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 July 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 Jul 2016
Same period 2015 Same period 2014
Data Transformation
Rank 483 491 484
Rank change year-on-year
+8 -7
Contract jobs citing Data Transformation 169 155 134
As % of all contract IT jobs located in the UK 0.31% 0.27% 0.24%
As % of the Processes & Methodologies category 0.38% 0.34% 0.31%
Number of daily rates quoted 91 101 102
Median daily rate £425 £440 £417
Median daily rate % change year-on-year
-3.40% +5.45%
90% offered a daily rate of more than £288 £300 £310
10% offered a daily rate of more than £600 £550 £550
UK excluding London median daily rate £400 £345 £353
% change year-on-year
+15.94% -2.12%
Number of hourly rates quoted 0 3 0
Median hourly rate - £24.00 -
UK excluding London median hourly rate - £24.00 -

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
44682 45591 43036
As % of all contract IT jobs located in the UK 82.74% 79.87% 78.59%
Number of daily rates quoted 29538 29583 26703
Median daily rate £435 £413 £400
Median daily rate % change year-on-year
+5.45% +3.12%
90% offered a daily rate of more than £295 £280 £275
10% offered a daily rate of more than £600 £575 £560
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 1052 1197 1205
Median hourly rate £28.50 £28.50 £25.00
Median hourly rate % change year-on-year
- +14.00%
90% offered a hourly rate of more than £12.58 £12.50 £13.00
10% offered a hourly rate of more than £52.00 £52.17 £47.50
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

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 July 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 July 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 +4 159 £425 -5.55% 16
London +31 88 £434 -8.68% 8
South East +8 17 £390 -13.33% 4
Manchester +6 14 £400 +33.33% 1
North West +5 14 £400 +33.33% 1
East of England +20 13 £363 +16.93%
City of London +37 12 £460 -3.15% 3
West Midlands -31 10 £466 +43.46%
Hertfordshire +17 9 £288 -7.25%
East Midlands -4 7 £578 +62.10%
Warwickshire 0 6 £450 -33.33%
South West -1 5 £370 +11.69% 3
Yorkshire - 5 £700 -
Feltham - 5 £450 -
Middlesex - 5 - -
Oxfordshire +7 4 £383 -19.89%
Coventry -14 4 £483 +78.70%
Northamptonshire - 4 - -
Gloucestershire +4 3 £375 +42.85% 3
Welwyn Garden City +3 3 £288 -7.25%
Oxford -4 3 £390 -27.77%
South Wales - 3 £220 -
Cardiff - 3 £220 -
Berkshire - 3 £513 -
South Yorkshire - 3 £700 -
Sheffield - 3 £700 -
Stratford-upon-Avon - 3 £450 -
Wales - 3 £220 -
Essex +4 2 £444 +77.50%
M4 Corridor - 2 - -

Data Transformation
Top 30 Related IT Skills

For the 6 months to 28 July 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.

1 137 (39.83%) SQL
2 125 (36.34%) Data Modelling
3 121 (35.17%) Finance
4 120 (34.88%) Business Intelligence
5 111 (32.27%) ETL
6 92 (26.74%) Migration
7 91 (26.45%) Data Quality
8 88 (25.58%) Oracle
9 87 (25.29%) Data Warehouse
10 80 (23.26%) Agile Software Development
10 80 (23.26%) Data Management
11 74 (21.51%) Data Migration
12 70 (20.35%) SQL Server
13 63 (18.31%) Data Architecture
14 59 (17.15%) Analytics
15 55 (15.99%) Analytical Skills
16 51 (14.83%) Informatica
17 46 (13.37%) Data Integration
17 46 (13.37%) Data Analysis
18 45 (13.08%) Master Data Management
19 43 (12.50%) Microsoft
20 41 (11.92%) Data Cleansing
21 40 (11.63%) Security Cleared
22 39 (11.34%) SQL Server Integration Services
23 38 (11.05%) Big Data
24 37 (10.76%) SAP
25 36 (10.47%) SC Cleared
26 35 (10.17%) Data Governance
26 35 (10.17%) SAS
27 34 (9.88%) Data Mapping

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 35 (10.17%) SAS
2 10 (2.91%) NetWeaver
3 8 (2.33%) SharePoint
4 7 (2.03%) Confluence
5 5 (1.45%) Apache Spark
5 5 (1.45%) Oracle Service Bus
6 4 (1.16%) JBoss
7 3 (0.87%) Apache
7 3 (0.87%) BizTalk Server
7 3 (0.87%) PowerExchange
7 3 (0.87%) WebSphere
8 2 (0.58%) Elasticsearch
8 2 (0.58%) Facebook Platform
9 1 (0.29%) CMS
9 1 (0.29%) Skype for Business
Applications
1 28 (8.14%) MS Excel
2 12 (3.49%) MS Office
3 9 (2.62%) MS PowerPoint
3 9 (2.62%) MS Visio
4 2 (0.58%) SPSS
5 1 (0.29%) MS Project
5 1 (0.29%) Weka
Business Applications
1 12 (3.49%) Oracle EBS
2 11 (3.20%) Oracle EBS R12
3 10 (2.91%) SAP MDM
4 8 (2.33%) Oracle Financials
5 6 (1.74%) Oracle Assets
5 6 (1.74%) Oracle Cash Management
5 6 (1.74%) Oracle General Ledger
5 6 (1.74%) Oracle Payables
5 6 (1.74%) Oracle Receivables
5 6 (1.74%) SAP Oil and Gas
6 3 (0.87%) Dynamics CRM
6 3 (0.87%) Maximo
7 2 (0.58%) CA PPM
7 2 (0.58%) Hyperion Planning
7 2 (0.58%) Radian6
7 2 (0.58%) WebTrends
8 1 (0.29%) ENOVIA
8 1 (0.29%) Oracle Applications
8 1 (0.29%) Oracle Payroll
Cloud Services
1 6 (1.74%) Microsoft Azure
1 6 (1.74%) SaaS
2 4 (1.16%) Boomi
3 3 (0.87%) Google Analytics
3 3 (0.87%) Google Apps
4 2 (0.58%) AdWords
4 2 (0.58%) SuccessFactors
5 1 (0.29%) Amazon AWS
Communications & Networking
1 10 (2.91%) FTP
2 4 (1.16%) Internet
2 4 (1.16%) SSH
3 3 (0.87%) Firewall
4 2 (0.58%) ATM
4 2 (0.58%) DSL
5 1 (0.29%) HTTP
5 1 (0.29%) HTTPS
5 1 (0.29%) Kerberos
5 1 (0.29%) LAN
Database & Business Intelligence
1 87 (25.29%) Data Warehouse
2 70 (20.35%) SQL Server
3 39 (11.34%) SQL Server Integration Services
4 38 (11.05%) Big Data
5 34 (9.88%) Relational Database
6 30 (8.72%) Hadoop
7 26 (7.56%) SQL Server Reporting Services
8 23 (6.69%) Apache Hive
9 21 (6.10%) SQL Server Analysis Services
10 19 (5.52%) BusinessObjects
10 19 (5.52%) Enterprise Data Warehouse
11 18 (5.23%) HBase
11 18 (5.23%) Pentaho
11 18 (5.23%) PostgreSQL
12 17 (4.94%) MongoDB
12 17 (4.94%) SQL Server 2014
13 15 (4.36%) Oracle Database
13 15 (4.36%) SQL Server 2012
14 11 (3.20%) IBM InfoSphere
15 10 (2.91%) SQL Server 2008
Development Applications
1 20 (5.81%) ERwin
2 12 (3.49%) JIRA
3 10 (2.91%) Team Foundation Server
4 9 (2.62%) Visual Studio
5 4 (1.16%) Git (software)
5 4 (1.16%) SQL Server Management Studio (SSMS)
5 4 (1.16%) Zephyr
6 2 (0.58%) Atlassian Bamboo
6 2 (0.58%) Cucumber
6 2 (0.58%) Jenkins
6 2 (0.58%) Maven
6 2 (0.58%) Talend Open Studio
7 1 (0.29%) Eclipse
7 1 (0.29%) PowerDesigner
7 1 (0.29%) Selenium
7 1 (0.29%) WebDriver
General
1 121 (35.17%) Finance
2 30 (8.72%) Banking
3 16 (4.65%) Marketing
4 11 (3.20%) Retail
5 9 (2.62%) Pharmaceutical
6 8 (2.33%) Advertising
6 8 (2.33%) Manufacturing
7 7 (2.03%) Back Office
7 7 (2.03%) Electronics
7 7 (2.03%) General Ledger
8 6 (1.74%) Telecoms
9 5 (1.45%) Legal
10 3 (0.87%) Front Office
10 3 (0.87%) Investment Banking
11 2 (0.58%) Automotive
11 2 (0.58%) Retail Banking
12 1 (0.29%) Billing
12 1 (0.29%) Financial Institution
12 1 (0.29%) Games
12 1 (0.29%) Publishing
Job Titles
1 103 (29.94%) Analyst
2 79 (22.97%) Architect
3 76 (22.09%) Data Analyst
4 67 (19.48%) Developer
5 44 (12.79%) Data Architect
6 30 (8.72%) Business Analyst
7 25 (7.27%) Data Business Analyst
8 22 (6.40%) Consultant
8 22 (6.40%) SQL Developer
9 19 (5.52%) Enterprise Architect
10 15 (4.36%) Senior Architect
11 14 (4.07%) Data Migration Lead
11 14 (4.07%) Enterprise Data Architect
11 14 (4.07%) Solutions Architect
12 13 (3.78%) Financial Analyst
13 12 (3.49%) Business Data Analyst
13 12 (3.49%) Senior Data Architect
14 11 (3.20%) SQL Analyst
15 10 (2.91%) Data Consultant
15 10 (2.91%) Oracle Analyst
Libraries, Frameworks & Software Standards
1 32 (9.30%) XML
2 19 (5.52%) Web Services
3 16 (4.65%) .NET
4 15 (4.36%) SOAP
5 12 (3.49%) XSLT
6 11 (3.20%) Middleware
7 10 (2.91%) RESTful
7 10 (2.91%) XML Schema
8 9 (2.62%) REST
8 9 (2.62%) XSD
9 6 (1.74%) MDX
9 6 (1.74%) WCF
10 5 (1.45%) ASP.NET
10 5 (1.45%) JMS
10 5 (1.45%) Spring
11 4 (1.16%) .NET Framework
11 4 (1.16%) ASP.NET Web API
11 4 (1.16%) Gherkin
11 4 (1.16%) JSON
12 3 (0.87%) Kafka
Miscellaneous
1 55 (15.99%) Analytical Skills
2 46 (13.37%) Data Integration
3 33 (9.59%) Management Information System
4 31 (9.01%) Visualisation
5 27 (7.85%) Algorithms
6 22 (6.40%) Data Structures
7 21 (6.10%) Data Extraction
8 17 (4.94%) Data Conversion
9 13 (3.78%) Enterprise Software
10 12 (3.49%) Derivative
11 11 (3.20%) Statistics
12 7 (2.03%) Data Centre
13 6 (1.74%) Reference Data
14 5 (1.45%) Client/Server
14 5 (1.45%) Computer Science
15 4 (1.16%) Replication
16 3 (0.87%) Credit Risk
16 3 (0.87%) Hybrid Cloud
16 3 (0.87%) Informatics
17 2 (0.58%) Reinsurance
Operating Systems
1 26 (7.56%) Unix
2 18 (5.23%) Linux
3 11 (3.20%) Windows
4 3 (0.87%) Red Hat Enterprise Linux
5 2 (0.58%) Windows Server
6 1 (0.29%) AIX
Processes & Methodologies
1 125 (36.34%) Data Modelling
2 120 (34.88%) Business Intelligence
3 111 (32.27%) ETL
4 92 (26.74%) Migration
5 80 (23.26%) Agile Software Development
5 80 (23.26%) Data Management
6 74 (21.51%) Data Migration
7 63 (18.31%) Data Architecture
8 59 (17.15%) Analytics
9 46 (13.37%) Data Analysis
10 45 (13.08%) Master Data Management
11 41 (11.92%) Data Cleansing
12 35 (10.17%) Data Governance
13 34 (9.88%) Data Mapping
14 33 (9.59%) Validation
15 31 (9.01%) Logical Data Model
16 26 (7.56%) Physical Data Model
17 25 (7.27%) Open Source
17 25 (7.27%) Programme Management
18 23 (6.69%) User Acceptance Testing
Programming Languages
1 137 (39.83%) SQL
2 32 (9.30%) T-SQL
3 27 (7.85%) Java
4 26 (7.56%) Python
5 21 (6.10%) JavaScript
5 21 (6.10%) Shell Script
6 18 (5.23%) R
7 15 (4.36%) C++
8 13 (3.78%) C#
9 7 (2.03%) SAS Macro
10 6 (1.74%) XQuery
11 5 (1.45%) PL/SQL
11 5 (1.45%) Scala
12 4 (1.16%) XAML
13 3 (0.87%) ActionScript
13 3 (0.87%) ActionScript 2.0
13 3 (0.87%) Perl
13 3 (0.87%) Ruby
13 3 (0.87%) VB
13 3 (0.87%) VBA
Qualifications
1 40 (11.63%) Security Cleared
2 36 (10.47%) SC Cleared
3 18 (5.23%) Degree
4 9 (2.62%) CIMA
5 5 (1.45%) BPSS Clearance
6 3 (0.87%) ISEB
6 3 (0.87%) ISTQB
7 2 (0.58%) DV Cleared
8 1 (0.29%) CTC Cleared
8 1 (0.29%) ITIL Foundation Certificate
8 1 (0.29%) SAS Certification
Quality Assurance & Compliance
1 91 (26.45%) Data Quality
2 17 (4.94%) QA
3 3 (0.87%) ISO20022
4 2 (0.58%) Disclosure Scotland
5 1 (0.29%) COREP
5 1 (0.29%) FINREP
5 1 (0.29%) HL7
5 1 (0.29%) ISO 14001
5 1 (0.29%) ISO 9001
System Software
1 8 (2.33%) Active Directory
2 7 (2.03%) Docker
3 3 (0.87%) Hyper-V
3 3 (0.87%) VMware Infrastructure
4 1 (0.29%) Apache Flume
4 1 (0.29%) GridGain
4 1 (0.29%) HDFS
Systems Management
1 7 (2.03%) Opscode Chef
2 1 (0.29%) Control-M
2 1 (0.29%) HP Quality Center
2 1 (0.29%) Oracle EDQ
Vendors
1 88 (25.58%) Oracle
2 51 (14.83%) Informatica
3 43 (12.50%) Microsoft
4 37 (10.76%) SAP
5 23 (6.69%) Tableau
6 18 (5.23%) CA
7 12 (3.49%) Teradata
8 9 (2.62%) Sybase
9 7 (2.03%) Netezza
10 6 (1.74%) Google
11 5 (1.45%) HP
12 4 (1.16%) Atlassian
12 4 (1.16%) Dell
12 4 (1.16%) Red Hat
12 4 (1.16%) Salesforce.com
13 3 (0.87%) i2
13 3 (0.87%) IBM
13 3 (0.87%) PeopleSoft
13 3 (0.87%) VMware
14 2 (0.58%) Ab Initio
London
Hydrogen
Rate: £400 - £500 per day
Posted: 55 minutes ago
London
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Rate: £400 - £500 per day
Posted: Yesterday
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Rate: £400 - £500 per day
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Rate: £525 - £550 per day
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Rate: £400 - £425 per day
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