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 3 months to 23 March 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.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Transformation
England / East of England
Rank 109 109 114
Rank change year-on-year 0 +5  
Contract jobs citing Data Transformation 19 15 9
As % of all contract IT jobs advertised in the East of England 0.89% 0.62% 0.35%
As % of the Processes & Methodologies category 1.07% 0.77% 0.44%
Number of daily rates quoted 16 9 4
Median daily rate £450 £450 £263
Median daily rate % change year-on-year - +71.42%  
90% offered a daily rate of more than £306 £435 £216
10% offered a daily rate of more than £573 £636 £405
UK excluding London median daily rate £400 £450 £365
% change year-on-year -11.11% +23.28%  
Number of hourly rates quoted 0 0 2
Median hourly rate - - £32.10
UK excluding London median hourly rate - - £25.05

Data Transformation is in the process and methodology skills category. The next 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 and methodology skills.

Contract Process & Methodology Skills
East of England
Contract job vacancies with a requirement for process and methodology skills 1771 1959 2037
As % of all contract IT job vacancies advertised in the East of England 82.56% 80.78% 78.68%
Number of daily rates quoted 1085 1166 1182
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25%  
90% offered a daily rate of more than £275 £300 £250
10% offered a daily rate of more than £560 £550 £575
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 107 134 160
Median hourly rate £37.50 £37.50 £24.50
Median hourly rate % change year-on-year - +53.06%  
90% offered a hourly rate of more than £16.30 £15.00 £12.00
10% offered a hourly rate of more than £51.40 £55.00 £42.50
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Transformation
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Data Transformation as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 23 March 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 hourly rates quoted in IT contractor 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 3 months to 23 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Essex - 12 £450 -
Norfolk +8 5 £563 -25.00%
Bedfordshire -14 3 £450 - 1
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in the East of England

For the 6 months to 23 March 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 17 (60.71%) SQL
2 15 (53.57%) Finance
3 14 (50.00%) Migration
4 13 (46.43%) Data Modelling
5 11 (39.29%) Validation
5 11 (39.29%) Data Migration
6 10 (35.71%) Data Cleansing
6 10 (35.71%) Data Mapping
6 10 (35.71%) Agile Software Development
7 9 (32.14%) ETL
7 9 (32.14%) Oracle
8 8 (28.57%) XML
8 8 (28.57%) Business Intelligence
8 8 (28.57%) Microsoft
8 8 (28.57%) UML
8 8 (28.57%) Data Integration
8 8 (28.57%) Data Structures
8 8 (28.57%) SQL Server Integration Services
9 7 (25.00%) SQL Server Reporting Services
9 7 (25.00%) Analytical Skills
9 7 (25.00%) SAP
10 6 (21.43%) Scrum
10 6 (21.43%) Data Warehouse
10 6 (21.43%) .NET
10 6 (21.43%) SQL Server
10 6 (21.43%) VB.NET
10 6 (21.43%) Security Cleared
10 6 (21.43%) Cost-Benefit Analysis
10 6 (21.43%) Statistical Analysis
10 6 (21.43%) Requirements Management

Data Transformation
Top Related 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 2 (7.14%) Oracle SOA Suite
Applications
1 3 (10.71%) MS Excel
1 3 (10.71%) MS Visio
Business Applications
1 5 (17.86%) SAP HR
2 4 (14.29%) SAP ERP
3 1 (3.57%) Oracle EBS
3 1 (3.57%) Unit4 Business World
Communications & Networking
1 1 (3.57%) Internet
Database & Business Intelligence
1 8 (28.57%) SQL Server Integration Services
2 7 (25.00%) SQL Server Reporting Services
3 6 (21.43%) Data Warehouse
3 6 (21.43%) SQL Server
4 5 (17.86%) Ingres
4 5 (17.86%) MySQL
4 5 (17.86%) QlikView
4 5 (17.86%) SQL Server 2008
5 4 (14.29%) Enterprise Data Warehouse
5 4 (14.29%) SQL Server Analysis Services
6 3 (10.71%) Data Mining
6 3 (10.71%) OLAP
6 3 (10.71%) OLTP
7 2 (7.14%) SQL Server 2012
7 2 (7.14%) SQL Server 2016
8 1 (3.57%) Hadoop
8 1 (3.57%) Microsoft Analysis Services
8 1 (3.57%) WebFOCUS
Development Applications
1 5 (17.86%) LSMW
2 1 (3.57%) AccuRev
General
1 15 (53.57%) Finance
2 3 (10.71%) Retail
3 2 (7.14%) Banking
Job Titles
1 13 (46.43%) Analyst
2 8 (28.57%) Developer
2 8 (28.57%) Technical Analyst
3 5 (17.86%) Data Migration Specialist
3 5 (17.86%) ETL Developer
3 5 (17.86%) Migration Specialist
4 4 (14.29%) Business Analyst
4 4 (14.29%) HR Specialist
4 4 (14.29%) Technical Business Analyst
5 3 (10.71%) Architect
5 3 (10.71%) Data Architect
6 2 (7.14%) Data Analyst
6 2 (7.14%) E-Commerce Analyst
6 2 (7.14%) E-Commerce Business Analyst
6 2 (7.14%) QlikView Developer
6 2 (7.14%) SAP Data Migration Specialist
6 2 (7.14%) SAP HR Specialist
6 2 (7.14%) SSIS Developer
7 1 (3.57%) SSAS Developer
7 1 (3.57%) UML Analyst
Libraries, Frameworks & Software Standards
1 8 (28.57%) XML
2 6 (21.43%) .NET
3 5 (17.86%) BAPI
3 5 (17.86%) Middleware
4 3 (10.71%) MDX
4 3 (10.71%) XSLT
5 1 (3.57%) HTML
Miscellaneous
1 8 (28.57%) Data Structures
2 7 (25.00%) Analytical Skills
3 2 (7.14%) User Experience
4 1 (3.57%) Management Information System
Processes & Methodologies
1 14 (50.00%) Migration
2 13 (46.43%) Data Modelling
3 11 (39.29%) Data Migration
3 11 (39.29%) Validation
4 10 (35.71%) Agile Software Development
4 10 (35.71%) Data Cleansing
4 10 (35.71%) Data Mapping
5 9 (32.14%) ETL
6 8 (28.57%) Business Intelligence
6 8 (28.57%) Data Integration
6 8 (28.57%) UML
7 6 (21.43%) Cost-Benefit Analysis
7 6 (21.43%) Data Flow Diagram
7 6 (21.43%) Requirements Analysis
7 6 (21.43%) Requirements Management
7 6 (21.43%) Scrum
7 6 (21.43%) Statistical Analysis
8 5 (17.86%) ERP
8 5 (17.86%) SOA
8 5 (17.86%) Wireframes
Programming Languages
1 17 (60.71%) SQL
2 6 (21.43%) VB.NET
3 5 (17.86%) C#
3 5 (17.86%) T-SQL
3 5 (17.86%) VBScript
4 1 (3.57%) VB
4 1 (3.57%) VBA
4 1 (3.57%) XMLA
Qualifications
1 6 (21.43%) Degree
1 6 (21.43%) Security Cleared
2 3 (10.71%) BPSS Clearance
2 3 (10.71%) SC Cleared
3 1 (3.57%) Microsoft Certification
Quality Assurance & Compliance
1 5 (17.86%) Data Quality
2 2 (7.14%) Disclosure Scotland
2 2 (7.14%) IFRS
2 2 (7.14%) IFRS 9
3 1 (3.57%) MiFID
Vendors
1 9 (32.14%) Oracle
2 8 (28.57%) Microsoft
3 7 (25.00%) SAP
4 3 (10.71%) Northgate
4 3 (10.71%) PeopleSoft