The table below looks at the statistics for Data Transformation skills in IT contracts advertised for the East of England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Transformation over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Transformation
Rank 122 135 141
Rank change year-on-year
+13 +6
Contract jobs citing Data Transformation 11 15 10
As % of all contract IT jobs located in the East of England 0.44% 0.49% 0.32%
As % of the Processes & Methodologies category 0.55% 0.63% 0.40%
Number of daily rates quoted 8 6 10
Median daily rate £369 £325 £400
Median daily rate % change year-on-year
+13.46% -18.75%
90% offered a daily rate of more than £288 £310 £350
10% offered a daily rate of more than £441 £638 £430
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £23.50 £15.00
% change year-on-year
- +56.66%
Data Transformation
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the East of England region.

Processes & Methodologies Category
East of England
Contract IT job ads with a match in the
Processes & Methodologies category
1987 2400 2496
As % of all contract IT jobs located in the East of England 79.35% 77.77% 79.64%
Number of daily rates quoted 1164 1450 1491
Median daily rate £413 £400 £400
Median daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £250 £273 £250
10% offered a daily rate of more than £550 £550 £513
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 148 168 151
Median hourly rate £36.00 £30.00 £29.50
Median hourly rate % change year-on-year
+20.00% +1.69%
90% offered a hourly rate of more than £16.15 £12.00 £13.00
10% offered a hourly rate of more than £46.50 £46.00 £43.25
UK excluding London median hourly rate £30.00 £32.54 £25.75
% change year-on-year
-7.80% +26.36%

Data Transformation
Jobs Demand Trend in the East of England

The demand trend of contract jobs across the East of England region citing Data Transformation as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in the East of England

Data Transformation
Daily Rate Trend in the East of England

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

Data Transformation Daily Rate Trend in the East of England

Data Transformation
Daily Rate Histogram in the East of England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Transformation across the East of England region over the 3 months to 30 August 2016.

Data Transformation Daily Rate Histogram in the East of England

Data Transformation
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 across the East of England region.

Data Transformation Hourly Rate Trend 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 30 August 2016. 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
(Click see detailed
statistics and trends)
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
Hertfordshire +6 5 £288 -7.25%
Essex +7 4 £438 -7.89%
Bedfordshire -4 1 £350 +2.94%
Norfolk - 1 £363 -
Data Transformation
England

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

For the 6 months to 30 August 2016, 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 15 (65.22%) ETL
2 13 (56.52%) Agile Software Development
2 13 (56.52%) SQL
3 11 (47.83%) Data Warehouse
4 9 (39.13%) SQL Server Reporting Services
4 9 (39.13%) SQL Server Integration Services
5 8 (34.78%) SQL Server Analysis Services
5 8 (34.78%) Dimensional Modelling
5 8 (34.78%) Data Quality
6 7 (30.43%) Data Extraction
6 7 (30.43%) Finance
6 7 (30.43%) Business Intelligence
6 7 (30.43%) T-SQL
6 7 (30.43%) Oracle
6 7 (30.43%) SQL Server
7 6 (26.09%) Informatica
7 6 (26.09%) Validation
7 6 (26.09%) Data Integration
8 5 (21.74%) MDX
8 5 (21.74%) User Stories
8 5 (21.74%) Oracle Database
8 5 (21.74%) Performance Tuning
8 5 (21.74%) Relational Database
8 5 (21.74%) Unit Testing
8 5 (21.74%) Pharmaceutical
8 5 (21.74%) Migration
8 5 (21.74%) Microsoft
8 5 (21.74%) ERwin
8 5 (21.74%) SQL Server 2014
9 4 (17.39%) SQL Server 2016

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 3 (13.04%) Confluence
2 2 (8.70%) JBoss
3 1 (4.35%) BizTalk Server
3 1 (4.35%) IIS
3 1 (4.35%) SAS
Applications
1 1 (4.35%) MS Excel
Business Applications
1 1 (4.35%) Dynamics CRM
1 1 (4.35%) Oracle EBS
1 1 (4.35%) Oracle EBS R12
1 1 (4.35%) Sage 200
Cloud Services
1 4 (17.39%) SaaS
Database & Business Intelligence
1 11 (47.83%) Data Warehouse
2 9 (39.13%) SQL Server Integration Services
2 9 (39.13%) SQL Server Reporting Services
3 8 (34.78%) SQL Server Analysis Services
4 7 (30.43%) SQL Server
5 5 (21.74%) Oracle Database
5 5 (21.74%) Relational Database
5 5 (21.74%) SQL Server 2014
6 4 (17.39%) Data Mart
6 4 (17.39%) DTS
6 4 (17.39%) Microsoft Analysis Services
6 4 (17.39%) OLAP
6 4 (17.39%) OLAP Cube
6 4 (17.39%) PowerCenter
6 4 (17.39%) RDBMS
6 4 (17.39%) SQL Server 2005
6 4 (17.39%) SQL Server 2016
7 1 (4.35%) BusinessObjects
7 1 (4.35%) Enterprise Data Warehouse
7 1 (4.35%) PostgreSQL
Development Applications
1 5 (21.74%) ERwin
2 4 (17.39%) SQL Server Management Studio (SSMS)
3 3 (13.04%) JIRA
General
1 7 (30.43%) Finance
2 5 (21.74%) Pharmaceutical
3 3 (13.04%) Advertising
3 3 (13.04%) Banking
4 1 (4.35%) Back Office
4 1 (4.35%) Manufacturing
4 1 (4.35%) Retail
Job Titles
1 15 (65.22%) Developer
2 6 (26.09%) Analyst
3 5 (21.74%) Data Analyst
3 5 (21.74%) Informatica Developer
3 5 (21.74%) SQL Developer
4 4 (17.39%) Business Data Analyst
5 3 (13.04%) Business Intelligence Developer
5 3 (13.04%) ETL Developer
5 3 (13.04%) Oracle Developer
5 3 (13.04%) Senior Developer
6 2 (8.70%) Business Integration Analyst
6 2 (8.70%) Data Integration Analyst
6 2 (8.70%) Full Stack Developer
6 2 (8.70%) Integration Analyst
6 2 (8.70%) Senior SQL Developer
6 2 (8.70%) Technical Analyst
7 1 (4.35%) CRM Systems Analyst
7 1 (4.35%) Data Business Analyst
7 1 (4.35%) Master Data Manager
7 1 (4.35%) SAP Data Manager
Libraries, Frameworks & Software Standards
1 5 (21.74%) MDX
2 3 (13.04%) .NET
3 2 (8.70%) ASP.NET Web API
3 2 (8.70%) Middleware
3 2 (8.70%) REST
3 2 (8.70%) SOAP
3 2 (8.70%) Web Services
4 1 (4.35%) .NET Framework
Miscellaneous
1 7 (30.43%) Data Extraction
2 6 (26.09%) Data Integration
3 3 (13.04%) Analytical Skills
4 1 (4.35%) Algorithms
4 1 (4.35%) Hybrid Cloud
4 1 (4.35%) Management Information System
4 1 (4.35%) Visualisation
Operating Systems
1 1 (4.35%) Unix
Processes & Methodologies
1 15 (65.22%) ETL
2 13 (56.52%) Agile Software Development
3 8 (34.78%) Dimensional Modelling
4 7 (30.43%) Business Intelligence
5 6 (26.09%) Validation
6 5 (21.74%) Migration
6 5 (21.74%) Performance Tuning
6 5 (21.74%) Unit Testing
6 5 (21.74%) User Stories
7 4 (17.39%) Business Analysis
7 4 (17.39%) Data Migration
7 4 (17.39%) Data Modelling
7 4 (17.39%) Microservices
7 4 (17.39%) Performance Optimisation
7 4 (17.39%) Scrum
7 4 (17.39%) SDLC
8 3 (13.04%) E-Commerce
8 3 (13.04%) ETL Development
9 2 (8.70%) Logical Data Model
9 2 (8.70%) Low Latency
Programming Languages
1 13 (56.52%) SQL
2 7 (30.43%) T-SQL
3 3 (13.04%) C#
4 1 (4.35%) C++
4 1 (4.35%) JavaScript
4 1 (4.35%) Python
4 1 (4.35%) Shell Script
Qualifications
1 1 (4.35%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 8 (34.78%) Data Quality
2 1 (4.35%) Disclosure Scotland
2 1 (4.35%) QA
Vendors
1 7 (30.43%) Oracle
2 6 (26.09%) Informatica
3 5 (21.74%) Microsoft
4 2 (8.70%) Atlassian
4 2 (8.70%) Red Hat
5 1 (4.35%) CA
5 1 (4.35%) Sage
5 1 (4.35%) SAP
5 1 (4.35%) Tableau