The table below looks at the statistics for Data Transformation skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Data Transformation over the 3 months to 20 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
20 Oct 2014
Same period 2013 Same period 2012
Data Transformation
Rank 709 632 708
Rank change year-on-year
-77 +76
Permanent jobs citing Data Transformation 168 235 187
As % of all permanent IT jobs located in England 0.16% 0.23% 0.17%
As % of the Processes & Methodologies category 0.19% 0.29% 0.22%
Number of salaries quoted 145 210 163
Average salary £47,000 £45,000 £45,000
Average salary % change year-on-year
+4.44% -
90% offered a salary of more than £34,500 £31,000 £32,000
10% offered a salary of more than £67,975 £65,000 £75,000
UK excluding London average salary £42,500 £45,000 £40,000
% change year-on-year
-5.55% +12.50%
Data Transformation
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
87669 82411 86081
As % of all permanent IT jobs located in England 82.05% 81.56% 79.22%
Number of salaries quoted 71362 68465 73145
Average salary £49,500 £47,500 £46,000
Average salary % change year-on-year
+4.21% +3.26%
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 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Transformation
Jobs Demand Trend in England

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

Data Transformation Jobs Demand Trend in England

Data Transformation
Salary Trend in England

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

Data Transformation Salary Trend in England

Data Transformation
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Transformation across the England region over the 3 months to 20 October 2014.

Data Transformation Salary Histogram in England

Data Transformation
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Transformation within the England region over the 3 months to 20 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
London +7 72 £55,000 +17.02% 10
North West +14 45 £42,500 -10.52% 5
South East -20 23 £45,000 +5.88% 6
South West -54 9 £34,500 -31.00%
East of England -34 7 £42,500 -2.85% 3
Yorkshire -55 7 £35,000 -7.89%
West Midlands -31 5 £40,000 -5.88% 1
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 20 October 2014, IT jobs across the England region 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.

1 218 (62.11%) SQL
2 156 (44.44%) SQL Server
3 126 (35.90%) SQL Server Integration Services
4 122 (34.76%) Business Intelligence
5 111 (31.62%) ETL
6 108 (30.77%) Data Warehouse
7 107 (30.48%) SQL Server Reporting Services
8 96 (27.35%) T-SQL
9 81 (23.08%) Data Modelling
9 81 (23.08%) Microsoft
9 81 (23.08%) Finance
10 79 (22.51%) Performance Tuning
11 75 (21.37%) Agile Software Development
11 75 (21.37%) Oracle
12 72 (20.51%) SQL Server Analysis Services
13 64 (18.23%) Java
13 64 (18.23%) Migration
14 61 (17.38%) MS Excel
15 58 (16.52%) XML
16 54 (15.38%) Relational Database
17 51 (14.53%) SQL Server 2008
18 49 (13.96%) Degree
18 49 (13.96%) Windows
19 48 (13.68%) Data Management
20 47 (13.39%) SOA
21 43 (12.25%) Analytical Skills
22 41 (11.68%) Web Services
22 41 (11.68%) Data Analysis
23 40 (11.40%) C#
23 40 (11.40%) Analytics

Data Transformation
Top Related IT Skills in England by Category

For the 6 months to 20 October 2014, IT jobs across the England region 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 14 (3.99%) Apache
1 14 (3.99%) SAS
2 9 (2.56%) JBoss
3 8 (2.28%) SharePoint
4 7 (1.99%) CMS
4 7 (1.99%) Oracle Service Bus
5 6 (1.71%) Apache Pig
6 5 (1.42%) IIS
7 3 (0.85%) Apache Solr
8 2 (0.57%) WebSphere Application Server
8 2 (0.57%) FileNet
8 2 (0.57%) WebSphere Process Server
8 2 (0.57%) WebSphere
8 2 (0.57%) Drupal
8 2 (0.57%) WebSphere Portal
9 1 (0.28%) SharePoint 2013
9 1 (0.28%) Elasticsearch
9 1 (0.28%) SharePoint 2010
9 1 (0.28%) NetWeaver
9 1 (0.28%) BizTalk Server
Applications
1 61 (17.38%) MS Excel
2 11 (3.13%) MS Office
3 9 (2.56%) MS Visio
4 1 (0.28%) PowerPivot
4 1 (0.28%) MS Project
Business Applications
1 7 (1.99%) Dynamics NAV
2 3 (0.85%) Markit EDM
3 2 (0.57%) Dynamics AX
3 2 (0.57%) Cognos Business Intelligence
3 2 (0.57%) Oracle EBS
4 1 (0.28%) Oracle Applications
Cloud Services
1 10 (2.85%) IaaS
2 4 (1.14%) SaaS
3 2 (0.57%) Office 365
Communications & Networking
1 9 (2.56%) Internet
2 8 (2.28%) SAN
3 6 (1.71%) FTP
4 4 (1.14%) Intranet
5 3 (0.85%) Firewall
6 2 (0.57%) DNS
7 1 (0.28%) LAN
7 1 (0.28%) WAN
7 1 (0.28%) Wireless
7 1 (0.28%) Radio Access Network
Database & Business Intelligence
1 156 (44.44%) SQL Server
2 126 (35.90%) SQL Server Integration Services
3 108 (30.77%) Data Warehouse
4 107 (30.48%) SQL Server Reporting Services
5 72 (20.51%) SQL Server Analysis Services
6 54 (15.38%) Relational Database
7 51 (14.53%) SQL Server 2008
8 31 (8.83%) Hadoop
9 28 (7.98%) QlikView
10 26 (7.41%) DTS
11 25 (7.12%) SQL Server 2005
12 22 (6.27%) MySQL
13 21 (5.98%) Microsoft Analysis Services
14 20 (5.70%) Big Data
15 19 (5.41%) Apache Hive
15 19 (5.41%) RDBMS
16 16 (4.56%) Oracle Database
17 13 (3.70%) SQL Server 2000
17 13 (3.70%) Data Mining
18 12 (3.42%) SQL Server 2012
Development Applications
1 25 (7.12%) Visual Studio
2 18 (5.13%) SQL Server Management Studio (SSMS)
3 15 (4.27%) Team Foundation Server
4 12 (3.42%) Eclipse
5 10 (2.85%) Subversion
6 9 (2.56%) Selenium
7 8 (2.28%) ERwin
7 8 (2.28%) JIRA
8 7 (1.99%) Cucumber
8 7 (1.99%) TeamCity
8 7 (1.99%) JUnit
8 7 (1.99%) Maven
9 4 (1.14%) Hudson
9 4 (1.14%) Jenkins
10 3 (0.85%) Rational Application Developer
10 3 (0.85%) Git (software)
10 3 (0.85%) Talend Open Studio
11 2 (0.57%) Rational Functional Tester
11 2 (0.57%) SilkTest
11 2 (0.57%) QuickTest Pro
General
1 81 (23.08%) Finance
2 33 (9.40%) Banking
3 19 (5.41%) Marketing
4 18 (5.13%) Telecoms
5 15 (4.27%) Investment Banking
5 15 (4.27%) Retail
6 7 (1.99%) Billing
6 7 (1.99%) Front Office
7 5 (1.42%) Publishing
8 4 (1.14%) Back Office
9 2 (0.57%) Financial Institution
9 2 (0.57%) Legal
9 2 (0.57%) Advertising
9 2 (0.57%) Games
9 2 (0.57%) French Language
9 2 (0.57%) International Banking
10 1 (0.28%) General Ledger
10 1 (0.28%) Law
Job Titles
1 129 (36.75%) Developer
2 57 (16.24%) Architect
3 53 (15.10%) Analyst
4 34 (9.69%) SQL Developer
5 26 (7.41%) Data Analyst
6 23 (6.55%) DBA
7 22 (6.27%) Business Intelligence Developer
8 19 (5.41%) Designer
8 19 (5.41%) SQL DBA
9 18 (5.13%) Business Analyst
9 18 (5.13%) Consultant
10 16 (4.56%) Data Architect
11 15 (4.27%) Senior Developer
11 15 (4.27%) .NET Developer
11 15 (4.27%) Business Intelligence Architect
12 14 (3.99%) Solutions Designer
12 14 (3.99%) Software Engineer
13 13 (3.70%) Solutions Architect
14 12 (3.42%) Senior Software Engineer
14 12 (3.42%) Technical Manager
Libraries, Frameworks & Software Standards
1 58 (16.52%) XML
2 41 (11.68%) Web Services
3 37 (10.54%) .NET
4 24 (6.84%) XSLT
4 24 (6.84%) REST
5 22 (6.27%) SOAP
5 22 (6.27%) JMS
6 19 (5.41%) JSON
7 18 (5.13%) Middleware
7 18 (5.13%) XSD
8 17 (4.84%) ASP.NET
8 17 (4.84%) ADO.NET Entity Framework
9 11 (3.13%) Java EE
10 9 (2.56%) Apache CXF
10 9 (2.56%) Apache Camel
11 8 (2.28%) HTML
12 7 (1.99%) CSS
12 7 (1.99%) XSL
12 7 (1.99%) ActiveMQ
12 7 (1.99%) Java EE 5
Miscellaneous
1 43 (12.25%) Analytical Skills
2 29 (8.26%) Data Integration
3 23 (6.55%) Mathematics
4 20 (5.70%) Enterprise Software
5 17 (4.84%) Algorithms
6 15 (4.27%) Computer Science
6 15 (4.27%) Mainframe
6 15 (4.27%) Replication
7 14 (3.99%) Clustering
8 13 (3.70%) Derivative
9 11 (3.13%) Hedge funds
10 10 (2.85%) Management Information System
11 8 (2.28%) Fixed Income
11 8 (2.28%) Equities
11 8 (2.28%) Data Structures
12 6 (1.71%) User Experience
12 6 (1.71%) Visualisation
13 5 (1.42%) Credit Risk
13 5 (1.42%) Physics
14 4 (1.14%) Market Risk
Operating Systems
1 49 (13.96%) Windows
2 34 (9.69%) UNIX
3 22 (6.27%) Linux
4 14 (3.99%) AIX
5 7 (1.99%) Windows Server 2008
6 2 (0.57%) Apple iOS
6 2 (0.57%) Windows 8
6 2 (0.57%) Android
6 2 (0.57%) Solaris
7 1 (0.28%) Windows 2000
Processes & Methodologies
1 122 (34.76%) Business Intelligence
2 111 (31.62%) ETL
3 81 (23.08%) Data Modelling
4 79 (22.51%) Performance Tuning
5 75 (21.37%) Agile Software Development
6 64 (18.23%) Migration
7 48 (13.68%) Data Management
8 47 (13.39%) SOA
9 41 (11.68%) Data Analysis
10 40 (11.40%) Analytics
11 39 (11.11%) Business Analysis
12 33 (9.40%) Project Management
13 31 (8.83%) Data Migration
14 30 (8.55%) Data Mapping
15 27 (7.69%) Data Cleansing
16 26 (7.41%) Data Architecture
17 24 (6.84%) B2B
18 23 (6.55%) CRM
18 23 (6.55%) MapReduce
19 22 (6.27%) Scrum
Programming Languages
1 218 (62.11%) SQL
2 96 (27.35%) T-SQL
3 64 (18.23%) Java
4 40 (11.40%) C#
5 17 (4.84%) XPath
6 16 (4.56%) JavaScript
7 14 (3.99%) Perl
7 14 (3.99%) PHP
8 12 (3.42%) VB.NET
9 11 (3.13%) PL/SQL
10 10 (2.85%) Scala
11 8 (2.28%) VBA
12 7 (1.99%) Groovy
13 6 (1.71%) Python
13 6 (1.71%) C++
13 6 (1.71%) VBScript
14 5 (1.42%) Haskell
15 4 (1.14%) R
15 4 (1.14%) PowerShell
16 2 (0.57%) Bash Shell
Qualifications
1 49 (13.96%) Degree
2 9 (2.56%) Microsoft Certification
2 9 (2.56%) MCTS
2 9 (2.56%) MCITP
3 6 (1.71%) Security Cleared
4 3 (0.85%) ISEB
4 3 (0.85%) PRINCE2 Practitioner
5 2 (0.57%) ISTQB
6 1 (0.28%) MBA
6 1 (0.28%) DV Cleared
Quality Assurance & Compliance
1 34 (9.69%) Data Quality
2 20 (5.70%) QA
3 15 (4.27%) SLA
4 5 (1.42%) COBIT
System Software
1 3 (0.85%) Apache ZooKeeper
2 2 (0.57%) Active Directory
Systems Management
1 2 (0.57%) WMI
1 2 (0.57%) SCCM
1 2 (0.57%) HP Quality Center
Vendors
1 81 (23.08%) Microsoft
2 75 (21.37%) Oracle
3 38 (10.83%) Informatica
4 26 (7.41%) Teradata
5 19 (5.41%) Siebel
6 16 (4.56%) webMethods
7 15 (4.27%) HP
7 15 (4.27%) Cognizant
8 14 (3.99%) Software AG
9 9 (2.56%) Trillium
10 8 (2.28%) Business Objects
11 7 (1.99%) Cognos
12 6 (1.71%) SAP
12 6 (1.71%) Hyperion
13 5 (1.42%) Salesforce.com
13 5 (1.42%) Cloudera
14 4 (1.14%) Mantas
14 4 (1.14%) Actimize
14 4 (1.14%) Cerillion
14 4 (1.14%) Nokia Solutions and Networks
Manchester, Lancashire
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: 4 hours ago
Reading, Berkshire
Tiro Partners
Salary: From £35,000 to £45,000 per annum Bonus
Posted: 5 hours ago
Reading
Hudson - London
Salary: £35000 - £45000 per annum + benefits package
Posted: 5 hours ago
London
KDR Recruitment
Salary: £40000 - £65000 per annum + benefits
Posted: 3 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £35000 - £50000 per annum + Benefits
Posted: 3 days ago
London
Eutopia Solutions Ltd
Salary: £50000.00 - £60000.00 per annum + corporate benefits
Posted: 3 days ago
Manchester, Lancashire
Netsource
Posted: 3 days ago
London
EY
Salary: Competitive
Posted: 4 days ago
London
EY
Salary: Competitive
Posted: 4 days ago
City, London
LEXSTRA
Salary: £85000 - £90000 per annum + FS Benefits
Posted: 5 days ago
London
Annapurna
Salary: £80000 - £100000 per annum
Posted: 5 days ago
London
Capco
Posted: 5 days ago
Surrey
DP Connect
Posted: 5 days ago
Oxford, Oxfordshire
Networking People
Posted: 6 days ago
Manchester, Lancashire
Stafford-Sharp Associates
Salary: From £32,000 to £40,000 per annum + Superb Bens
Posted: 6 days ago
Hertfordshire
Interquest - IQ ESM
Salary: £35000 - £60000 per annum + Project Related Bonus
Posted: 6 days ago
Kidlington, Oxfordshire
Evolution Recruitment Solutions
Salary: 60,000 to 70,000
Posted: 6 days ago
North West London
Evolution Recruitment Solutions
Salary: 60,000 to 70,000
Posted: 6 days ago
Buckinghamshire
Real Staffing
Salary: £40000 - £55000 per annum + extensive benefits package
Posted: 18 days ago
Cambridge, Cambridgeshire
Cambridge University Press
Posted: 25 days ago