Period
to 21 April 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 21 April 2018 with a comparison to the same period in the previous 2 years.

Data Transformation
England > East of England
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 358 333 357
Rank change year-on-year -25 +24 +31
Permanent jobs citing Data Transformation 17 22 19
As % of all permanent IT jobs advertised in the East of England 0.13% 0.18% 0.13%
As % of the Processes & Methodologies category 0.15% 0.20% 0.15%
Number of salaries quoted 16 16 23
East of England median annual salary £55,000 £50,000 £25,500
Median salary % change year-on-year +10.00% +96.08% -46.32%
10th Percentile £38,125 £43,750 £23,250
90th Percentile £60,000 £61,875 £30,950
England median annual salary £52,500 £55,000 £51,000
% change year-on-year -4.55% +7.84% +2.00%

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 11,589 11,018 12,985
As % of all permanent IT jobs advertised in the East of England 89.68% 89.43% 89.43%
Number of salaries quoted 8,978 8,927 10,472
East of England median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +2.27%
10th Percentile £27,750 £26,750 £26,250
90th Percentile £71,250 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +2.15%

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 21 April 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 21 April 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
Essex +12 8 £57,500 +4.55%
Bedfordshire +26 4 £55,000 +15.79%
Cambridgeshire -50 3 £55,000 +10.00% 2
Hertfordshire -18 1 £45,000 - 1
Norfolk - 1 £95,000 -
Data Transformation
England

For the 6 months to 21 April 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 (64.71%) Business Intelligence
2 10 (58.82%) Data Modelling
3 9 (52.94%) SQL
4 8 (47.06%) ETL
4 8 (47.06%) Data Management
4 8 (47.06%) Tableau
5 5 (29.41%) Data Analysis
5 5 (29.41%) Agile Software Development
5 5 (29.41%) Data Architecture
5 5 (29.41%) SDLC
6 4 (23.53%) Data Engineering
6 4 (23.53%) Big Data
6 4 (23.53%) Analytical Skills
6 4 (23.53%) Problem-Solving
6 4 (23.53%) Retail
6 4 (23.53%) Business Analysis
6 4 (23.53%) SQL Server
6 4 (23.53%) Web Services
7 3 (17.65%) Microsoft Excel
7 3 (17.65%) T-SQL
7 3 (17.65%) JavaScript
7 3 (17.65%) SQL Server Integration Services
7 3 (17.65%) AngularJS
8 2 (11.76%) React
8 2 (11.76%) SQL Server 2012
8 2 (11.76%) SQL Server Reporting Services
8 2 (11.76%) Data Visualisation
8 2 (11.76%) Node.js
8 2 (11.76%) Visualisation
8 2 (11.76%) Web Development

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 3 (17.65%) Microsoft Excel
2 2 (11.76%) Microsoft Office
Cloud Services
1 1 (5.88%) Microsoft Azure
Database & Business Intelligence
1 4 (23.53%) Big Data
1 4 (23.53%) SQL Server
2 3 (17.65%) SQL Server Integration Services
3 2 (11.76%) SQL Server 2012
3 2 (11.76%) SQL Server Analysis Services
3 2 (11.76%) SQL Server Reporting Services
4 1 (5.88%) Azure SQL Database
4 1 (5.88%) Data Warehouse
4 1 (5.88%) DTS
4 1 (5.88%) Hadoop
4 1 (5.88%) SQL Server 2016
4 1 (5.88%) Text Mining
Development Applications
1 1 (5.88%) SQL Server Management Studio (SSMS)
General
1 4 (23.53%) Retail
2 2 (11.76%) Automotive
2 2 (11.76%) Legal
3 1 (5.88%) Pharmaceutical
Job Titles
1 9 (52.94%) Analyst
2 7 (41.18%) Business Intelligence Analyst
3 5 (29.41%) Data Analyst
3 5 (29.41%) Developer
4 4 (23.53%) Business Analyst
4 4 (23.53%) Business Intelligence Business Analyst
4 4 (23.53%) SQL Developer
5 3 (17.65%) Business Intelligence Data Analyst
6 2 (11.76%) Excel Analyst
6 2 (11.76%) Excel Developer
6 2 (11.76%) Report Developer
6 2 (11.76%) SQL Analyst
6 2 (11.76%) SQL Data Analyst
6 2 (11.76%) SQL Server Developer
6 2 (11.76%) SSIS Developer
6 2 (11.76%) SSRS Developer
6 2 (11.76%) Tableau Analyst
7 1 (5.88%) ETL Developer
7 1 (5.88%) Java Developer
7 1 (5.88%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 4 (23.53%) Web Services
2 3 (17.65%) AngularJS
3 2 (11.76%) CSS
3 2 (11.76%) HTML
3 2 (11.76%) Node.js
3 2 (11.76%) React
4 1 (5.88%) .NET
4 1 (5.88%) jQuery
4 1 (5.88%) RESTful
Miscellaneous
1 4 (23.53%) Analytical Skills
2 1 (5.88%) Life Science
Operating Systems
1 1 (5.88%) Linux
Processes & Methodologies
1 11 (64.71%) Business Intelligence
2 10 (58.82%) Data Modelling
3 8 (47.06%) Data Management
3 8 (47.06%) ETL
4 5 (29.41%) Agile Software Development
4 5 (29.41%) Data Analysis
4 5 (29.41%) Data Architecture
4 5 (29.41%) SDLC
5 4 (23.53%) Business Analysis
5 4 (23.53%) Data Engineering
5 4 (23.53%) Problem-Solving
6 2 (11.76%) Data Visualisation
6 2 (11.76%) Time Management
6 2 (11.76%) Visualisation
6 2 (11.76%) Web Development
7 1 (5.88%) BDD
7 1 (5.88%) Continuous Delivery
7 1 (5.88%) Data Governance
7 1 (5.88%) Master Data Management
7 1 (5.88%) Rapid Prototyping
Programming Languages
1 9 (52.94%) SQL
2 3 (17.65%) JavaScript
2 3 (17.65%) T-SQL
3 2 (11.76%) Java
4 1 (5.88%) Java 8
4 1 (5.88%) R
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
Vendors
1 8 (47.06%) Tableau
2 1 (5.88%) IBM
2 1 (5.88%) Oracle