The table below looks at the statistics for Data Transformation skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Data Transformation over the 3 months to 28 May 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
28 May 2016
Same period 2015 Same period 2014
Data Transformation
Rank 481 491 496
Rank change year-on-year
+10 +5
Contract jobs citing Data Transformation 176 159 102
As % of all contract IT jobs located in the UK 0.32% 0.29% 0.19%
As % of the Processes & Methodologies category 0.39% 0.36% 0.25%
Number of daily rates quoted 122 108 79
Median daily rate £450 £408 £425
Median daily rate % change year-on-year
+10.42% -4.11%
90% offered a daily rate of more than £372 £300 £275
10% offered a daily rate of more than £693 £550 £575
UK excluding London median daily rate £450 £375 £375
% change year-on-year
+20.00% -
Number of hourly rates quoted 0 1 1
Median hourly rate - £19.72 £27.50
Median hourly rate % change year-on-year
- -28.30%
UK excluding London median hourly rate - - £27.50

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
44683 43767 41024
As % of all contract IT jobs located in the UK 81.94% 79.28% 77.70%
Number of daily rates quoted 29624 27730 25945
Median daily rate £438 £413 £400
Median daily rate % change year-on-year
+6.06% +3.12%
90% offered a daily rate of more than £300 £280 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 1039 1246 1211
Median hourly rate £28.50 £29.00 £28.00
Median hourly rate % change year-on-year
-1.72% +3.57%
90% offered a hourly rate of more than £12.75 £12.35 £13.00
10% offered a hourly rate of more than £47.50 £47.71 £50.00
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

Data Transformation
Jobs Demand Trend

The demand trend of contract jobs 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 UK

Data Transformation
Daily Rate Trend

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

Data Transformation Daily Rate Trend in the UK

Data Transformation
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Transformation within the UK over the 3 months to 28 May 2016.

Data Transformation Daily Rate Histogram in the UK

Data Transformation
Hourly Rate Trend

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

Data Transformation Hourly Rate Trend in the UK

Data Transformation
Top 30 Contract Locations

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 UK over the 3 months to 28 May 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
England +24 172 £450 +7.27% 26
London +13 82 £475 -5.00% 8
West Midlands -8 19 £430 +14.66% 1
Yorkshire +28 18 £700 +93.10% 2
South East +5 17 £425 -5.55% 5
Sheffield - 15 £725 -
South Yorkshire - 15 £725 -
East of England +11 12 £450 +46.34% 1
City of London +32 10 £456 -3.94% 1
South West -4 9 £375 +3.44% 8
North West -8 8 - - 1
Warwickshire - 7 £450 - 1
Bedfordshire +6 6 £450 +28.57%
Coventry 0 6 £400 +60.00%
Manchester -11 6 - - 1
Stratford-upon-Avon - 5 £450 - 1
Gloucestershire - 5 £375 - 7
East Midlands +9 4 £475 +33.33%
Hertfordshire +3 4 £331 +7.72% 1
Luton - 4 £450 -
Oxfordshire +10 3 £390 - 2
Birmingham +6 3 £394 +26.00%
Hampshire -4 3 £600 +9.09% 1
Berkshire -8 3 £575 +53.33%
North East -40 3 £750 +118.18%
Newcastle upon Tyne - 3 £750 -
Surrey - 3 £275 -
Tyne and Wear - 3 £750 -
Hayes - 3 £350 -
Dunstable +7 2 £529 +51.07%

Data Transformation
Top 30 Related IT Skills

For the 6 months to 28 May 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 with a requirement for Data Transformation.

1 121 (42.31%) SQL
2 108 (37.76%) Business Intelligence
3 103 (36.01%) Data Modelling
4 95 (33.22%) ETL
5 86 (30.07%) Data Warehouse
6 82 (28.67%) Finance
7 80 (27.97%) Agile Software Development
8 74 (25.87%) Data Quality
9 70 (24.48%) Migration
10 69 (24.13%) Data Management
11 65 (22.73%) SQL Server
12 58 (20.28%) Oracle
13 57 (19.93%) Microsoft
14 51 (17.83%) Analytics
14 51 (17.83%) Analytical Skills
15 50 (17.48%) Data Migration
16 44 (15.38%) Data Architecture
17 41 (14.34%) Informatica
18 38 (13.29%) Data Integration
19 37 (12.94%) Data Analysis
20 35 (12.24%) MS Excel
21 34 (11.89%) Master Data Management
22 33 (11.54%) SAS
23 32 (11.19%) Security Cleared
24 30 (10.49%) SQL Server Integration Services
24 30 (10.49%) Visualisation
24 30 (10.49%) Management Information System
25 29 (10.14%) Programme Management
25 29 (10.14%) SAP
25 29 (10.14%) SC Cleared

Data Transformation
Top Related IT Skills 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 33 (11.54%) SAS
2 10 (3.50%) Confluence
2 10 (3.50%) NetWeaver
3 7 (2.45%) PowerExchange
3 7 (2.45%) SharePoint
3 7 (2.45%) WebSphere
4 6 (2.10%) JBoss
5 3 (1.05%) Apache
5 3 (1.05%) Apache Spark
5 3 (1.05%) BizTalk Server
6 1 (0.35%) Apache Pig
6 1 (0.35%) CMS
6 1 (0.35%) Facebook Platform
6 1 (0.35%) Oracle HTTP Server
6 1 (0.35%) Skype for Business
6 1 (0.35%) WebLogic
6 1 (0.35%) WebLogic Portal
Applications
1 35 (12.24%) MS Excel
2 16 (5.59%) MS Office
3 7 (2.45%) MS Visio
4 6 (2.10%) MS PowerPoint
5 3 (1.05%) MS Project
6 2 (0.70%) SPSS
7 1 (0.35%) Weka
Business Applications
1 10 (3.50%) SAP MDM
2 8 (2.80%) Dynamics CRM
3 7 (2.45%) Oracle EBS
4 6 (2.10%) SAP Oil and Gas
5 3 (1.05%) Maximo
5 3 (1.05%) Oracle EBS R12
6 2 (0.70%) CA PPM
6 2 (0.70%) Hyperion Planning
6 2 (0.70%) Oracle ERP
7 1 (0.35%) ENOVIA
7 1 (0.35%) Oracle BPM
7 1 (0.35%) Oracle Financials
7 1 (0.35%) Oracle Payables
7 1 (0.35%) Radian6
7 1 (0.35%) WebTrends
Cloud Services
1 9 (3.15%) SaaS
2 7 (2.45%) Amazon AWS
3 5 (1.75%) Amazon EC2
3 5 (1.75%) Amazon Kinesis
3 5 (1.75%) Amazon S3
4 4 (1.40%) Boomi
5 3 (1.05%) SuccessFactors
6 2 (0.70%) Google Analytics
6 2 (0.70%) Microsoft Azure
7 1 (0.35%) AdWords
7 1 (0.35%) Google Cloud Platform
Communications & Networking
1 8 (2.80%) FTP
2 4 (1.40%) SSH
3 2 (0.70%) ATM
3 2 (0.70%) DSL
3 2 (0.70%) HTTP
3 2 (0.70%) Internet
4 1 (0.35%) HTTPS
4 1 (0.35%) Kerberos
4 1 (0.35%) LDAP
Database & Business Intelligence
1 86 (30.07%) Data Warehouse
2 65 (22.73%) SQL Server
3 30 (10.49%) SQL Server Integration Services
4 26 (9.09%) Big Data
5 23 (8.04%) BusinessObjects
5 23 (8.04%) Hadoop
5 23 (8.04%) PostgreSQL
6 21 (7.34%) Relational Database
7 20 (6.99%) Apache Hive
8 19 (6.64%) Enterprise Data Warehouse
9 18 (6.29%) Pentaho
10 17 (5.94%) HBase
10 17 (5.94%) MongoDB
10 17 (5.94%) SQL Server Reporting Services
11 14 (4.90%) SQL Server 2014
11 14 (4.90%) SQL Server Analysis Services
12 12 (4.20%) SQL Server 2012
13 11 (3.85%) DB2
14 10 (3.50%) IBM InfoSphere
15 9 (3.15%) SQL Server 2008
Development Applications
1 18 (6.29%) ERwin
2 13 (4.55%) JIRA
3 10 (3.50%) Team Foundation Server
4 8 (2.80%) Visual Studio
5 5 (1.75%) Git (software)
6 4 (1.40%) Zephyr
7 3 (1.05%) Bugzilla
7 3 (1.05%) FogBugz
7 3 (1.05%) SQL Server Management Studio (SSMS)
7 3 (1.05%) Talend Open Studio
8 2 (0.70%) Atlassian Bamboo
8 2 (0.70%) Cucumber
8 2 (0.70%) Jenkins
8 2 (0.70%) Maven
9 1 (0.35%) MSTest
9 1 (0.35%) PowerDesigner
9 1 (0.35%) Selenium
9 1 (0.35%) WebDriver
General
1 82 (28.67%) Finance
2 21 (7.34%) Banking
3 12 (4.20%) Marketing
4 10 (3.50%) Back Office
5 8 (2.80%) Manufacturing
5 8 (2.80%) Retail
6 7 (2.45%) Advertising
6 7 (2.45%) Electronics
7 6 (2.10%) Pharmaceutical
7 6 (2.10%) Telecoms
8 2 (0.70%) Automotive
8 2 (0.70%) Front Office
8 2 (0.70%) General Ledger
8 2 (0.70%) International Banking
8 2 (0.70%) Investment Banking
8 2 (0.70%) Legal
9 1 (0.35%) Billing
9 1 (0.35%) Games
9 1 (0.35%) Publishing
9 1 (0.35%) Retail Banking
Job Titles
1 88 (30.77%) Analyst
2 60 (20.98%) Architect
2 60 (20.98%) Data Analyst
3 59 (20.63%) Developer
4 32 (11.19%) Data Architect
5 28 (9.79%) Business Analyst
6 23 (8.04%) Data Business Analyst
7 18 (6.29%) Enterprise Architect
7 18 (6.29%) Project Manager
8 17 (5.94%) SQL Developer
9 15 (5.24%) Solutions Architect
10 14 (4.90%) Business Data Analyst
10 14 (4.90%) Consultant
11 13 (4.55%) Enterprise Data Architect
12 11 (3.85%) Data Migration Analyst
12 11 (3.85%) Migration Analyst
12 11 (3.85%) Senior Architect
13 10 (3.50%) Business Intelligence Developer
14 9 (3.15%) Informatica Developer
15 8 (2.80%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 26 (9.09%) XML
2 21 (7.34%) Web Services
3 19 (6.64%) SOAP
4 17 (5.94%) .NET
5 13 (4.55%) XSD
6 12 (4.20%) REST
6 12 (4.20%) RESTful
7 10 (3.50%) Middleware
8 7 (2.45%) JSON
8 7 (2.45%) WebSphere MQ
9 6 (2.10%) ASP.NET Web API
9 6 (2.10%) WCF
9 6 (2.10%) XSLT
10 4 (1.40%) .NET Framework
10 4 (1.40%) Gherkin
11 3 (1.05%) ASP.NET
11 3 (1.05%) EDI
11 3 (1.05%) HTML
11 3 (1.05%) MDX
11 3 (1.05%) XML Schema
Miscellaneous
1 51 (17.83%) Analytical Skills
2 38 (13.29%) Data Integration
3 30 (10.49%) Management Information System
3 30 (10.49%) Visualisation
4 18 (6.29%) Algorithms
5 16 (5.59%) Data Structures
6 12 (4.20%) Data Extraction
6 12 (4.20%) Derivative
7 10 (3.50%) Data Conversion
8 6 (2.10%) Hybrid Cloud
8 6 (2.10%) Informatics
9 5 (1.75%) Replication
10 4 (1.40%) Enterprise Software
10 4 (1.40%) Learning Management System
10 4 (1.40%) Reference Data
10 4 (1.40%) Statistics
11 3 (1.05%) Clustering
11 3 (1.05%) Data Centre
12 2 (0.70%) Computer Science
12 2 (0.70%) e-Learning
Operating Systems
1 26 (9.09%) Linux
2 21 (7.34%) Unix
3 10 (3.50%) Windows
4 8 (2.80%) Red Hat Enterprise Linux
5 3 (1.05%) Windows Server
6 1 (0.35%) AIX
Processes & Methodologies
1 108 (37.76%) Business Intelligence
2 103 (36.01%) Data Modelling
3 95 (33.22%) ETL
4 80 (27.97%) Agile Software Development
5 70 (24.48%) Migration
6 69 (24.13%) Data Management
7 51 (17.83%) Analytics
8 50 (17.48%) Data Migration
9 44 (15.38%) Data Architecture
10 37 (12.94%) Data Analysis
11 34 (11.89%) Master Data Management
12 29 (10.14%) Programme Management
13 25 (8.74%) Data Cleansing
14 24 (8.39%) Open Source
15 23 (8.04%) Data Governance
16 22 (7.69%) Change Management
16 22 (7.69%) Data Visualisation
17 21 (7.34%) Logical Data Model
17 21 (7.34%) User Acceptance Testing
17 21 (7.34%) Validation
Programming Languages
1 121 (42.31%) SQL
2 23 (8.04%) T-SQL
3 21 (7.34%) Shell Script
4 20 (6.99%) Java
4 20 (6.99%) Python
5 18 (6.29%) JavaScript
6 14 (4.90%) C++
7 13 (4.55%) C#
8 10 (3.50%) R
9 7 (2.45%) SAS Macro
10 4 (1.40%) Ruby
10 4 (1.40%) XAML
11 3 (1.05%) ActionScript
11 3 (1.05%) ActionScript 2.0
11 3 (1.05%) Perl
11 3 (1.05%) VBA
12 2 (0.70%) C
12 2 (0.70%) PHP
12 2 (0.70%) Scala
12 2 (0.70%) VB
Qualifications
1 32 (11.19%) Security Cleared
2 29 (10.14%) SC Cleared
3 17 (5.94%) Degree
4 6 (2.10%) ISEB
5 4 (1.40%) ISTQB
6 3 (1.05%) BPSS Clearance
7 2 (0.70%) DV Cleared
7 2 (0.70%) PRINCE2 Practitioner
8 1 (0.35%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 74 (25.87%) Data Quality
2 22 (7.69%) QA
3 3 (1.05%) ISO 14001
3 3 (1.05%) ISO 9001
4 2 (0.70%) Disclosure Scotland
5 1 (0.35%) COREP
5 1 (0.35%) FINREP
5 1 (0.35%) HL7
System Software
1 6 (2.10%) Active Directory
2 2 (0.70%) Docker
3 1 (0.35%) Apache Flume
3 1 (0.35%) GridGain
3 1 (0.35%) HDFS
Systems Management
1 2 (0.70%) HP Quality Center
1 2 (0.70%) Opscode Chef
2 1 (0.35%) Ambari
2 1 (0.35%) Control-M
Vendors
1 58 (20.28%) Oracle
2 57 (19.93%) Microsoft
3 41 (14.34%) Informatica
4 29 (10.14%) SAP
5 25 (8.74%) Tableau
6 18 (6.29%) CA
7 11 (3.85%) Teradata
8 7 (2.45%) Netezza
8 7 (2.45%) Sybase
9 6 (2.10%) Atlassian
9 6 (2.10%) Red Hat
10 5 (1.75%) HP
10 5 (1.75%) Hyperion
11 4 (1.40%) Dell
11 4 (1.40%) Salesforce.com
12 3 (1.05%) Cisco
12 3 (1.05%) Google
12 3 (1.05%) i2
12 3 (1.05%) Software AG
12 3 (1.05%) Talend
London
TEKsystems
Rate: £450 - £500 per day
Posted: 5 days ago
South East London
Energon People
Rate: £400 - £500 per day
Posted: 2 days ago
London
E-synergy Solutions
Rate: £400 - £450 per day
Posted: 3 days ago
Stratford-upon-Avon
Hays Specialist Recruitment Ltd
Rate: £400.00 - £500.00 per day
Posted: 16 days ago
Gloucestershire
People Source Consulting
Rate: £350 - £450 per day
Posted: 12 days ago
Gloucestershire
People Source Consulting
Rate: £350 - £400 per day
Posted: 23 days ago
Gloucestershire
People Source Consulting
Rate: £300 - £350 per day
Posted: 23 days ago