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

Data Transformation
England > East of England
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 328 341 363
Rank change year-on-year +13 +22 +20
Permanent jobs citing Data Transformation 19 16 20
As % of all permanent IT jobs advertised in the East of England 0.16% 0.13% 0.14%
As % of the Processes & Methodologies category 0.18% 0.15% 0.15%
Number of salaries quoted 16 11 28
East of England median annual salary £55,000 £45,000 £26,750
Median salary % change year-on-year +22.22% +68.22% -37.06%
10th Percentile £48,500 £27,500 £24,250
90th Percentile £60,000 £57,500 £61,625
England median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +3.09%

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 10,368 11,003 12,915
As % of all permanent IT jobs advertised in the East of England 88.01% 88.96% 87.49%
Number of salaries quoted 8,415 9,042 10,580
East of England median annual salary £48,000 £45,344 £45,000
Median salary % change year-on-year +5.86% +0.76% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £71,250 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 January 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 January 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 +16 7 £57,500 +24.32% 2
Cambridgeshire -25 6 £55,000 +83.33% 2
Bedfordshire - 4 £49,000 -
Hertfordshire +5 1 £53,500 +18.89% 1
Norfolk - 1 £95,000 -
Data Transformation
England

For the 6 months to 21 January 2018, 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 (63.16%) ETL
2 8 (42.11%) Business Intelligence
2 8 (42.11%) SQL
2 8 (42.11%) Data Modelling
2 8 (42.11%) Data Management
3 7 (36.84%) Web Services
3 7 (36.84%) Analytical Skills
4 6 (31.58%) Tableau
4 6 (31.58%) CSS
4 6 (31.58%) HTML
4 6 (31.58%) JavaScript
4 6 (31.58%) Data Analysis
4 6 (31.58%) Visualisation
5 5 (26.32%) Data Architecture
5 5 (26.32%) Web Development
5 5 (26.32%) Agile Software Development
5 5 (26.32%) Finance
5 5 (26.32%) Data Visualisation
5 5 (26.32%) Node.js
5 5 (26.32%) AngularJS
5 5 (26.32%) React
6 4 (21.05%) Test Planning
6 4 (21.05%) SDLC
6 4 (21.05%) Presales
6 4 (21.05%) People Management
6 4 (21.05%) Continuous Improvement
6 4 (21.05%) Process Improvement
6 4 (21.05%) Test Strategy
6 4 (21.05%) ISEB
6 4 (21.05%) E-Commerce

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 (10.53%) Microsoft Excel
2 1 (5.26%) MS Visio
Database & Business Intelligence
1 2 (10.53%) SQL Server
2 1 (5.26%) Enterprise Data Warehouse
2 1 (5.26%) Hadoop
2 1 (5.26%) OLAP
2 1 (5.26%) OLTP
2 1 (5.26%) Oracle BI Publisher
2 1 (5.26%) Qlik Sense
2 1 (5.26%) QlikView
2 1 (5.26%) SQL Server 2008
2 1 (5.26%) SQL Server Analysis Services
2 1 (5.26%) SQL Server Integration Services
2 1 (5.26%) SQL Server Reporting Services
General
1 5 (26.32%) Finance
2 4 (21.05%) Marketing
2 4 (21.05%) Retail
3 2 (10.53%) Automotive
4 1 (5.26%) Advertising
4 1 (5.26%) Telecoms
Job Titles
1 5 (26.32%) Analyst
1 5 (26.32%) Data Analyst
2 4 (21.05%) Developer
2 4 (21.05%) Test Manager
3 3 (15.79%) Business Intelligence Analyst
3 3 (15.79%) Business Intelligence Data Analyst
4 2 (10.53%) Excel Analyst
4 2 (10.53%) SQL Analyst
4 2 (10.53%) SQL Data Analyst
5 1 (5.26%) Architect
5 1 (5.26%) ETL Developer
5 1 (5.26%) Java Developer
5 1 (5.26%) Solutions Architect
5 1 (5.26%) SQL Developer
Libraries, Frameworks & Software Standards
1 7 (36.84%) Web Services
2 6 (31.58%) CSS
2 6 (31.58%) HTML
3 5 (26.32%) AngularJS
3 5 (26.32%) Node.js
3 5 (26.32%) React
4 1 (5.26%) .NET
4 1 (5.26%) MDX
4 1 (5.26%) RESTful
Miscellaneous
1 7 (36.84%) Analytical Skills
Processes & Methodologies
1 12 (63.16%) ETL
2 8 (42.11%) Business Intelligence
2 8 (42.11%) Data Management
2 8 (42.11%) Data Modelling
3 6 (31.58%) Data Analysis
3 6 (31.58%) Visualisation
4 5 (26.32%) Agile Software Development
4 5 (26.32%) Data Architecture
4 5 (26.32%) Data Visualisation
4 5 (26.32%) Web Development
5 4 (21.05%) Continuous Improvement
5 4 (21.05%) E-Commerce
5 4 (21.05%) People Management
5 4 (21.05%) Presales
5 4 (21.05%) Process Improvement
5 4 (21.05%) SDLC
5 4 (21.05%) Software Testing
5 4 (21.05%) Stakeholder Management
5 4 (21.05%) Test Strategy
5 4 (21.05%) User Acceptance Testing
Programming Languages
1 8 (42.11%) SQL
2 6 (31.58%) JavaScript
3 2 (10.53%) Java
4 1 (5.26%) C#
4 1 (5.26%) PHP
4 1 (5.26%) Python
4 1 (5.26%) T-SQL
4 1 (5.26%) VB.NET
4 1 (5.26%) VBScript
Qualifications
1 4 (21.05%) ISEB
2 1 (5.26%) Degree
2 1 (5.26%) Microsoft Certification
Quality Assurance & Compliance
1 2 (10.53%) Data Quality
Vendors
1 6 (31.58%) Tableau
2 2 (10.53%) Oracle
3 1 (5.26%) IBM
3 1 (5.26%) Microsoft