The table below looks at the statistics for Data Transformation skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Transformation over the 3 months to 1 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Oct 2014
Same period 2013 Same period 2012
Data Transformation
Rank 723 667 691
Rank change year-on-year
-56 +24
Permanent jobs citing Data Transformation 168 224 204
As % of all permanent IT jobs located in the UK 0.15% 0.21% 0.18%
As % of the Processes & Methodologies category 0.18% 0.26% 0.22%
Number of salaries quoted 144 192 177
Average salary £45,500 £45,000 £45,000
Average salary % change year-on-year
+1.11% -
90% offered a salary of more than £33,500 £32,500 £35,000
10% offered a salary of more than £65,000 £65,000 £70,000
UK excluding London average salary £42,500 £45,000 £40,000
% change year-on-year
-5.55% +12.50%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
92294 87311 92008
As % of all permanent IT jobs located in the UK 81.99% 81.33% 79.05%
Number of salaries quoted 73847 71644 77513
Average salary £47,500 £47,500 £45,580
Average salary % change year-on-year
- +4.21%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £72,500 £72,500
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Transformation
Jobs Demand Trend

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

Data Transformation Jobs Demand Trend in the UK

Data Transformation
Salary Trend

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

Data Transformation Salary Trend in the UK

Data Transformation
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Transformation over the 3 months to 1 October 2014 within the UK.

Data Transformation Salary Histogram in the UK

Data Transformation
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Transformation within the UK over the 3 months to 1 October 2014. 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
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -76 163 £45,500 +1.11% 18
London +19 75 £52,500 +11.70% 9
North West +8 35 £42,500 -5.55% 4
Manchester -4 23 £42,500 -10.52% 2
South East -12 19 £45,000 +5.88% 1
City of London +4 15 £62,500 +38.88% 3
South West -37 14 £33,500 -33.00% 1
Cheshire -5 12 £39,500 -7.05% 2
Yorkshire -54 10 £35,000 -1.85%
West Sussex -8 8 £45,000 +36.36%
Worthing - 8 £45,000 -
North Yorkshire -11 7 £35,000 -9.09%
York - 7 £35,000 -
Knutsford - 7 £39,000 - 2
Bournemouth - 6 £32,500 -
Dorset - 6 £32,500 -
East of England -29 5 £42,500 -5.55% 3
West Midlands -30 5 £40,000 -5.88%
Oxfordshire - 5 £65,000 -
Somerset - 5 £57,500 -
Surrey -12 3 £40,000 -
Hertfordshire -15 3 £42,500 +2.40% 1
Wiltshire -39 3 £34,500 -27.36% 1
West Yorkshire -45 3 £32,500 -8.86%
Coventry - 3 £56,500 -
Bath - 3 £57,500 -
Oxford - 3 £67,500 -
Worcestershire -6 2 £40,000 +6.66%
East Sussex -19 2 £45,000 - 1
Kidlington - 2 £65,000 -

Data Transformation
Top 30 Related IT Skills

For the 6 months to 1 October 2014, IT jobs within the UK 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 IT job ads sampled that cited Data Transformation.

1 225 (58.90%) SQL
2 164 (42.93%) SQL Server
3 134 (35.08%) Business Intelligence
4 132 (34.55%) SQL Server Integration Services
5 117 (30.63%) SQL Server Reporting Services
6 113 (29.58%) ETL
7 109 (28.53%) Data Warehouse
8 99 (25.92%) T-SQL
9 95 (24.87%) Oracle
10 93 (24.35%) Data Modelling
11 82 (21.47%) Finance
11 82 (21.47%) Agile Software Development
12 81 (21.20%) Migration
12 81 (21.20%) Microsoft
13 79 (20.68%) Performance Tuning
14 71 (18.59%) SQL Server Analysis Services
15 61 (15.97%) MS Excel
15 61 (15.97%) Java
16 57 (14.92%) SQL Server 2008
16 57 (14.92%) Relational Database
17 56 (14.66%) Data Migration
18 55 (14.40%) XML
19 54 (14.14%) Data Quality
20 52 (13.61%) Windows
20 52 (13.61%) Data Management
21 49 (12.83%) Degree
22 47 (12.30%) Data Analysis
22 47 (12.30%) Analytical Skills
23 45 (11.78%) Data Cleansing
23 45 (11.78%) C#

Data Transformation
Top Related IT Skills by Category

For the 6 months to 1 October 2014, IT jobs within the UK 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 IT job ads sampled that cited Data Transformation. Up to 20 skills are shown per category.

Application Platforms
1 16 (4.19%) Apache
2 14 (3.66%) SAS
3 12 (3.14%) SharePoint
4 6 (1.57%) Apache Pig
5 5 (1.31%) IIS
5 5 (1.31%) Oracle Service Bus
6 2 (0.52%) Apache Solr
6 2 (0.52%) WebSphere Portal
6 2 (0.52%) WebSphere
6 2 (0.52%) WebSphere Process Server
6 2 (0.52%) CMS
6 2 (0.52%) FileNet
6 2 (0.52%) WebSphere Application Server
7 1 (0.26%) Elasticsearch
7 1 (0.26%) NetWeaver
7 1 (0.26%) BizTalk Server
7 1 (0.26%) Drupal
7 1 (0.26%) Umbraco
7 1 (0.26%) SharePoint 2013
7 1 (0.26%) SharePoint 2010
Applications
1 61 (15.97%) MS Excel
2 9 (2.36%) MS Visio
3 8 (2.09%) MS Office
4 3 (0.79%) PowerPivot
5 1 (0.26%) MS Project
Business Applications
1 14 (3.66%) Oracle EBS
2 7 (1.83%) Dynamics NAV
3 4 (1.05%) RMDS
3 4 (1.05%) Eikon
4 3 (0.79%) Oracle Applications
4 3 (0.79%) Dynamics AX
4 3 (0.79%) Markit EDM
5 1 (0.26%) Oracle Payables
5 1 (0.26%) Oracle Receivables
5 1 (0.26%) Oracle Assets
5 1 (0.26%) Oracle General Ledger
Cloud Services
1 8 (2.09%) IaaS
2 2 (0.52%) SaaS
2 2 (0.52%) Office 365
Communications & Networking
1 14 (3.66%) Internet
2 9 (2.36%) SAN
3 7 (1.83%) FTP
4 6 (1.57%) Intranet
5 3 (0.79%) Firewall
6 1 (0.26%) DNS
6 1 (0.26%) LAN
6 1 (0.26%) WAN
6 1 (0.26%) Wireless
6 1 (0.26%) Radio Access Network
Database & Business Intelligence
1 164 (42.93%) SQL Server
2 132 (34.55%) SQL Server Integration Services
3 117 (30.63%) SQL Server Reporting Services
4 109 (28.53%) Data Warehouse
5 71 (18.59%) SQL Server Analysis Services
6 57 (14.92%) SQL Server 2008
6 57 (14.92%) Relational Database
7 34 (8.90%) Hadoop
8 30 (7.85%) SQL Server 2005
9 27 (7.07%) QlikView
10 24 (6.28%) MySQL
11 23 (6.02%) Microsoft Analysis Services
12 22 (5.76%) Apache Hive
12 22 (5.76%) DTS
13 21 (5.50%) RDBMS
14 19 (4.97%) Big Data
15 17 (4.45%) Oracle Database
16 15 (3.93%) SQL Server 2000
17 13 (3.40%) Data Mining
17 13 (3.40%) SQL Server 2012
Development Applications
1 27 (7.07%) Visual Studio
2 18 (4.71%) Team Foundation Server
3 17 (4.45%) SQL Server Management Studio (SSMS)
4 15 (3.93%) ERwin
5 12 (3.14%) Eclipse
6 9 (2.36%) Subversion
7 8 (2.09%) Selenium
8 7 (1.83%) JUnit
8 7 (1.83%) Maven
8 7 (1.83%) JIRA
8 7 (1.83%) Cucumber
8 7 (1.83%) TeamCity
9 4 (1.05%) Talend Open Studio
10 3 (0.79%) Jenkins
10 3 (0.79%) Hudson
10 3 (0.79%) Rational Application Developer
10 3 (0.79%) Git (software)
11 1 (0.26%) QuickTest Pro
11 1 (0.26%) CruiseControl
11 1 (0.26%) NUnit
General
1 82 (21.47%) Finance
2 37 (9.69%) Banking
3 21 (5.50%) Telecoms
4 17 (4.45%) Marketing
5 16 (4.19%) Retail
6 15 (3.93%) Investment Banking
7 8 (2.09%) Billing
8 6 (1.57%) Back Office
9 4 (1.05%) French Language
10 3 (0.79%) Games
10 3 (0.79%) Front Office
11 2 (0.52%) General Ledger
11 2 (0.52%) International Banking
11 2 (0.52%) Financial Institution
11 2 (0.52%) Advertising
12 1 (0.26%) Law
12 1 (0.26%) Legal
12 1 (0.26%) Publishing
Job Titles
1 131 (34.29%) Developer
2 71 (18.59%) Analyst
3 60 (15.71%) Architect
4 35 (9.16%) SQL Developer
4 35 (9.16%) Data Analyst
5 33 (8.64%) Business Analyst
6 29 (7.59%) Consultant
7 26 (6.81%) Business Intelligence Developer
8 20 (5.24%) Data Architect
9 19 (4.97%) Designer
9 19 (4.97%) Data Consultant
10 18 (4.71%) Software Engineer
11 17 (4.45%) .NET Developer
11 17 (4.45%) DBA
11 17 (4.45%) Senior Developer
12 15 (3.93%) Senior Software Engineer
13 14 (3.66%) Business Intelligence Architect
13 14 (3.66%) Solutions Designer
13 14 (3.66%) SQL DBA
14 13 (3.40%) Business Developer
Libraries, Frameworks & Software Standards
1 55 (14.40%) XML
2 42 (10.99%) .NET
3 41 (10.73%) Web Services
4 22 (5.76%) JMS
5 21 (5.50%) REST
6 20 (5.24%) ASP.NET
6 20 (5.24%) SOAP
7 19 (4.97%) XSD
7 19 (4.97%) ADO.NET Entity Framework
8 18 (4.71%) JSON
8 18 (4.71%) XSLT
8 18 (4.71%) Middleware
9 10 (2.62%) Java EE
10 9 (2.36%) HTML
11 8 (2.09%) Apache CXF
11 8 (2.09%) Apache Camel
11 8 (2.09%) ASP.NET Web Forms
12 7 (1.83%) XSL
12 7 (1.83%) CSS
12 7 (1.83%) WSDL
Miscellaneous
1 47 (12.30%) Analytical Skills
2 32 (8.38%) Mainframe
3 30 (7.85%) Data Integration
4 22 (5.76%) Mathematics
5 20 (5.24%) Algorithms
5 20 (5.24%) Enterprise Software
6 16 (4.19%) Computer Science
7 10 (2.62%) Hedge funds
7 10 (2.62%) Replication
7 10 (2.62%) Management Information System
8 9 (2.36%) Clustering
9 8 (2.09%) Derivative
10 7 (1.83%) Fixed Income
10 7 (1.83%) Equities
11 6 (1.57%) Visualisation
12 5 (1.31%) User Experience
12 5 (1.31%) Physics
13 4 (1.05%) Market Risk
13 4 (1.05%) Credit Risk
14 2 (0.52%) DataPower
Operating Systems
1 52 (13.61%) Windows
2 41 (10.73%) UNIX
3 25 (6.54%) Linux
4 14 (3.66%) AIX
5 7 (1.83%) Windows Server 2008
6 2 (0.52%) Windows 8
6 2 (0.52%) Solaris
6 2 (0.52%) Windows 2000
7 1 (0.26%) Apple iOS
7 1 (0.26%) Android
Processes & Methodologies
1 134 (35.08%) Business Intelligence
2 113 (29.58%) ETL
3 93 (24.35%) Data Modelling
4 82 (21.47%) Agile Software Development
5 81 (21.20%) Migration
6 79 (20.68%) Performance Tuning
7 56 (14.66%) Data Migration
8 52 (13.61%) Data Management
9 47 (12.30%) Data Analysis
10 45 (11.78%) Data Cleansing
11 43 (11.26%) SOA
12 40 (10.47%) CRM
13 39 (10.21%) Business Analysis
14 37 (9.69%) Analytics
15 36 (9.42%) Project Management
16 31 (8.12%) Data Mapping
17 29 (7.59%) Data Architecture
18 27 (7.07%) Software Engineering
19 26 (6.81%) MapReduce
20 25 (6.54%) B2B
Programming Languages
1 225 (58.90%) SQL
2 99 (25.92%) T-SQL
3 61 (15.97%) Java
4 45 (11.78%) C#
5 17 (4.45%) JavaScript
5 17 (4.45%) XPath
6 14 (3.66%) PHP
6 14 (3.66%) VB.NET
7 12 (3.14%) PL/SQL
8 10 (2.62%) Scala
8 10 (2.62%) Perl
9 9 (2.36%) VBA
9 9 (2.36%) Groovy
10 6 (1.57%) VBScript
10 6 (1.57%) Python
11 5 (1.31%) C++
11 5 (1.31%) Haskell
12 4 (1.05%) PowerShell
12 4 (1.05%) R
13 3 (0.79%) VB
Qualifications
1 49 (12.83%) Degree
2 11 (2.88%) Microsoft Certification
2 11 (2.88%) MCITP
2 11 (2.88%) MCTS
3 4 (1.05%) Security Cleared
4 3 (0.79%) PRINCE2 Practitioner
5 2 (0.52%) MBA
5 2 (0.52%) ISEB
6 1 (0.26%) ISTQB
Quality Assurance & Compliance
1 54 (14.14%) Data Quality
2 17 (4.45%) QA
3 15 (3.93%) SLA
4 6 (1.57%) COBIT
System Software
1 4 (1.05%) Active Directory
2 3 (0.79%) Apache ZooKeeper
Systems Management
1 4 (1.05%) SCCM
1 4 (1.05%) WMI
2 2 (0.52%) HP Quality Center
Vendors
1 95 (24.87%) Oracle
2 81 (21.20%) Microsoft
3 39 (10.21%) Informatica
4 36 (9.42%) Siebel
5 22 (5.76%) Teradata
6 16 (4.19%) webMethods
6 16 (4.19%) Trillium
7 15 (3.93%) HP
7 15 (3.93%) Cognizant
8 14 (3.66%) Software AG
9 12 (3.14%) Business Objects
10 9 (2.36%) JBoss
11 7 (1.83%) SAP
11 7 (1.83%) IBM
12 6 (1.57%) Hyperion
12 6 (1.57%) Cognos
13 5 (1.31%) Cloudera
14 4 (1.05%) Nokia Solutions and Networks
14 4 (1.05%) Cerillion
14 4 (1.05%) Talend
Manchester, Lancashire
Adria Solutions Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: Yesterday
Manchester, Lancashire
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: Yesterday
London
Claremont Consulting Limited
Salary: £50000 - £65000 per annum
Posted: 2 days ago
City, London
LEXSTRA
Salary: £78000 - £81000 per annum + FS Benefits
Posted: 3 days ago
Hertfordshire
Interquest - IQ ESM
Salary: £35000 - £60000 per annum + Project Related Bonus
Posted: 5 days ago
Cambridge, Cambridgeshire
Cambridge University Press
Posted: 6 days ago
Cambridge, Cambridgeshire
Cambridge University Press
Salary: Competitive + benefits
Posted: 7 days ago
Brighton
Recruitment Revolution Limited
Salary: £40,000 - £50,000 + Bonus + Pension
Posted: 11 days ago
Knutsford
Hays IT - Uk Posting account
Salary: £35000.00 - £45000.00 per annum + Excellent Benefits
Posted: 20 days ago
Knutsford
Hays IT - Uk Posting account
Salary: £30000.00 - £35000.00 per annum
Posted: 20 days ago
Cardiff
CPS Group
Posted: 20 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 21 days ago
City of London
Claremont Consulting Limited
Salary: £60000 - £65000 per annum
Posted: 23 days ago