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 September 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 Sep 2016
Same period 2015 Same period 2014
Data Transformation
Rank 482 515 511
Rank change year-on-year
+33 -4
Contract jobs citing Data Transformation 166 146 124
As % of all contract IT jobs located in the UK 0.31% 0.25% 0.22%
As % of the Processes & Methodologies category 0.37% 0.31% 0.28%
Number of daily rates quoted 99 84 83
Median daily rate £450 £450 £400
Median daily rate % change year-on-year
+0.05% +12.43%
90% offered a daily rate of more than £240 £300 £311
10% offered a daily rate of more than £600 £575 £525
UK excluding London median daily rate £400 £406 £375
% change year-on-year
-1.53% +8.33%
Number of hourly rates quoted 0 5 1
Median hourly rate - £23.50 £15.00
Median hourly rate % change year-on-year
- +56.66%
UK excluding London median hourly rate - £23.50 £15.00
% change year-on-year
- +56.66%

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
44398 47091 44154
As % of all contract IT jobs located in the UK 83.09% 81.05% 77.15%
Number of daily rates quoted 29424 30767 27622
Median daily rate £438 £425 £413
Median daily rate % change year-on-year
+3.05% +3.03%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £590 £580 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1153 1296 1206
Median hourly rate £31.00 £32.00 £24.00
Median hourly rate % change year-on-year
-3.12% +33.33%
90% offered a hourly rate of more than £12.50 £12.50 £12.50
10% offered a hourly rate of more than £50.00 £49.82 £53.50
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 September 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 September 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 +48 156 £450 - 30
London +22 91 £480 +3.50% 20
North West +18 19 £500 +11.11% 3
Manchester +5 19 £500 +66.66% 2
City of London +23 15 £450 -2.70% 5
South East +15 14 £500 +25.00% 4
East of England +2 12 £356 -38.04% 1
West Midlands -20 10 £390 -1.26%
East Midlands -1 7 £400 -32.63%
Hertfordshire +7 6 £288 -7.25%
Coventry -10 5 £390 -5.45%
Berkshire +10 4 £475 +26.66% 1
Essex +6 4 £438 -7.89%
Warwickshire +1 4 - -
Northamptonshire -3 4 - -
Atherstone - 4 - -
Cardiff +22 3 £220 -32.30%
Wales +18 3 £220 -32.30%
South Wales +15 3 £220 -32.30%
Hampshire +12 3 £600 +23.07%
Yorkshire +8 3 £475 -2.16% 1
Welwyn Garden City -2 3 £288 -7.25%
West Sussex +2 2 £425 +70.00% 1
Glasgow +1 2 £450 +5.88% 1
Scotland -3 2 £450 +5.88% 1
M4 Corridor - 2 - -
Nottinghamshire - 2 - -
Nottingham - 2 - -
Feltham - 2 £500 -
Portsmouth - 2 - -

Data Transformation
Top 30 Related IT Skills

For the 6 months to 28 September 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.

1 144 (45.00%) SQL
2 112 (35.00%) Data Modelling
3 100 (31.25%) Business Intelligence
3 100 (31.25%) Finance
4 92 (28.75%) ETL
5 91 (28.44%) Migration
6 85 (26.56%) Data Quality
7 81 (25.31%) Oracle
8 75 (23.44%) Data Migration
9 73 (22.81%) Data Warehouse
10 72 (22.50%) Data Management
11 70 (21.88%) Agile Software Development
12 66 (20.63%) SQL Server
13 47 (14.69%) Data Architecture
13 47 (14.69%) Relational Database
13 47 (14.69%) SDLC
14 45 (14.06%) Analytics
15 40 (12.50%) Analytical Skills
16 39 (12.19%) Master Data Management
17 38 (11.88%) Java
17 38 (11.88%) Validation
17 38 (11.88%) Banking
18 37 (11.56%) Security Cleared
18 37 (11.56%) Data Analysis
19 36 (11.25%) SQL Server Integration Services
20 35 (10.94%) Informatica
21 34 (10.63%) Big Data
22 33 (10.31%) Data Governance
22 33 (10.31%) SC Cleared
23 31 (9.69%) XML

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 18 (5.63%) SAS
2 15 (4.69%) Apache Spark
3 11 (3.44%) SharePoint
4 10 (3.13%) NetWeaver
5 8 (2.50%) Elasticsearch
6 6 (1.88%) IIS
6 6 (1.88%) Oracle Service Bus
7 3 (0.94%) Apache
8 2 (0.63%) Apache Solr
8 2 (0.63%) Facebook Platform
9 1 (0.31%) Apache Pig
9 1 (0.31%) BizTalk Server
9 1 (0.31%) CMS
9 1 (0.31%) Confluence
9 1 (0.31%) Oracle SOA Suite
9 1 (0.31%) Skype for Business
9 1 (0.31%) WebLogic
Applications
1 24 (7.50%) MS Excel
2 15 (4.69%) MS Office
3 13 (4.06%) MS PowerPoint
4 9 (2.81%) MS Visio
5 2 (0.63%) SPSS
6 1 (0.31%) MS Project
Business Applications
1 12 (3.75%) Oracle EBS
2 11 (3.44%) SAP MDM
3 9 (2.81%) Oracle EBS R12
4 7 (2.19%) Cognos TM1
4 7 (2.19%) Oracle Financials
5 6 (1.88%) Oracle Assets
5 6 (1.88%) Oracle Cash Management
5 6 (1.88%) Oracle General Ledger
5 6 (1.88%) Oracle Payables
5 6 (1.88%) Oracle Receivables
6 4 (1.25%) SAP Oil and Gas
7 3 (0.94%) Cognos Controller
8 2 (0.63%) Dynamics CRM
8 2 (0.63%) Oracle Applications
8 2 (0.63%) Radian6
8 2 (0.63%) WebTrends
9 1 (0.31%) CA PPM
9 1 (0.31%) ENOVIA
9 1 (0.31%) Oracle Payroll
9 1 (0.31%) Oracle Procure-to-Pay
Cloud Services
1 11 (3.44%) Microsoft Azure
2 5 (1.56%) Azure Active Directory
2 5 (1.56%) SaaS
3 3 (0.94%) Boomi
3 3 (0.94%) Google Analytics
3 3 (0.94%) Google Apps
4 2 (0.63%) AdWords
4 2 (0.63%) Amazon AWS
4 2 (0.63%) Amazon Kinesis
4 2 (0.63%) Cloud Computing
5 1 (0.31%) GitHub
Communications & Networking
1 9 (2.81%) FTP
2 4 (1.25%) Internet
3 3 (0.94%) DSL
3 3 (0.94%) Firewall
4 2 (0.63%) LAN
4 2 (0.63%) SSH
5 1 (0.31%) HTTP
5 1 (0.31%) HTTPS
Database & Business Intelligence
1 73 (22.81%) Data Warehouse
2 66 (20.63%) SQL Server
3 47 (14.69%) Relational Database
4 36 (11.25%) SQL Server Integration Services
5 34 (10.63%) Big Data
6 26 (8.13%) Hadoop
7 23 (7.19%) SQL Server Reporting Services
8 20 (6.25%) Oracle Database
8 20 (6.25%) SQL Server Analysis Services
9 19 (5.94%) SQL Server 2014
10 18 (5.63%) Apache Hive
10 18 (5.63%) NoSQL
11 17 (5.31%) IBM InfoSphere
11 17 (5.31%) SQL Server 2012
12 15 (4.69%) Data Mining
12 15 (4.69%) DB2
13 14 (4.38%) Data Lake
14 11 (3.44%) SQL Server 2008
15 10 (3.13%) Oracle ODI
15 10 (3.13%) RDBMS
Development Applications
1 14 (4.38%) Team Foundation Server
2 12 (3.75%) Visual Studio
3 8 (2.50%) ERwin
4 7 (2.19%) JIRA
5 5 (1.56%) Git (software)
6 4 (1.25%) SQL Server Management Studio (SSMS)
7 2 (0.63%) Eclipse
7 2 (0.63%) Zephyr
8 1 (0.31%) Atlassian Bamboo
8 1 (0.31%) Cucumber
8 1 (0.31%) GoCD
8 1 (0.31%) JDeveloper
8 1 (0.31%) Jenkins
8 1 (0.31%) Maven
8 1 (0.31%) PowerDesigner
8 1 (0.31%) Selenium
8 1 (0.31%) Talend Open Studio
8 1 (0.31%) Vagrant
8 1 (0.31%) WebDriver
General
1 100 (31.25%) Finance
2 38 (11.88%) Banking
3 19 (5.94%) Marketing
4 15 (4.69%) Investment Banking
5 9 (2.81%) Advertising
6 8 (2.50%) Legal
6 8 (2.50%) Pharmaceutical
6 8 (2.50%) Retail
7 7 (2.19%) Manufacturing
8 6 (1.88%) Back Office
8 6 (1.88%) General Ledger
8 6 (1.88%) Telecoms
9 4 (1.25%) Electronics
9 4 (1.25%) Law
10 2 (0.63%) Front Office
11 1 (0.31%) Billing
11 1 (0.31%) Financial Institution
11 1 (0.31%) Publishing
11 1 (0.31%) Retail Banking
Job Titles
1 91 (28.44%) Analyst
2 79 (24.69%) Developer
3 68 (21.25%) Data Analyst
4 55 (17.19%) Architect
5 32 (10.00%) Data Architect
6 21 (6.56%) Business Analyst
6 21 (6.56%) Consultant
7 19 (5.94%) SQL Developer
8 18 (5.63%) SQL Analyst
9 17 (5.31%) Senior Developer
10 16 (5.00%) Data Migration Lead
11 15 (4.69%) ETL Developer
11 15 (4.69%) Financial Analyst
12 14 (4.38%) Java Developer
12 14 (4.38%) Oracle Analyst
12 14 (4.38%) SQL Data Analyst
13 13 (4.06%) Data Business Analyst
14 12 (3.75%) Data Consultant
14 12 (3.75%) Data Engineer
14 12 (3.75%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 31 (9.69%) XML
2 19 (5.94%) Web Services
2 19 (5.94%) XSLT
3 18 (5.63%) .NET
4 17 (5.31%) Spring
5 12 (3.75%) RESTful
5 12 (3.75%) SOAP
5 12 (3.75%) WCF
6 11 (3.44%) Hibernate
6 11 (3.44%) J2SE
6 11 (3.44%) XSD
7 10 (3.13%) .NET Framework
8 9 (2.81%) MDX
8 9 (2.81%) XML Schema
9 8 (2.50%) ASP.NET
9 8 (2.50%) JMS
10 7 (2.19%) Middleware
11 6 (1.88%) Kafka
11 6 (1.88%) SAML
12 5 (1.56%) OAuth
Miscellaneous
1 40 (12.50%) Analytical Skills
2 27 (8.44%) Data Structures
3 23 (7.19%) Data Integration
4 22 (6.88%) Management Information System
5 21 (6.56%) Data Extraction
6 15 (4.69%) Algorithms
6 15 (4.69%) Data Conversion
7 14 (4.38%) Enterprise Software
8 13 (4.06%) Statistics
9 12 (3.75%) Economics
9 12 (3.75%) Visualisation
10 8 (2.50%) Derivative
11 7 (2.19%) Data Centre
12 6 (1.88%) Virtual Team
13 5 (1.56%) Client/Server
13 5 (1.56%) Reference Data
14 4 (1.25%) Computer Science
14 4 (1.25%) Credit Risk
14 4 (1.25%) Replication
15 3 (0.94%) Fintech
Operating Systems
1 8 (2.50%) Unix
2 7 (2.19%) Linux
2 7 (2.19%) Windows
3 1 (0.31%) Windows Server
Processes & Methodologies
1 112 (35.00%) Data Modelling
2 100 (31.25%) Business Intelligence
3 92 (28.75%) ETL
4 91 (28.44%) Migration
5 75 (23.44%) Data Migration
6 72 (22.50%) Data Management
7 70 (21.88%) Agile Software Development
8 47 (14.69%) Data Architecture
8 47 (14.69%) SDLC
9 45 (14.06%) Analytics
10 39 (12.19%) Master Data Management
11 38 (11.88%) Validation
12 37 (11.56%) Data Analysis
13 33 (10.31%) Data Governance
14 29 (9.06%) Data Mapping
15 28 (8.75%) Data Cleansing
16 26 (8.13%) Software Engineering
17 25 (7.81%) Dimensional Modelling
18 22 (6.88%) Programme Management
19 21 (6.56%) Logical Data Model
Programming Languages
1 144 (45.00%) SQL
2 38 (11.88%) Java
3 31 (9.69%) Python
4 28 (8.75%) R
4 28 (8.75%) T-SQL
5 15 (4.69%) C#
5 15 (4.69%) C++
6 14 (4.38%) Scala
7 8 (2.50%) XAML
8 7 (2.19%) JavaScript
8 7 (2.19%) XQuery
9 5 (1.56%) PL/SQL
10 4 (1.25%) SAS Macro
11 3 (0.94%) Ruby
11 3 (0.94%) Shell Script
11 3 (0.94%) VB
12 2 (0.63%) PHP
13 1 (0.31%) ActionScript
13 1 (0.31%) C
13 1 (0.31%) COBOL
Qualifications
1 37 (11.56%) Security Cleared
2 33 (10.31%) SC Cleared
3 27 (8.44%) Degree
4 9 (2.81%) CIMA
5 2 (0.63%) BPSS Clearance
5 2 (0.63%) ISEB
5 2 (0.63%) ISTQB
6 1 (0.31%) CTC Cleared
6 1 (0.31%) ISTQB Foundation Certification
6 1 (0.31%) ITIL Foundation Certificate
6 1 (0.31%) SAS Certification
Quality Assurance & Compliance
1 85 (26.56%) Data Quality
2 13 (4.06%) QA
3 3 (0.94%) Disclosure Scotland
3 3 (0.94%) ISO20022
4 1 (0.31%) COREP
4 1 (0.31%) FINREP
System Software
1 13 (4.06%) Active Directory
2 7 (2.19%) Docker
3 3 (0.94%) Hyper-V
3 3 (0.94%) VMware Infrastructure
4 2 (0.63%) Apache Flume
4 2 (0.63%) HDFS
5 1 (0.31%) Apache ZooKeeper
Systems Management
1 7 (2.19%) Opscode Chef
2 1 (0.31%) Ansible
2 1 (0.31%) Oozie
2 1 (0.31%) Oracle EDQ
Vendors
1 81 (25.31%) Oracle
2 35 (10.94%) Informatica
3 30 (9.38%) Microsoft
4 28 (8.75%) SAP
5 17 (5.31%) Sybase
6 16 (5.00%) Netezza
6 16 (5.00%) Teradata
7 9 (2.81%) Cognos
8 8 (2.50%) IBM
9 6 (1.88%) Google
9 6 (1.88%) Tableau
10 5 (1.56%) Cloudera
11 4 (1.25%) Hortonworks
12 3 (0.94%) Dell
12 3 (0.94%) PeopleSoft
12 3 (0.94%) VMware
13 2 (0.63%) Ab Initio
13 2 (0.63%) CA
13 2 (0.63%) HP
13 2 (0.63%) Telerik
London
LA International
Posted: Yesterday
Croydon, Surrey
networx
Rate: From £57,110 to £61,741 per annum dependent upon skills
Posted: Yesterday
Berkshire
Harvey Nash plc
Posted: Yesterday
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 6 days ago
London
Opilio Recruitment
Posted: 6 days ago
London
Hydrogen Group
Rate: £500.00 - £540.00 per day
Posted: 4 days ago
London
Harvey Nash plc
Rate: £500 - £525 per annum
Posted: 6 days ago
London
Experis Ltd
Rate: £490 - £525 per day
Posted: 5 days ago
Luton, Bedfordshire
Advantage XPO
Rate: £400 - £425 per day
Posted: 6 days ago
London
Experis Ltd
Rate: £500 - £527 per day
Posted: 6 days ago
City, London
Hydrogen Group
Rate: £450.00 - £525.00 per day
Posted: 6 days ago