Period
to 15 December 2017

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 15 December 2017 with a comparison to the same period in the previous 2 years.

Data Transformation
England > East of England
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 343 354 377
Rank change year-on-year +11 +23 +12
Permanent jobs citing Data Transformation 23 13 21
As % of all permanent IT jobs advertised in the East of England 0.19% 0.100% 0.14%
As % of the Processes & Methodologies category 0.22% 0.11% 0.16%
Number of salaries quoted 15 10 28
East of England median annual salary £55,000 £41,250 £26,750
Median salary % change year-on-year +33.33% +54.21% -37.06%
10th Percentile £48,500 £27,375 £24,250
90th Percentile £64,500 £57,500 £62,500
England median annual salary £50,000 £50,000 £50,000

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 10688 11554 13286
As % of all permanent IT jobs advertised in the East of England 88.26% 88.78% 87.47%
Number of salaries quoted 8650 9497 10919
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £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 15 December 2017.

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 15 December 2017. 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 +27 7 £60,000 +29.73%
Cambridgeshire -26 7 £55,000 +83.33%
Bedfordshire - 6 £49,000 -
Suffolk +24 1 £40,000 -
Hertfordshire -9 1 £53,500 +18.89%
Norfolk - 1 £95,000 -
Data Transformation
England

For the 6 months to 15 December 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 14 (60.87%) ETL
2 12 (52.17%) Finance
2 12 (52.17%) Agile Software Development
3 11 (47.83%) Analytical Skills
4 9 (39.13%) Business Intelligence
5 8 (34.78%) SQL
5 8 (34.78%) Web Services
5 8 (34.78%) Data Modelling
6 7 (30.43%) Software Testing
6 7 (30.43%) SQL Server
6 7 (30.43%) JavaScript
6 7 (30.43%) SDLC
6 7 (30.43%) Test Strategy
7 6 (26.09%) Data Quality
7 6 (26.09%) AngularJS
7 6 (26.09%) Process Improvement
7 6 (26.09%) Test Planning
7 6 (26.09%) SQL Server Analysis Services
7 6 (26.09%) Data Integration
7 6 (26.09%) Visualisation
7 6 (26.09%) Continuous Improvement
7 6 (26.09%) People Management
7 6 (26.09%) Presales
7 6 (26.09%) HTML
7 6 (26.09%) CSS
7 6 (26.09%) Microsoft Excel
7 6 (26.09%) E-Commerce
7 6 (26.09%) Microsoft
7 6 (26.09%) ISEB
7 6 (26.09%) SQL Server Integration Services

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:

Application Platforms
1 1 (4.35%) Apache Solr
1 1 (4.35%) Apache Spark
1 1 (4.35%) Elasticsearch
Applications
1 6 (26.09%) Microsoft Excel
2 5 (21.74%) MS Visio
Database & Business Intelligence
1 7 (30.43%) SQL Server
2 6 (26.09%) SQL Server Analysis Services
2 6 (26.09%) SQL Server Integration Services
3 5 (21.74%) Enterprise Data Warehouse
3 5 (21.74%) OLAP
3 5 (21.74%) OLTP
3 5 (21.74%) QlikView
3 5 (21.74%) SQL Server 2008
3 5 (21.74%) SQL Server Reporting Services
4 1 (4.35%) Big Data
4 1 (4.35%) Data Warehouse
4 1 (4.35%) Hadoop
4 1 (4.35%) Oracle BI Publisher
4 1 (4.35%) Qlik Sense
4 1 (4.35%) Text Mining
General
1 12 (52.17%) Finance
2 6 (26.09%) Marketing
2 6 (26.09%) Retail
3 1 (4.35%) Advertising
3 1 (4.35%) Automotive
3 1 (4.35%) Pharmaceutical
3 1 (4.35%) Telecoms
Job Titles
1 9 (39.13%) Developer
2 6 (26.09%) Test Manager
3 5 (21.74%) ETL Developer
4 2 (8.70%) Analyst
4 2 (8.70%) Java Developer
5 1 (4.35%) Architect
5 1 (4.35%) Data Analyst
5 1 (4.35%) Excel Analyst
5 1 (4.35%) Senior Analyst
5 1 (4.35%) Senior Test Analyst
5 1 (4.35%) Service Analyst
5 1 (4.35%) Solutions Architect
5 1 (4.35%) SQL Analyst
5 1 (4.35%) SQL Data Analyst
5 1 (4.35%) SQL Developer
5 1 (4.35%) Test Analyst
5 1 (4.35%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 8 (34.78%) Web Services
2 6 (26.09%) AngularJS
2 6 (26.09%) CSS
2 6 (26.09%) HTML
3 5 (21.74%) .NET
3 5 (21.74%) MDX
3 5 (21.74%) Node.js
3 5 (21.74%) React
4 2 (8.70%) RESTful
5 1 (4.35%) Lucene
Miscellaneous
1 11 (47.83%) Analytical Skills
2 1 (4.35%) Life Science
Operating Systems
1 1 (4.35%) Linux
Processes & Methodologies
1 14 (60.87%) ETL
2 12 (52.17%) Agile Software Development
3 9 (39.13%) Business Intelligence
4 8 (34.78%) Data Modelling
5 7 (30.43%) SDLC
5 7 (30.43%) Software Testing
5 7 (30.43%) Test Strategy
6 6 (26.09%) Continuous Improvement
6 6 (26.09%) Data Analysis
6 6 (26.09%) Data Integration
6 6 (26.09%) E-Commerce
6 6 (26.09%) People Management
6 6 (26.09%) Presales
6 6 (26.09%) Process Improvement
6 6 (26.09%) Stakeholder Management
6 6 (26.09%) Test Planning
6 6 (26.09%) User Acceptance Testing
6 6 (26.09%) Visualisation
7 5 (21.74%) Data Management
7 5 (21.74%) ITIL
Programming Languages
1 8 (34.78%) SQL
2 7 (30.43%) JavaScript
3 5 (21.74%) C#
3 5 (21.74%) T-SQL
3 5 (21.74%) VB.NET
3 5 (21.74%) VBScript
4 3 (13.04%) Java
5 1 (4.35%) PHP
5 1 (4.35%) Python
Qualifications
1 6 (26.09%) ISEB
2 5 (21.74%) Degree
2 5 (21.74%) Microsoft Certification
Quality Assurance & Compliance
1 6 (26.09%) Data Quality
2 1 (4.35%) QA
System Software
1 1 (4.35%) Docker
Vendors
1 6 (26.09%) Microsoft
2 2 (8.70%) Oracle
2 2 (8.70%) Tableau
3 1 (4.35%) IBM