The table below looks at the statistics for Data Transformation skills in IT contracts advertised for the England region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Transformation over the 3 months to 4 September 2015 with a comparison to the same period in 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.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Data Transformation
Rank 463 458 425
Rank change year-on-year
-5 -33
Contract jobs citing Data Transformation 128 128 134
As % of all contract IT jobs located in England 0.24% 0.25% 0.28%
As % of the Processes & Methodologies category 0.31% 0.33% 0.37%
Number of daily rates quoted 71 86 86
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£450 £425 £435
Average daily rate % change year-on-year
+5.88% -2.29%
90% offered a daily rate of more than £300 £314 £301
10% offered a daily rate of more than £575 £525 £538
UK excluding London average daily rate £406 £375 £413
% change year-on-year
+8.33% -9.09%
Number of hourly rates quoted 5 1 5
Average hourly rate £23.50 £15.00 £17.50
Average hourly rate % change year-on-year
+56.66% -14.28%
UK excluding London average hourly rate £23.50 £15.00 £17.50
% change year-on-year
+56.66% -14.28%
Data Transformation
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
41529 38605 35912
As % of all contract IT jobs located in England 78.30% 76.37% 75.38%
Number of daily rates quoted 27590 24397 22520
Average daily rate £425 £413 £410
Average daily rate % change year-on-year
+3.03% +0.60%
90% offered a daily rate of more than £295 £275 £275
10% offered a daily rate of more than £588 £575 £575
UK excluding London average daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 1128 1085 1024
Average hourly rate £31.00 £24.56 £30.00
Average hourly rate % change year-on-year
+26.22% -18.13%
90% offered a hourly rate of more than £13.00 £12.50 £12.66
10% offered a hourly rate of more than £50.00 £47.50 £50.00
UK excluding London average hourly rate £32.50 £26.98 £30.50
% change year-on-year
+20.48% -11.55%

Data Transformation
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Data Transformation across the England region as a proportion of the total demand within the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in England

Data Transformation
Daily Rate Trend in England

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

Data Transformation Daily Rate Trend in England

Data Transformation
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Transformation across the England region over the 3 months to 4 September 2015.

Data Transformation Daily Rate Histogram in England

Data Transformation
Hourly Rate Trend in England

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

Data Transformation Hourly Rate Trend in England

Data Transformation
Contract Job Locations in England

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Transformation within the England region over the 3 months to 4 September 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -26 56 £463 -2.63% 14
South East -14 17 £413 +29.41% 9
East of England +11 16 £408 +1.87% 3
South West +1 12 £338 +1.50% 4
North West -26 12 £300 -9.43% 3
West Midlands +14 8 £404 -5.00% 3
North East - 4 £450 -
Yorkshire -29 2 £486 +21.37%
East Midlands -10 1 £563 +32.35% 1
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 4 September 2015, IT contractor jobs across the England region citing Data Transformation also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Transformation.

1 129 (48.50%) SQL
2 94 (35.34%) ETL
3 83 (31.20%) SQL Server
4 82 (30.83%) Data Warehouse
5 78 (29.32%) Business Intelligence
6 69 (25.94%) Finance
7 67 (25.19%) Data Modelling
8 51 (19.17%) Agile Software Development
9 50 (18.80%) Migration
10 49 (18.42%) SQL Server Integration Services
11 45 (16.92%) Oracle
12 43 (16.17%) Analytical Skills
13 39 (14.66%) Data Migration
13 39 (14.66%) T-SQL
14 36 (13.53%) Microsoft
15 34 (12.78%) Banking
16 31 (11.65%) XML
16 31 (11.65%) MS Excel
17 28 (10.53%) Java
17 28 (10.53%) Informatica
17 28 (10.53%) Data Analysis
17 28 (10.53%) Data Quality
18 27 (10.15%) Data Management
19 26 (9.77%) .NET
19 26 (9.77%) Analytics
19 26 (9.77%) Data Integration
20 24 (9.02%) Validation
21 23 (8.65%) Teradata
21 23 (8.65%) Data Mapping
21 23 (8.65%) SQL Server 2008

Data Transformation
Top Related IT Skills in England by Category

For the 6 months to 4 September 2015, IT contractor jobs across the England region citing Data Transformation also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Transformation. Up to 20 skills are shown per category.

Application Platforms
1 10 (3.76%) SAS
2 6 (2.26%) Mule
3 4 (1.50%) IIS
4 3 (1.13%) Confluence
4 3 (1.13%) Apache ServiceMix
4 3 (1.13%) Mule ESB
4 3 (1.13%) CMS
5 1 (0.38%) Apache Pig
5 1 (0.38%) Apache
5 1 (0.38%) SharePoint
5 1 (0.38%) CICS
Applications
1 31 (11.65%) MS Excel
2 14 (5.26%) MS Office
2 14 (5.26%) MS PowerPoint
3 8 (3.01%) MS Visio
4 3 (1.13%) Spreadsheet
5 2 (0.75%) Adobe Illustrator
5 2 (0.75%) Photoshop
6 1 (0.38%) SPSS
Business Applications
1 9 (3.38%) Oracle EBS
1 9 (3.38%) Dynamics CRM
2 8 (3.01%) Markit EDM
3 6 (2.26%) Oracle EBS R12
4 4 (1.50%) Oracle ERP
5 2 (0.75%) Oracle Financials
5 2 (0.75%) Cognos Business Intelligence
5 2 (0.75%) SAP Oil and Gas
5 2 (0.75%) SAP HCM
5 2 (0.75%) Sage CRM
6 1 (0.38%) Oracle Retail
6 1 (0.38%) Adobe Campaign
6 1 (0.38%) Remedy ITSM
6 1 (0.38%) SAP HR
6 1 (0.38%) SAP MM
6 1 (0.38%) Cognos TM1
Cloud Services
1 5 (1.88%) Boomi
2 3 (1.13%) Amazon AWS
2 3 (1.13%) Heroku
Communications & Networking
1 10 (3.76%) Internet
2 6 (2.26%) HTTP
3 1 (0.38%) FTP
Database & Business Intelligence
1 83 (31.20%) SQL Server
2 82 (30.83%) Data Warehouse
3 49 (18.42%) SQL Server Integration Services
4 23 (8.65%) SQL Server 2008
5 22 (8.27%) SQL Server Reporting Services
5 22 (8.27%) Relational Database
6 20 (7.52%) QlikView
7 17 (6.39%) SQL Server Analysis Services
8 16 (6.02%) RDBMS
9 14 (5.26%) MS Access
9 14 (5.26%) Oracle Database
10 13 (4.89%) BusinessObjects
10 13 (4.89%) PowerCenter
11 11 (4.14%) Big Data
12 10 (3.76%) Data Mart
13 8 (3.01%) Sybase ASE
13 8 (3.01%) MySQL
13 8 (3.01%) DTS
14 7 (2.63%) Data Mining
15 6 (2.26%) OLTP
Development Applications
1 11 (4.14%) JIRA
2 10 (3.76%) ERwin
3 5 (1.88%) Visual Studio
3 5 (1.88%) Team Foundation Server
4 3 (1.13%) SoapUI
4 3 (1.13%) Toad
5 2 (0.75%) LSMW
5 2 (0.75%) Git (software)
5 2 (0.75%) AccuRev
5 2 (0.75%) Jenkins
6 1 (0.38%) SQL Server Management Studio (SSMS)
6 1 (0.38%) Zephyr
6 1 (0.38%) Cucumber
6 1 (0.38%) Oracle APEX
General
1 69 (25.94%) Finance
2 34 (12.78%) Banking
3 14 (5.26%) Retail
3 14 (5.26%) Investment Banking
4 13 (4.89%) Marketing
5 10 (3.76%) Front Office
6 6 (2.26%) Publishing
7 5 (1.88%) Telecoms
8 4 (1.50%) Legal
8 4 (1.50%) Manufacturing
9 3 (1.13%) Advertising
9 3 (1.13%) Games
9 3 (1.13%) Billing
9 3 (1.13%) Local Government
10 2 (0.75%) Pharmaceutical
10 2 (0.75%) Electronics
11 1 (0.38%) Automotive
11 1 (0.38%) Corporate Banking
Job Titles
1 108 (40.60%) Developer
2 79 (29.70%) Analyst
3 35 (13.16%) Data Analyst
4 33 (12.41%) Architect
5 26 (9.77%) SQL Developer
6 25 (9.40%) Business Analyst
7 16 (6.02%) Consultant
8 14 (5.26%) ETL Developer
9 13 (4.89%) QlikView Developer
9 13 (4.89%) Data Architect
10 12 (4.51%) Project Manager
10 12 (4.51%) Informatica Developer
10 12 (4.51%) Business Intelligence Developer
11 8 (3.01%) Data Manager
11 8 (3.01%) Oracle Developer
11 8 (3.01%) Web Developer
11 8 (3.01%) Senior Developer
12 7 (2.63%) Solutions Architect
13 6 (2.26%) DBA
13 6 (2.26%) Analyst Developer
Libraries, Frameworks & Software Standards
1 31 (11.65%) XML
2 26 (9.77%) .NET
3 17 (6.39%) HTML
4 14 (5.26%) Web Services
5 13 (4.89%) JSON
6 11 (4.14%) REST
7 8 (3.01%) SOAP
8 7 (2.63%) ASP.NET
8 7 (2.63%) Middleware
9 5 (1.88%) ADO.NET
9 5 (1.88%) Velocity
10 4 (1.50%) AngularJS
10 4 (1.50%) ASP.NET Web API
11 3 (1.13%) Apache Camel
11 3 (1.13%) Django
11 3 (1.13%) RESTful
11 3 (1.13%) WCF
11 3 (1.13%) CSS
11 3 (1.13%) MSMQ
11 3 (1.13%) XSL
Miscellaneous
1 43 (16.17%) Analytical Skills
2 26 (9.77%) Data Integration
3 23 (8.65%) Data Structures
4 17 (6.39%) Data Extraction
5 16 (6.02%) Management Information System
6 10 (3.76%) Visualisation
7 8 (3.01%) Reference Data
8 7 (2.63%) NHS
9 4 (1.50%) Replication
9 4 (1.50%) Client/Server
9 4 (1.50%) Data Conversion
10 3 (1.13%) Enterprise Software
10 3 (1.13%) Social Media
10 3 (1.13%) Digital Media
10 3 (1.13%) Hybrid Cloud
10 3 (1.13%) FMCG
11 2 (0.75%) Credit Risk
11 2 (0.75%) DTV
11 2 (0.75%) Tandem
11 2 (0.75%) Statistics
Operating Systems
1 17 (6.39%) UNIX
2 8 (3.01%) Windows
3 3 (1.13%) AIX
3 3 (1.13%) Solaris
3 3 (1.13%) Linux
4 1 (0.38%) MVS
4 1 (0.38%) Windows Server 2012
Processes & Methodologies
1 94 (35.34%) ETL
2 78 (29.32%) Business Intelligence
3 67 (25.19%) Data Modelling
4 51 (19.17%) Agile Software Development
5 50 (18.80%) Migration
6 39 (14.66%) Data Migration
7 28 (10.53%) Data Analysis
8 27 (10.15%) Data Management
9 26 (9.77%) Analytics
10 24 (9.02%) Validation
11 23 (8.65%) Data Mapping
12 22 (8.27%) Project Management
13 18 (6.77%) CRM
13 18 (6.77%) Performance Tuning
14 17 (6.39%) Asset Management
15 15 (5.64%) Investment Management
15 15 (5.64%) Dimensional Modelling
16 14 (5.26%) Unit Testing
16 14 (5.26%) Stakeholder Management
17 13 (4.89%) Business Analysis
Programming Languages
1 129 (48.50%) SQL
2 39 (14.66%) T-SQL
3 28 (10.53%) Java
4 16 (6.02%) VBA
5 14 (5.26%) JavaScript
5 14 (5.26%) VB
6 13 (4.89%) VB.NET
7 11 (4.14%) C#
8 10 (3.76%) VBScript
8 10 (3.76%) PL/SQL
9 9 (3.38%) Shell Script
10 7 (2.63%) PHP
11 6 (2.26%) C++
12 5 (1.88%) VB6
12 5 (1.88%) R
13 4 (1.50%) Python
13 4 (1.50%) ABAP
14 3 (1.13%) Ruby
14 3 (1.13%) XPath
14 3 (1.13%) Data Mining Extensions (DMX)
Qualifications
1 11 (4.14%) Degree
2 4 (1.50%) Security Cleared
3 3 (1.13%) SC Cleared
4 1 (0.38%) PhD
Quality Assurance & Compliance
1 28 (10.53%) Data Quality
2 20 (7.52%) QA
3 3 (1.13%) PCI DSS
4 2 (0.75%) Basel II
5 1 (0.38%) COBIT
5 1 (0.38%) Sarbanes-Oxley
System Software
1 2 (0.75%) GPFS
1 2 (0.75%) Ceph
2 1 (0.38%) VMware ESX
2 1 (0.38%) VMware Infrastructure
2 1 (0.38%) vCloud
Systems Management
1 3 (1.13%) Control-M
1 3 (1.13%) HP Quality Center
2 2 (0.75%) Puppet
2 2 (0.75%) Oracle ZFS
2 2 (0.75%) Tivoli Storage Manager
Vendors
1 45 (16.92%) Oracle
2 36 (13.53%) Microsoft
3 28 (10.53%) Informatica
4 23 (8.65%) Teradata
5 15 (5.64%) SAP
6 12 (4.51%) Cognos
6 12 (4.51%) Tableau
7 11 (4.14%) Sybase
8 9 (3.38%) MicroStrategy
8 9 (3.38%) Salesforce.com
9 5 (1.88%) Dell
10 4 (1.50%) HP
10 4 (1.50%) Sage
10 4 (1.50%) PeopleSoft
11 3 (1.13%) Trillium
11 3 (1.13%) WSO2
11 3 (1.13%) Datanomic
11 3 (1.13%) MuleSoft
11 3 (1.13%) Atlassian
12 2 (0.75%) Reuters
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