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 4 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
4 May 2016
Same period 2015 Same period 2014
Data Transformation
Rank 471 481 506
Rank change year-on-year
+10 +25
Contract jobs citing Data Transformation 177 158 115
As % of all contract IT jobs located in the UK 0.32% 0.28% 0.21%
As % of the Processes & Methodologies category 0.39% 0.36% 0.27%
Number of daily rates quoted 125 107 84
Median daily rate £475 £425 £425
Median daily rate % change year-on-year
+11.76% -
90% offered a daily rate of more than £362 £300 £275
10% offered a daily rate of more than £700 £575 £575
UK excluding London median daily rate £450 £375 £400
% change year-on-year
+20.00% -6.25%
Number of hourly rates quoted 0 4 1
Median hourly rate - £25.91 £27.50
Median hourly rate % change year-on-year
- -5.79%
UK excluding London median hourly rate - £32.10 £27.50
% change year-on-year
- +16.72%

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
45369 44062 42291
As % of all contract IT jobs located in the UK 81.62% 78.90% 77.53%
Number of daily rates quoted 29987 27471 26430
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 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 1041 1287 1211
Median hourly rate £33.50 £29.82 £30.00
Median hourly rate % change year-on-year
+12.34% -0.60%
90% offered a hourly rate of more than £12.73 £12.36 £12.50
10% offered a hourly rate of more than £48.50 £47.88 £50.00
UK excluding London median hourly rate £36.00 £30.50 £31.00
% change year-on-year
+18.03% -1.61%

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 4 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 4 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 +9 171 £475 +11.76% 16
London +11 77 £480 - 5
South East +6 24 £450 +12.50% 2
Yorkshire +11 17 £700 +1.81% 2
West Midlands -18 17 £434 +15.66% 2
Sheffield - 14 £725 -
South Yorkshire - 14 £725 -
North West -10 11 £650 +54.94%
City of London +36 9 £475 -
East of England +7 9 £450 +63.63% 2
Bedfordshire - 8 £450 -
Berkshire +8 7 £524 +30.93%
Manchester -5 7 £650 +100.00%
East Midlands +12 6 £475 -5.00%
South West +2 6 £405 +15.71% 3
Luton - 6 £450 -
Hampshire +5 5 £613 +44.11% 2
Coventry -4 5 £400 - 1
Warwickshire +2 4 £550 -
Cheshire -17 4 - -
Buckinghamshire +12 3 £425 +16.43%
Milton Keynes +11 3 £425 +16.43%
Birmingham -2 3 £394 +36.95%
North East -31 3 £750 +160.86%
Newcastle upon Tyne - 3 £750 -
Reading - 3 £375 -
Surrey - 3 £275 -
Tyne and Wear - 3 £750 -
Crawley -6 2 £413 +10.00%
West Sussex -18 2 £413 +10.00%

Data Transformation
Top 30 Related IT Skills

For the 6 months to 4 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.

1 115 (41.52%) SQL
2 99 (35.74%) Data Modelling
3 97 (35.02%) Business Intelligence
4 88 (31.77%) ETL
5 80 (28.88%) Data Warehouse
6 78 (28.16%) Finance
6 78 (28.16%) Agile Software Development
7 72 (25.99%) Migration
8 68 (24.55%) Data Quality
9 62 (22.38%) Data Management
9 62 (22.38%) SQL Server
10 59 (21.30%) Oracle
11 55 (19.86%) Microsoft
12 51 (18.41%) Analytical Skills
13 49 (17.69%) Data Migration
14 46 (16.61%) Analytics
15 40 (14.44%) Informatica
16 39 (14.08%) Data Integration
16 39 (14.08%) Data Architecture
17 35 (12.64%) MS Excel
18 34 (12.27%) Data Analysis
19 32 (11.55%) SAS
20 31 (11.19%) Master Data Management
21 30 (10.83%) Visualisation
21 30 (10.83%) Security Cleared
21 30 (10.83%) Management Information System
22 29 (10.47%) XML
23 27 (9.75%) SC Cleared
23 27 (9.75%) SQL Server Integration Services
24 26 (9.39%) Tableau

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 32 (11.55%) SAS
2 9 (3.25%) Confluence
3 8 (2.89%) PowerExchange
3 8 (2.89%) WebSphere
4 7 (2.53%) NetWeaver
5 6 (2.17%) JBoss
5 6 (2.17%) SharePoint
6 4 (1.44%) BizTalk Server
6 4 (1.44%) WebLogic
6 4 (1.44%) WebLogic Portal
7 3 (1.08%) Apache Spark
8 2 (0.72%) Apache
8 2 (0.72%) Oracle HTTP Server
9 1 (0.36%) Apache Pig
9 1 (0.36%) CMS
9 1 (0.36%) Facebook Platform
9 1 (0.36%) Skype for Business
Applications
1 35 (12.64%) MS Excel
2 15 (5.42%) MS Office
3 6 (2.17%) MS Visio
4 5 (1.81%) MS PowerPoint
5 2 (0.72%) MS Project
5 2 (0.72%) SPSS
6 1 (0.36%) Weka
Business Applications
1 8 (2.89%) Dynamics CRM
1 8 (2.89%) Oracle EBS
2 7 (2.53%) SAP MDM
3 4 (1.44%) Oracle BPM
4 3 (1.08%) Maximo
4 3 (1.08%) Oracle EBS R12
4 3 (1.08%) SAP Oil and Gas
5 2 (0.72%) Hyperion Planning
5 2 (0.72%) Oracle ERP
6 1 (0.36%) CA PPM
6 1 (0.36%) Oracle Financials
6 1 (0.36%) Oracle Payables
6 1 (0.36%) Radian6
6 1 (0.36%) Unit4 Business World
6 1 (0.36%) WebTrends
Cloud Services
1 8 (2.89%) Amazon AWS
2 7 (2.53%) SaaS
3 6 (2.17%) Amazon EC2
3 6 (2.17%) Amazon Kinesis
3 6 (2.17%) Amazon S3
4 3 (1.08%) SuccessFactors
5 2 (0.72%) Google Analytics
5 2 (0.72%) Microsoft Azure
6 1 (0.36%) AdWords
6 1 (0.36%) Boomi
6 1 (0.36%) Google Cloud Platform
Communications & Networking
1 6 (2.17%) FTP
2 3 (1.08%) HTTP
3 2 (0.72%) ATM
3 2 (0.72%) Internet
3 2 (0.72%) LDAP
3 2 (0.72%) SSH
4 1 (0.36%) DSL
4 1 (0.36%) HTTPS
4 1 (0.36%) Kerberos
Database & Business Intelligence
1 80 (28.88%) Data Warehouse
2 62 (22.38%) SQL Server
3 27 (9.75%) SQL Server Integration Services
4 24 (8.66%) BusinessObjects
5 23 (8.30%) Big Data
5 23 (8.30%) Hadoop
5 23 (8.30%) PostgreSQL
6 18 (6.50%) Apache Hive
6 18 (6.50%) Enterprise Data Warehouse
7 16 (5.78%) HBase
7 16 (5.78%) MongoDB
7 16 (5.78%) Pentaho
7 16 (5.78%) Relational Database
7 16 (5.78%) SQL Server Reporting Services
8 13 (4.69%) SQL Server Analysis Services
9 12 (4.33%) SQL Server 2012
9 12 (4.33%) SQL Server 2014
10 10 (3.61%) DB2
11 9 (3.25%) PowerCenter
12 8 (2.89%) Base SAS
Development Applications
1 16 (5.78%) ERwin
2 11 (3.97%) JIRA
3 8 (2.89%) Team Foundation Server
3 8 (2.89%) Visual Studio
4 4 (1.44%) Talend Open Studio
5 3 (1.08%) Bugzilla
5 3 (1.08%) FogBugz
5 3 (1.08%) Git (software)
6 2 (0.72%) Zephyr
7 1 (0.36%) Atlassian Bamboo
7 1 (0.36%) Cucumber
7 1 (0.36%) Jenkins
7 1 (0.36%) Maven
7 1 (0.36%) MSTest
7 1 (0.36%) SQL Server Management Studio (SSMS)
General
1 78 (28.16%) Finance
2 21 (7.58%) Banking
3 11 (3.97%) Back Office
4 9 (3.25%) Marketing
4 9 (3.25%) Retail
5 4 (1.44%) Advertising
5 4 (1.44%) Electronics
6 3 (1.08%) Manufacturing
6 3 (1.08%) Pharmaceutical
6 3 (1.08%) Telecoms
7 2 (0.72%) Automotive
7 2 (0.72%) Front Office
7 2 (0.72%) General Ledger
7 2 (0.72%) International Banking
7 2 (0.72%) Investment Banking
7 2 (0.72%) Legal
7 2 (0.72%) Retail Banking
8 1 (0.36%) Billing
8 1 (0.36%) Games
Job Titles
1 85 (30.69%) Analyst
2 62 (22.38%) Developer
3 57 (20.58%) Data Analyst
4 54 (19.49%) Architect
5 29 (10.47%) Data Architect
6 28 (10.11%) Business Analyst
7 23 (8.30%) Data Business Analyst
8 21 (7.58%) Project Manager
9 19 (6.86%) SQL Developer
10 17 (6.14%) Consultant
11 16 (5.78%) Enterprise Architect
12 14 (5.05%) Business Data Analyst
13 11 (3.97%) Enterprise Data Architect
13 11 (3.97%) Senior Architect
13 11 (3.97%) Solutions Architect
14 10 (3.61%) Business Intelligence Developer
14 10 (3.61%) Data Migration Analyst
14 10 (3.61%) Migration Analyst
15 9 (3.25%) Informatica Developer
16 8 (2.89%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 29 (10.47%) XML
2 25 (9.03%) Web Services
3 17 (6.14%) .NET
3 17 (6.14%) SOAP
4 14 (5.05%) XSD
5 11 (3.97%) Middleware
5 11 (3.97%) REST
6 9 (3.25%) RESTful
6 9 (3.25%) WebSphere MQ
7 8 (2.89%) XSLT
8 7 (2.53%) JSON
9 6 (2.17%) ASP.NET Web API
9 6 (2.17%) WCF
10 5 (1.81%) EDI
11 4 (1.44%) .NET Framework
11 4 (1.44%) WebCenter
12 3 (1.08%) ASP.NET
12 3 (1.08%) EDIFACT
12 3 (1.08%) HTML
12 3 (1.08%) XML Schema
Miscellaneous
1 51 (18.41%) Analytical Skills
2 39 (14.08%) Data Integration
3 30 (10.83%) Management Information System
3 30 (10.83%) Visualisation
4 16 (5.78%) Algorithms
4 16 (5.78%) Data Structures
5 11 (3.97%) Data Conversion
5 11 (3.97%) Derivative
6 9 (3.25%) Data Extraction
7 6 (2.17%) Hybrid Cloud
7 6 (2.17%) Informatics
8 4 (1.44%) Computer Science
8 4 (1.44%) Learning Management System
8 4 (1.44%) Reference Data
9 3 (1.08%) Clustering
9 3 (1.08%) Enterprise Software
9 3 (1.08%) Replication
9 3 (1.08%) Statistics
10 2 (0.72%) Data Centre
10 2 (0.72%) User Experience
Operating Systems
1 22 (7.94%) Unix
2 19 (6.86%) Linux
3 10 (3.61%) Red Hat Enterprise Linux
3 10 (3.61%) Windows
4 3 (1.08%) Windows Server
5 1 (0.36%) AIX
Processes & Methodologies
1 99 (35.74%) Data Modelling
2 97 (35.02%) Business Intelligence
3 88 (31.77%) ETL
4 78 (28.16%) Agile Software Development
5 72 (25.99%) Migration
6 62 (22.38%) Data Management
7 49 (17.69%) Data Migration
8 46 (16.61%) Analytics
9 39 (14.08%) Data Architecture
10 34 (12.27%) Data Analysis
11 31 (11.19%) Master Data Management
12 25 (9.03%) Programme Management
13 24 (8.66%) Open Source
14 22 (7.94%) Data Cleansing
14 22 (7.94%) Data Governance
14 22 (7.94%) Logical Data Model
15 21 (7.58%) Data Visualisation
15 21 (7.58%) User Acceptance Testing
16 20 (7.22%) Business Analysis
17 19 (6.86%) SOA
Programming Languages
1 115 (41.52%) SQL
2 20 (7.22%) Shell Script
3 18 (6.50%) Java
3 18 (6.50%) JavaScript
3 18 (6.50%) Python
3 18 (6.50%) T-SQL
4 13 (4.69%) C#
4 13 (4.69%) C++
5 8 (2.89%) R
6 7 (2.53%) SAS Macro
7 5 (1.81%) ActionScript
7 5 (1.81%) ActionScript 2.0
8 4 (1.44%) XAML
9 3 (1.08%) Perl
9 3 (1.08%) VBA
10 2 (0.72%) C
10 2 (0.72%) PHP
10 2 (0.72%) Ruby
10 2 (0.72%) Scala
10 2 (0.72%) XPath
Qualifications
1 30 (10.83%) Security Cleared
2 27 (9.75%) SC Cleared
3 17 (6.14%) Degree
4 5 (1.81%) ISEB
5 3 (1.08%) BPSS Clearance
5 3 (1.08%) ISTQB
6 2 (0.72%) DV Cleared
6 2 (0.72%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 68 (24.55%) Data Quality
2 20 (7.22%) QA
3 3 (1.08%) ISO 14001
3 3 (1.08%) ISO 9001
4 2 (0.72%) Disclosure Scotland
5 1 (0.36%) COREP
5 1 (0.36%) FINREP
5 1 (0.36%) HL7
System Software
1 7 (2.53%) Active Directory
2 1 (0.36%) Apache Flume
2 1 (0.36%) Docker
2 1 (0.36%) GridGain
2 1 (0.36%) HDFS
Systems Management
1 2 (0.72%) HP Quality Center
2 1 (0.36%) Ambari
2 1 (0.36%) Control-M
2 1 (0.36%) Opscode Chef
Vendors
1 59 (21.30%) Oracle
2 55 (19.86%) Microsoft
3 40 (14.44%) Informatica
4 26 (9.39%) Tableau
5 24 (8.66%) SAP
6 16 (5.78%) CA
7 11 (3.97%) Teradata
8 6 (2.17%) Atlassian
8 6 (2.17%) Red Hat
9 5 (1.81%) Hyperion
9 5 (1.81%) Netezza
9 5 (1.81%) Sybase
10 4 (1.44%) Talend
11 3 (1.08%) Cisco
11 3 (1.08%) Google
11 3 (1.08%) HP
11 3 (1.08%) i2
11 3 (1.08%) IBM
11 3 (1.08%) Software AG
12 2 (0.72%) NetSuite
Wales
Nigel Frank International Ltd
Rate: £225 - £250 per day
Posted: Yesterday
Hayes, Middlesex
Sanderson
Rate: £300 - £400 per day
Posted: 5 days ago
London
Experis Ltd
Rate: £450.00 - £500.00 per day
Posted: 6 days ago
West Midlands
Vivid Resourcing
Rate: £350 - 400 per day
Posted: 14 days ago
Leeds
Real Staffing
Rate: £375 - £400 per day
Posted: 16 days ago
Coventry
Bluefire Professional Services
Rate: Up to £400 per day
Posted: 21 days ago