Period
to 16 January 2019

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 16 January 2019 with a comparison to the same period in the previous 2 years.

Data Transformation
England > East of England
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 303 338 338
Rank change year-on-year +35 0 +23
Permanent jobs citing Data Transformation 22 20 16
As % of all permanent IT jobs advertised in the East of England 0.23% 0.17% 0.13%
As % of the Processes & Methodologies category 0.26% 0.19% 0.14%
Number of salaries quoted 16 16 11
East of England median annual salary £90,000 £55,000 £45,000
Median salary % change year-on-year +63.64% +22.22% +68.22%
10th Percentile £33,750 £48,500 £27,500
90th Percentile £101,250 £60,000 £57,500
England median annual salary £60,000 £50,500 £52,500
% change year-on-year +18.81% -3.81% +5.00%

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 8,477 10,778 11,310
As % of all permanent IT jobs advertised in the East of England 89.95% 90.91% 90.97%
Number of salaries quoted 6,290 8,770 9,290
East of England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,250 £27,500 £27,000
90th Percentile £72,500 £70,000 £70,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 16 January 2019.

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 16 January 2019. 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 +28 8 £97,500 +77.27%
Essex +24 8 £37,500 -34.78% 1
Hertfordshire +22 5 £90,000 +68.22% 4
Bedfordshire -13 1 £55,000 +12.24%
Data Transformation
England

For the 6 months to 16 January 2019, 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 (50.00%) SQL
1 11 (50.00%) Data Quality
2 10 (45.45%) SQL Server
2 10 (45.45%) Data Modelling
2 10 (45.45%) Business Intelligence
3 9 (40.91%) SQL Server Reporting Services
3 9 (40.91%) SQL Server Integration Services
4 8 (36.36%) SQL Server 2012
4 8 (36.36%) Analytics
4 8 (36.36%) Data Lake
5 7 (31.82%) Tableau
5 7 (31.82%) Life Science
5 7 (31.82%) SQL Server Analysis Services
5 7 (31.82%) Data Integration
5 7 (31.82%) Project Management
5 7 (31.82%) Pharmaceutical
5 7 (31.82%) Microsoft Office
5 7 (31.82%) Microsoft Excel
5 7 (31.82%) T-SQL
6 6 (27.27%) ETL
7 5 (22.73%) Agile Software Development
8 3 (13.64%) Power BI
8 3 (13.64%) Performance Monitoring
8 3 (13.64%) IT Strategy
8 3 (13.64%) Greenfield Project
8 3 (13.64%) Management Information System
8 3 (13.64%) Web Services
8 3 (13.64%) .NET
8 3 (13.64%) Data Warehouse
9 2 (9.09%) 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 7 (31.82%) Microsoft Excel
1 7 (31.82%) Microsoft Office
Database & Business Intelligence
1 10 (45.45%) SQL Server
2 9 (40.91%) SQL Server Integration Services
2 9 (40.91%) SQL Server Reporting Services
3 8 (36.36%) Data Lake
3 8 (36.36%) SQL Server 2012
4 7 (31.82%) SQL Server Analysis Services
5 3 (13.64%) Data Warehouse
5 3 (13.64%) Power BI
6 2 (9.09%) Big Data
6 2 (9.09%) SQL Server 2016
7 1 (4.55%) Hadoop
7 1 (4.55%) MySQL
7 1 (4.55%) Pentaho
7 1 (4.55%) RDBMS
7 1 (4.55%) Relational Database
7 1 (4.55%) SQL Server 2014
Development Applications
1 2 (9.09%) JIRA
2 1 (4.55%) Git (software)
2 1 (4.55%) gulp
2 1 (4.55%) Visual Studio
2 1 (4.55%) webpack
General
1 7 (31.82%) Pharmaceutical
2 2 (9.09%) Finance
2 2 (9.09%) Retail
Job Titles
1 12 (54.55%) Developer
2 8 (36.36%) SQL Developer
3 7 (31.82%) Programme Manager
4 6 (27.27%) SSRS Developer
5 4 (18.18%) Excel Developer
5 4 (18.18%) Report Developer
5 4 (18.18%) SQL Server Developer
5 4 (18.18%) SSIS Developer
6 2 (9.09%) Architect
6 2 (9.09%) Data Architect
6 2 (9.09%) Enterprise Architect
6 2 (9.09%) Enterprise Data Architect
6 2 (9.09%) Enterprise Information Architect
6 2 (9.09%) Information Architect
6 2 (9.09%) Senior Developer
6 2 (9.09%) T-SQL Developer
7 1 (4.55%) Pentaho Developer
7 1 (4.55%) Senior Business Intelligence Developer
7 1 (4.55%) Senior Data Quality Analyst
7 1 (4.55%) Senior Quality Analyst
Libraries, Frameworks & Software Standards
1 3 (13.64%) .NET
1 3 (13.64%) Web Services
2 2 (9.09%) JSON
2 2 (9.09%) XML
3 1 (4.55%) Angular 2
3 1 (4.55%) AngularJS
3 1 (4.55%) CSS
3 1 (4.55%) EDI
3 1 (4.55%) HTML
3 1 (4.55%) MDX
3 1 (4.55%) Redux
3 1 (4.55%) RESTful
3 1 (4.55%) RxJS
3 1 (4.55%) Sass
Miscellaneous
1 7 (31.82%) Life Science
2 3 (13.64%) Greenfield Project
2 3 (13.64%) Management Information System
Operating Systems
1 1 (4.55%) Linux
Processes & Methodologies
1 10 (45.45%) Business Intelligence
1 10 (45.45%) Data Modelling
2 8 (36.36%) Analytics
3 7 (31.82%) Data Integration
3 7 (31.82%) Project Management
4 6 (27.27%) ETL
5 5 (22.73%) Agile Software Development
6 3 (13.64%) IT Strategy
6 3 (13.64%) Performance Monitoring
7 2 (9.09%) Data Analysis
7 2 (9.09%) Data Architecture
7 2 (9.09%) Data Cleansing
7 2 (9.09%) E-Commerce
7 2 (9.09%) Enterprise Architecture
7 2 (9.09%) Information Architecture
7 2 (9.09%) Migration
7 2 (9.09%) Test Automation
8 1 (4.55%) Data Management
8 1 (4.55%) E-business
8 1 (4.55%) Validation
Programming Languages
1 11 (50.00%) SQL
2 7 (31.82%) T-SQL
3 1 (4.55%) Bash Shell
3 1 (4.55%) C#
3 1 (4.55%) Data Analysis Expressions (DAX)
3 1 (4.55%) ES6
3 1 (4.55%) Java
3 1 (4.55%) JavaScript
3 1 (4.55%) PowerShell
3 1 (4.55%) TypeScript
Qualifications
1 1 (4.55%) BPSS Clearance
Quality Assurance & Compliance
1 11 (50.00%) Data Quality
System Software
1 1 (4.55%) Docker
Systems Management
1 1 (4.55%) Kubernetes
Vendors
1 7 (31.82%) Tableau
2 1 (4.55%) DataFlux
2 1 (4.55%) Informatica
2 1 (4.55%) Microsoft
2 1 (4.55%) Talend
2 1 (4.55%) Trillium