Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for Data Transformation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Transformation over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Transformation
England > East of England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 194 169 179
Rank change year-on-year -25 +10 +23
Contract jobs citing Data Transformation 19 26 29
As % of all contract IT jobs advertised in the East of England 0.37% 0.53% 0.49%
As % of the Processes & Methodologies category 0.45% 0.66% 0.63%
Number of daily rates quoted 14 19 17
East of England median daily rate £444 £375 £475
Median daily rate % change year-on-year +18.33% -21.05% +18.75%
10th Percentile £378 £281 £305
90th Percentile £475 £600 £606
England median daily rate £488 £475 £450
% change year-on-year +2.63% +5.56% +5.88%
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate £40.50 £140.00 £23.50
% change year-on-year -71.07% +495.74% -24.19%

Data Transformation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 4265 3967 4640
As % of all contract IT jobs advertised in the East of England 82.66% 81.39% 78.87%
Number of daily rates quoted 2460 2302 2704
East of England median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £250 £224 £233
90th Percentile £575 £548 £550
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 261 320 400
East of England median hourly rate £31.50 £31.95 £23.63
Median hourly rate % change year-on-year -1.41% +35.24% -1.56%
10th Percentile £11.53 £13.75 £11.50
90th Percentile £49.75 £47.50 £45.43
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

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
Contractor Daily Rate Trend in the East of England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Transformation in the East of England.

Contractor daily rate trend for Data Transformation in the East of England

Data Transformation
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Data Transformation in the East of England over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Transformation in the East of England

Data Transformation
Contractor Hourly Rate Trend in the East of England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Transformation in the East of England.

Contractor hourly rate trend for Data Transformation in the East of England

Data Transformation
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Transformation within the East of England region over the 6 months to 23 November 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Essex -8 12 £425 -2.86%
Bedfordshire -5 5 £450 +18.03%
Cambridgeshire -15 2 - - 1
Data Transformation
England

For the 6 months to 23 November 2017, IT contractor 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 contract ads across the East of England region with a requirement for Data Transformation.

1 16 (84.21%) Agile Software Development
2 14 (73.68%) Validation
2 14 (73.68%) Scrum
2 14 (73.68%) Data Integration
3 13 (68.42%) Middleware
3 13 (68.42%) Data Mapping
4 12 (63.16%) SQL
4 12 (63.16%) XML
4 12 (63.16%) XSLT
4 12 (63.16%) UML
4 12 (63.16%) Data Modelling
5 11 (57.89%) MySQL
5 11 (57.89%) Oracle
5 11 (57.89%) Requirements Analysis
5 11 (57.89%) Cost-Benefit Analysis
5 11 (57.89%) Statistical Analysis
5 11 (57.89%) Wireframes
5 11 (57.89%) Data Flow Diagram
6 10 (52.63%) Requirements Management
6 10 (52.63%) Data Mining
7 9 (47.37%) Ingres
8 8 (42.11%) Data Munging
9 5 (26.32%) Migration
10 4 (21.05%) E-Commerce
10 4 (21.05%) DevOps
11 3 (15.79%) Analytics
11 3 (15.79%) User Stories
11 3 (15.79%) Confluence
11 3 (15.79%) Business Process Modelling
11 3 (15.79%) SQL Server

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 3 (15.79%) Confluence
2 2 (10.53%) Apache Spark
Cloud Services
1 2 (10.53%) Azure Data Factory
1 2 (10.53%) Azure Machine Learning
1 2 (10.53%) Data Lake Analytics
1 2 (10.53%) Microsoft Azure
2 1 (5.26%) Amazon AWS
Database & Business Intelligence
1 11 (57.89%) MySQL
2 10 (52.63%) Data Mining
3 9 (47.37%) Ingres
4 3 (15.79%) Hadoop
4 3 (15.79%) SQL Server
4 3 (15.79%) SQL Server Integration Services
5 2 (10.53%) Azure SQL Data Warehouse
5 2 (10.53%) Big Data
5 2 (10.53%) Data Lake
5 2 (10.53%) Data Warehouse
5 2 (10.53%) HDInsight
5 2 (10.53%) Microsoft Analysis Services
5 2 (10.53%) NoSQL
5 2 (10.53%) Power BI
5 2 (10.53%) Relational Database
5 2 (10.53%) SAP Data Services
5 2 (10.53%) SQL Server Analysis Services
5 2 (10.53%) SQL Server Reporting Services
6 1 (5.26%) BusinessObjects
6 1 (5.26%) BusinessObjects Web Intelligence
Development Applications
1 3 (15.79%) JIRA
2 2 (10.53%) Visual Studio
General
1 1 (5.26%) Retail
Job Titles
1 15 (78.95%) Analyst
2 12 (63.16%) Business Analyst
3 4 (21.05%) Business Systems Analyst
4 3 (15.79%) Systems Analyst
4 3 (15.79%) Technical Analyst
4 3 (15.79%) Technical Business Analyst
5 2 (10.53%) Azure Developer
5 2 (10.53%) Business Intelligence Developer
5 2 (10.53%) Developer
6 1 (5.26%) Agile Business Analyst
6 1 (5.26%) Architect
6 1 (5.26%) Business Intelligence Lead
6 1 (5.26%) Consultant
6 1 (5.26%) IT Analyst
6 1 (5.26%) Lead Developer
6 1 (5.26%) Public Sector Business Analyst
6 1 (5.26%) Solutions Architect
6 1 (5.26%) Systems Integration Analyst
6 1 (5.26%) UML Analyst
6 1 (5.26%) UML Business Analyst
Libraries, Frameworks & Software Standards
1 13 (68.42%) Middleware
2 12 (63.16%) XML
2 12 (63.16%) XSLT
Miscellaneous
1 2 (10.53%) Management Information System
2 1 (5.26%) Analytical Skills
Processes & Methodologies
1 16 (84.21%) Agile Software Development
2 14 (73.68%) Data Integration
2 14 (73.68%) Scrum
2 14 (73.68%) Validation
3 13 (68.42%) Data Mapping
4 12 (63.16%) Data Modelling
4 12 (63.16%) UML
5 11 (57.89%) Cost-Benefit Analysis
5 11 (57.89%) Data Flow Diagram
5 11 (57.89%) Requirements Analysis
5 11 (57.89%) Statistical Analysis
5 11 (57.89%) Wireframes
6 10 (52.63%) Requirements Management
7 8 (42.11%) Data Munging
8 5 (26.32%) Migration
9 4 (21.05%) DevOps
9 4 (21.05%) E-Commerce
10 3 (15.79%) Analytics
10 3 (15.79%) Business Process Modelling
10 3 (15.79%) User Stories
Programming Languages
1 12 (63.16%) SQL
2 2 (10.53%) Python
2 2 (10.53%) U-SQL
Qualifications
1 2 (10.53%) Microsoft Certification
2 1 (5.26%) Security Cleared
Vendors
1 11 (57.89%) Oracle
2 3 (15.79%) Microsoft
3 2 (10.53%) Atlassian
3 2 (10.53%) SAP
4 1 (5.26%) IBM
4 1 (5.26%) Red Hat