Single Customer View
5 1 (7.69%) Analytics
5 1 (7.69%) Cost-Benefit Analysis
5 1 (7.69%) Data Analysis
5 1 (7.69%) Problem-Solving
5 1 (7.69%) Requirements Analysis
5 1 (7.69%) Requirements Management
5 1 (7.69%) SDLC
5 1 (7.69%) Statistical Analysis
5 1 (7.69%) Waterfall
Programming Languages
1 8 (61.54%) C#
1 8 (61.54%) JavaScript
1 8 (61.54%) TypeScript
2 3 (23.08%) SQL
3 1 (7.69%) Bash Shell
3 1 (7.69%) Java
3 1 (7.69%) PowerShell
3 1 (7.69%) T-SQL
Qualifications
1 1 (7.69%) BPSS Clearance
Quality Assurance & Compliance
1 2 (15.38%) Data Quality
Vendors
1 1 (7.69%) DataFlux
1 1 (7.69%) Informatica
1 1 (7.69%) Oracle
1 1 (7.69%) Tableau
1 1 (7.69%) Talend
1 1 (7.69%) Trillium