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 16 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
16 Sep 2014
Same period 2013 Same period 2012
Data Transformation
Rank 715 665 709
Rank change year-on-year
-50 +44
Permanent jobs citing Data Transformation 174 209 192
As % of all permanent IT jobs located in the UK 0.15% 0.20% 0.16%
As % of the Processes & Methodologies category 0.19% 0.24% 0.21%
Number of salaries quoted 146 178 164
Average salary £42,786 £45,000 £43,750
Average salary % change year-on-year
-4.92% +2.85%
90% offered a salary of more than £33,500 £32,500 £35,000
10% offered a salary of more than £67,975 £65,000 £70,000
UK excluding London average salary £40,000 £45,000 £40,000
% change year-on-year
-11.11% +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
93443 86275 93127
As % of all permanent IT jobs located in the UK 81.90% 81.15% 79.01%
Number of salaries quoted 74604 70751 78836
Average salary £47,500 £47,500 £46,000
Average salary % change year-on-year
- +3.26%
90% offered a salary of more than £30,500 £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 16 September 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 16 September 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 -49 168 £42,786 -4.92% 16
London +16 75 £52,500 +11.70% 7
North West -11 30 £42,500 -5.55% 6
Manchester -6 23 £42,500 -10.52% 4
South East -27 20 £45,000 +2.85%
City of London -7 15 £55,000 +22.22% 4
Yorkshire -46 15 £40,000 +7.87%
South West -39 13 £33,500 -25.55% 1
West Sussex -8 9 £45,000 +28.57%
Worthing - 9 £45,000 -
West Yorkshire -43 8 £40,000 +12.16%
North Yorkshire -12 7 £35,000 -9.09%
West Midlands -15 7 £40,000 -3.61%
Cheshire -16 7 £39,000 -8.23% 2
York - 7 £35,000 -
East of England -46 6 £42,500 -5.55% 2
Dorset - 6 £32,500 -
Bournemouth - 6 £32,500 -
Knutsford -4 5 £39,000 -10.34% 2
Leeds -47 5 £40,000 +12.16%
Oxfordshire - 5 £65,000 -
Droitwich -2 4 £38,750 +6.89%
Worcestershire -10 4 £38,750 +6.89%
Hertfordshire -12 4 £42,500 -1.73% 1
Somerset - 4 £45,500 - 1
Wiltshire -34 3 £34,500 -23.33%
Oxford - 3 £67,500 -
Cardiff - 3 £27,500 - 2
Coventry - 3 £56,500 -
Wales - 3 £27,500 - 2

Data Transformation
Top 30 Related IT Skills

For the 6 months to 16 September 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.

1 219 (57.48%) SQL
2 164 (43.04%) SQL Server
3 140 (36.75%) Business Intelligence
4 129 (33.86%) SQL Server Integration Services
5 113 (29.66%) SQL Server Reporting Services
6 109 (28.61%) ETL
7 106 (27.82%) Data Warehouse
8 102 (26.77%) T-SQL
9 95 (24.93%) Oracle
10 91 (23.88%) Data Modelling
11 82 (21.52%) Agile Software Development
12 78 (20.47%) Finance
12 78 (20.47%) Migration
13 72 (18.90%) Microsoft
14 68 (17.85%) SQL Server Analysis Services
15 66 (17.32%) Performance Tuning
16 62 (16.27%) MS Excel
17 61 (16.01%) Data Quality
17 61 (16.01%) Data Migration
18 58 (15.22%) Data Management
19 55 (14.44%) C#
19 55 (14.44%) SQL Server 2008
20 54 (14.17%) Relational Database
20 54 (14.17%) Windows
21 52 (13.65%) Java
22 49 (12.86%) Data Analysis
23 47 (12.34%) XML
23 47 (12.34%) CRM
23 47 (12.34%) Data Cleansing
24 46 (12.07%) Web Services

Data Transformation
Top Related IT Skills by Category

For the 6 months to 16 September 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 18 (4.72%) Apache
2 14 (3.67%) SAS
3 12 (3.15%) 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%) FileNet
6 2 (0.52%) WebSphere Application Server
7 1 (0.26%) NetWeaver
7 1 (0.26%) BizTalk Server
7 1 (0.26%) CMS
7 1 (0.26%) Drupal
7 1 (0.26%) Umbraco
7 1 (0.26%) Elasticsearch
7 1 (0.26%) SharePoint 2013
7 1 (0.26%) SharePoint 2010
Applications
1 62 (16.27%) MS Excel
2 9 (2.36%) MS Office
3 7 (1.84%) MS Visio
4 3 (0.79%) PowerPivot
5 1 (0.26%) MS Project
Business Applications
1 14 (3.67%) Oracle EBS
2 7 (1.84%) Dynamics NAV
3 4 (1.05%) Eikon
3 4 (1.05%) RMDS
3 4 (1.05%) 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 7 (1.84%) IaaS
2 2 (0.52%) Office 365
Communications & Networking
1 16 (4.20%) Internet
2 9 (2.36%) SAN
3 7 (1.84%) 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 (43.04%) SQL Server
2 129 (33.86%) SQL Server Integration Services
3 113 (29.66%) SQL Server Reporting Services
4 106 (27.82%) Data Warehouse
5 68 (17.85%) SQL Server Analysis Services
6 55 (14.44%) SQL Server 2008
7 54 (14.17%) Relational Database
8 38 (9.97%) Hadoop
9 29 (7.61%) SQL Server 2005
10 26 (6.82%) QlikView
11 25 (6.56%) MySQL
12 24 (6.30%) Apache Hive
13 22 (5.77%) Microsoft Analysis Services
14 20 (5.25%) DTS
15 19 (4.99%) RDBMS
15 19 (4.99%) Big Data
16 17 (4.46%) Oracle Database
17 16 (4.20%) SQL Server 2000
18 14 (3.67%) PowerCenter
19 13 (3.41%) SQL Server 2012
Development Applications
1 29 (7.61%) Visual Studio
2 19 (4.99%) ERwin
3 18 (4.72%) Team Foundation Server
4 17 (4.46%) SQL Server Management Studio (SSMS)
5 8 (2.10%) Eclipse
6 6 (1.57%) Subversion
7 4 (1.05%) Cucumber
7 4 (1.05%) TeamCity
7 4 (1.05%) Talend Open Studio
7 4 (1.05%) Selenium
7 4 (1.05%) Maven
7 4 (1.05%) JUnit
8 3 (0.79%) JIRA
9 2 (0.52%) Rational Application Developer
9 2 (0.52%) Hudson
9 2 (0.52%) Jenkins
9 2 (0.52%) FitNesse
9 2 (0.52%) NUnit
9 2 (0.52%) CruiseControl
10 1 (0.26%) Git (software)
General
1 78 (20.47%) Finance
2 32 (8.40%) Banking
3 18 (4.72%) Telecoms
3 18 (4.72%) Retail
4 15 (3.94%) Marketing
5 14 (3.67%) Investment Banking
6 8 (2.10%) Billing
7 6 (1.57%) Back Office
8 4 (1.05%) French Language
8 4 (1.05%) Games
9 3 (0.79%) Financial Institution
10 2 (0.52%) General Ledger
10 2 (0.52%) Front Office
10 2 (0.52%) Advertising
11 1 (0.26%) Law
11 1 (0.26%) Legal
Job Titles
1 130 (34.12%) Developer
2 69 (18.11%) Analyst
3 66 (17.32%) Architect
4 40 (10.50%) Data Analyst
5 34 (8.92%) Business Analyst
6 33 (8.66%) SQL Developer
7 29 (7.61%) Consultant
8 26 (6.82%) Business Intelligence Developer
9 22 (5.77%) Data Architect
10 21 (5.51%) Software Engineer
10 21 (5.51%) Designer
11 20 (5.25%) Data Consultant
12 19 (4.99%) .NET Developer
12 19 (4.99%) Business Intelligence Architect
13 17 (4.46%) Senior Software Engineer
14 16 (4.20%) Senior Developer
15 15 (3.94%) Business Data Analyst
16 14 (3.67%) Solutions Designer
16 14 (3.67%) DBA
16 14 (3.67%) Business Developer
Libraries, Frameworks & Software Standards
1 47 (12.34%) XML
2 46 (12.07%) Web Services
3 44 (11.55%) .NET
4 26 (6.82%) ADO.NET Entity Framework
5 21 (5.51%) ASP.NET
6 19 (4.99%) JMS
7 16 (4.20%) XSD
7 16 (4.20%) XSLT
8 15 (3.94%) Middleware
8 15 (3.94%) SOAP
8 15 (3.94%) REST
9 12 (3.15%) JSON
10 10 (2.62%) ASP.NET Web Forms
11 8 (2.10%) .NET Framework
11 8 (2.10%) WCF
12 7 (1.84%) HTML
12 7 (1.84%) MDX
13 6 (1.57%) Java EE
13 6 (1.57%) Silverlight
14 5 (1.31%) CSS
Miscellaneous
1 46 (12.07%) Analytical Skills
2 36 (9.45%) Mainframe
3 26 (6.82%) Data Integration
4 22 (5.77%) Mathematics
5 19 (4.99%) Enterprise Software
6 15 (3.94%) Computer Science
7 11 (2.89%) Management Information System
8 10 (2.62%) Hedge funds
9 8 (2.10%) Replication
10 7 (1.84%) Fixed Income
10 7 (1.84%) Clustering
10 7 (1.84%) Equities
10 7 (1.84%) Derivative
11 6 (1.57%) Visualisation
11 6 (1.57%) BBC
12 5 (1.31%) Physics
12 5 (1.31%) User Experience
13 4 (1.05%) Market Risk
13 4 (1.05%) Credit Risk
14 2 (0.52%) DataPower
Operating Systems
1 54 (14.17%) Windows
2 38 (9.97%) UNIX
3 24 (6.30%) Linux
4 14 (3.67%) AIX
5 7 (1.84%) Windows Server 2008
6 2 (0.52%) Windows 8
6 2 (0.52%) Solaris
6 2 (0.52%) Windows 2000
7 1 (0.26%) Android
7 1 (0.26%) Apple iOS
Processes & Methodologies
1 140 (36.75%) Business Intelligence
2 109 (28.61%) ETL
3 91 (23.88%) Data Modelling
4 82 (21.52%) Agile Software Development
5 78 (20.47%) Migration
6 66 (17.32%) Performance Tuning
7 61 (16.01%) Data Migration
8 58 (15.22%) Data Management
9 49 (12.86%) Data Analysis
10 47 (12.34%) CRM
10 47 (12.34%) Data Cleansing
11 40 (10.50%) SOA
11 40 (10.50%) Project Management
12 36 (9.45%) Data Architecture
13 34 (8.92%) Analytics
14 30 (7.87%) Business Analysis
15 29 (7.61%) Software Engineering
16 28 (7.35%) B2B
16 28 (7.35%) MapReduce
17 27 (7.09%) Data Mapping
Programming Languages
1 219 (57.48%) SQL
2 102 (26.77%) T-SQL
3 55 (14.44%) C#
4 52 (13.65%) Java
5 17 (4.46%) JavaScript
6 16 (4.20%) XPath
7 15 (3.94%) VB.NET
8 12 (3.15%) PHP
8 12 (3.15%) PL/SQL
9 10 (2.62%) Scala
9 10 (2.62%) Groovy
10 9 (2.36%) VBA
10 9 (2.36%) Perl
11 6 (1.57%) VBScript
12 5 (1.31%) C++
12 5 (1.31%) Haskell
13 4 (1.05%) R
13 4 (1.05%) PowerShell
14 3 (0.79%) VB
15 2 (0.52%) Bash Shell
Qualifications
1 43 (11.29%) Degree
2 12 (3.15%) Microsoft Certification
3 11 (2.89%) MCTS
3 11 (2.89%) MCITP
4 4 (1.05%) Security Cleared
5 3 (0.79%) PRINCE2 Practitioner
6 2 (0.52%) MBA
7 1 (0.26%) ISEB
Quality Assurance & Compliance
1 61 (16.01%) Data Quality
2 13 (3.41%) QA
3 8 (2.10%) SLA
4 5 (1.31%) COBIT
System Software
1 4 (1.05%) Active Directory
2 3 (0.79%) Apache ZooKeeper
Systems Management
1 4 (1.05%) WMI
1 4 (1.05%) SCCM
2 2 (0.52%) HP Quality Center
Vendors
1 95 (24.93%) Oracle
2 72 (18.90%) Microsoft
3 43 (11.29%) Siebel
4 35 (9.19%) Informatica
5 20 (5.25%) Trillium
6 16 (4.20%) webMethods
7 15 (3.94%) Cognizant
7 15 (3.94%) HP
7 15 (3.94%) Teradata
8 14 (3.67%) Software AG
9 11 (2.89%) Business Objects
10 8 (2.10%) SAP
11 7 (1.84%) IBM
12 6 (1.57%) Cognos
12 6 (1.57%) JBoss
12 6 (1.57%) Hyperion
13 5 (1.31%) Cloudera
14 4 (1.05%) Talend
14 4 (1.05%) VMware
14 4 (1.05%) Reuters
Glasgow, Lanarkshire
Search Consultancy
Salary: £30000.00 - £40000.00 per annum + benefits
Posted: 2 hours ago
London
Verticality Ltd
Salary: £50000 to £55000 per annum - Benefits Package
Posted: 9 hours ago
London
Cititec
Salary: SIXTY THOUSAND
Posted: 10 hours ago
Cardiff, South Glamorgan
CPS Group UK
Posted: Yesterday
Manchester, Lancashire
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: Yesterday
Manchester, Lancashire
Adria Solutions Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: Yesterday
Bath, Avon
ITF Solutions
Salary: £55000 - £60000 per annum + benefits and bonus
Posted: Yesterday
Glasgow, Lanarkshire
FPSG Connect
Salary: £30000 - £40000 per annum
Posted: Yesterday
Manchester, Lancashire
LA International
Salary: £27000 - £35000 per annum + benefits
Posted: 5 days ago
City, London
Royal Mail - AMS
Salary: Excellent Salary & Benefits
Posted: 5 days ago
Knutsford, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum + Excellent Benefits
Posted: 5 days ago
Knutsford, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £35000.00 per annum
Posted: 5 days ago
London
Claremont Consulting Limited
Salary: £50000 - £65000 per annum
Posted: 5 days ago
Cardiff, South Glamorgan
CPS Group UK
Posted: 5 days ago
City, London
LEXSTRA
Salary: £80000 per annum + Bens
Posted: 6 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 7 days ago
Hertfordshire
Interquest - IQ ESM
Salary: £35000 - £60000 per annum + Project Related Bonus
Posted: 8 days ago
City of London
Claremont Consulting Limited
Salary: £60000 - £65000 per annum
Posted: 8 days ago
Manchester
Adria Solutions Ltd
Salary: £50000 - £60000 per annum + Benefits
Posted: 26 days ago