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

Location
3 months to
17 Sep 2014
Same period 2013 Same period 2012
Data Transformation
Rank 714 642 718
Rank change year-on-year
-72 +76
Permanent jobs citing Data Transformation 166 205 169
As % of all permanent IT jobs located in England 0.16% 0.21% 0.15%
As % of the Processes & Methodologies category 0.19% 0.25% 0.19%
Number of salaries quoted 138 180 144
Average salary £42,786 £45,000 £45,000
Average salary % change year-on-year
-4.92% -
90% offered a salary of more than £33,500 £32,500 £33,750
10% offered a salary of more than £67,500 £65,000 £75,000
UK excluding London average salary £40,000 £45,000 £40,000
% change year-on-year
-11.11% +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
86384 81135 87792
As % of all permanent IT jobs located in England 82.07% 81.24% 79.22%
Number of salaries quoted 69594 67256 74952
Average salary £48,500 £47,500 £46,500
Average salary % change year-on-year
+2.10% +2.15%
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 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 17 September 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 17 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
London +22 74 £50,000 +6.38% 6
North West -7 32 £42,500 -5.55% 6
South East -9 20 £45,000 +5.88%
Yorkshire -42 14 £40,000 +12.16%
South West -45 13 £33,500 -25.55% 1
West Midlands -17 6 £40,000 -3.61%
East of England -36 6 £42,500 -5.55% 2
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 17 September 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.

1 214 (58.47%) SQL
2 160 (43.72%) SQL Server
3 137 (37.43%) Business Intelligence
4 126 (34.43%) SQL Server Integration Services
5 111 (30.33%) ETL
6 110 (30.05%) SQL Server Reporting Services
7 105 (28.69%) Data Warehouse
8 100 (27.32%) T-SQL
9 92 (25.14%) Data Modelling
10 87 (23.77%) Oracle
11 82 (22.40%) Agile Software Development
12 78 (21.31%) Finance
13 73 (19.95%) Microsoft
14 68 (18.58%) SQL Server Analysis Services
15 63 (17.21%) Performance Tuning
16 62 (16.94%) Migration
17 61 (16.67%) MS Excel
18 56 (15.30%) Data Management
19 55 (15.03%) C#
20 54 (14.75%) Windows
21 53 (14.48%) Relational Database
22 52 (14.21%) Java
22 52 (14.21%) SQL Server 2008
23 51 (13.93%) Data Quality
24 49 (13.39%) Data Analysis
25 47 (12.84%) XML
25 47 (12.84%) Analytical Skills
26 46 (12.57%) Web Services
27 44 (12.02%) .NET
27 44 (12.02%) Degree

Data Transformation
Top Related IT Skills in England by Category

For the 6 months to 17 September 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 18 (4.92%) Apache
2 14 (3.83%) SAS
3 12 (3.28%) SharePoint
4 6 (1.64%) Apache Pig
5 5 (1.37%) IIS
5 5 (1.37%) Oracle Service Bus
6 2 (0.55%) WebSphere Portal
6 2 (0.55%) Apache Solr
6 2 (0.55%) WebSphere Process Server
6 2 (0.55%) WebSphere
6 2 (0.55%) WebSphere Application Server
6 2 (0.55%) FileNet
7 1 (0.27%) CMS
7 1 (0.27%) NetWeaver
7 1 (0.27%) BizTalk Server
7 1 (0.27%) Drupal
7 1 (0.27%) Umbraco
7 1 (0.27%) SharePoint 2010
7 1 (0.27%) SharePoint 2013
7 1 (0.27%) Elasticsearch
Applications
1 61 (16.67%) MS Excel
2 8 (2.19%) MS Visio
2 8 (2.19%) MS Office
3 3 (0.82%) PowerPivot
4 1 (0.27%) MS Project
Business Applications
1 7 (1.91%) Dynamics NAV
2 4 (1.09%) Oracle EBS
2 4 (1.09%) Oracle Applications
2 4 (1.09%) RMDS
2 4 (1.09%) Eikon
3 3 (0.82%) Dynamics AX
3 3 (0.82%) Markit EDM
4 1 (0.27%) Oracle General Ledger
4 1 (0.27%) Oracle Payables
4 1 (0.27%) Oracle Receivables
4 1 (0.27%) Oracle Assets
Cloud Services
1 7 (1.91%) IaaS
2 2 (0.55%) Office 365
Communications & Networking
1 16 (4.37%) Internet
2 9 (2.46%) SAN
3 7 (1.91%) FTP
4 5 (1.37%) Intranet
5 3 (0.82%) Firewall
6 1 (0.27%) Wireless
6 1 (0.27%) Radio Access Network
6 1 (0.27%) DNS
6 1 (0.27%) LAN
6 1 (0.27%) WAN
Database & Business Intelligence
1 160 (43.72%) SQL Server
2 126 (34.43%) SQL Server Integration Services
3 110 (30.05%) SQL Server Reporting Services
4 105 (28.69%) Data Warehouse
5 68 (18.58%) SQL Server Analysis Services
6 53 (14.48%) Relational Database
7 52 (14.21%) SQL Server 2008
8 38 (10.38%) Hadoop
9 28 (7.65%) SQL Server 2005
10 26 (7.10%) QlikView
11 25 (6.83%) MySQL
12 24 (6.56%) Apache Hive
13 22 (6.01%) Microsoft Analysis Services
14 20 (5.46%) DTS
15 19 (5.19%) RDBMS
15 19 (5.19%) Big Data
16 17 (4.64%) Oracle Database
17 16 (4.37%) SQL Server 2000
18 14 (3.83%) PowerCenter
19 13 (3.55%) SQL Server 2012
Development Applications
1 29 (7.92%) Visual Studio
2 19 (5.19%) ERwin
3 18 (4.92%) Team Foundation Server
4 15 (4.10%) SQL Server Management Studio (SSMS)
5 8 (2.19%) Eclipse
6 6 (1.64%) Subversion
7 4 (1.09%) Maven
7 4 (1.09%) Selenium
7 4 (1.09%) JUnit
7 4 (1.09%) Talend Open Studio
7 4 (1.09%) TeamCity
7 4 (1.09%) Cucumber
8 3 (0.82%) JIRA
9 2 (0.55%) FitNesse
9 2 (0.55%) NUnit
9 2 (0.55%) CruiseControl
9 2 (0.55%) Hudson
9 2 (0.55%) Rational Application Developer
9 2 (0.55%) Jenkins
10 1 (0.27%) Git (software)
General
1 78 (21.31%) Finance
2 34 (9.29%) Banking
3 18 (4.92%) Retail
3 18 (4.92%) Telecoms
4 15 (4.10%) Marketing
5 14 (3.83%) Investment Banking
6 8 (2.19%) Billing
7 6 (1.64%) Back Office
8 4 (1.09%) Games
8 4 (1.09%) French Language
9 3 (0.82%) Financial Institution
10 2 (0.55%) Front Office
10 2 (0.55%) Advertising
10 2 (0.55%) General Ledger
11 1 (0.27%) International Banking
11 1 (0.27%) Law
11 1 (0.27%) Legal
Job Titles
1 126 (34.43%) Developer
2 66 (18.03%) Architect
3 65 (17.76%) Analyst
4 39 (10.66%) Data Analyst
5 31 (8.47%) Business Analyst
6 29 (7.92%) SQL Developer
7 22 (6.01%) Data Architect
7 22 (6.01%) Business Intelligence Developer
8 21 (5.74%) Designer
8 21 (5.74%) Software Engineer
9 19 (5.19%) .NET Developer
9 19 (5.19%) Business Intelligence Architect
10 18 (4.92%) Consultant
11 17 (4.64%) Senior Software Engineer
12 16 (4.37%) Senior Developer
13 15 (4.10%) Business Data Analyst
14 14 (3.83%) DBA
14 14 (3.83%) Solutions Designer
15 13 (3.55%) Informatica Developer
16 12 (3.28%) Technical Manager
Libraries, Frameworks & Software Standards
1 47 (12.84%) XML
2 46 (12.57%) Web Services
3 44 (12.02%) .NET
4 26 (7.10%) ADO.NET Entity Framework
5 21 (5.74%) ASP.NET
6 19 (5.19%) JMS
7 16 (4.37%) XSD
7 16 (4.37%) XSLT
8 15 (4.10%) SOAP
8 15 (4.10%) Middleware
8 15 (4.10%) REST
9 12 (3.28%) JSON
10 10 (2.73%) ASP.NET Web Forms
11 8 (2.19%) WCF
11 8 (2.19%) .NET Framework
12 7 (1.91%) HTML
12 7 (1.91%) MDX
13 6 (1.64%) Java EE
13 6 (1.64%) Silverlight
14 5 (1.37%) ASP.NET 2.0
Miscellaneous
1 47 (12.84%) Analytical Skills
2 26 (7.10%) Mainframe
3 25 (6.83%) Data Integration
4 22 (6.01%) Mathematics
5 19 (5.19%) Enterprise Software
6 15 (4.10%) Computer Science
7 11 (3.01%) Management Information System
8 10 (2.73%) Hedge funds
9 8 (2.19%) Replication
10 7 (1.91%) Fixed Income
10 7 (1.91%) Clustering
10 7 (1.91%) Equities
10 7 (1.91%) Derivative
11 6 (1.64%) BBC
11 6 (1.64%) Visualisation
12 5 (1.37%) Physics
12 5 (1.37%) User Experience
13 4 (1.09%) Credit Risk
13 4 (1.09%) Market Risk
14 2 (0.55%) DataPower
Operating Systems
1 54 (14.75%) Windows
2 39 (10.66%) UNIX
3 24 (6.56%) Linux
4 14 (3.83%) AIX
5 7 (1.91%) Windows Server 2008
6 2 (0.55%) Windows 8
6 2 (0.55%) Solaris
6 2 (0.55%) Windows 2000
7 1 (0.27%) Android
7 1 (0.27%) Apple iOS
Processes & Methodologies
1 137 (37.43%) Business Intelligence
2 111 (30.33%) ETL
3 92 (25.14%) Data Modelling
4 82 (22.40%) Agile Software Development
5 63 (17.21%) Performance Tuning
6 62 (16.94%) Migration
7 56 (15.30%) Data Management
8 49 (13.39%) Data Analysis
9 44 (12.02%) Data Migration
10 40 (10.93%) SOA
11 39 (10.66%) Project Management
12 37 (10.11%) CRM
12 37 (10.11%) Data Cleansing
13 36 (9.84%) Data Architecture
14 35 (9.56%) Analytics
15 32 (8.74%) Business Analysis
16 29 (7.92%) Software Engineering
17 28 (7.65%) B2B
17 28 (7.65%) MapReduce
17 28 (7.65%) Data Mapping
Programming Languages
1 214 (58.47%) SQL
2 100 (27.32%) T-SQL
3 55 (15.03%) C#
4 52 (14.21%) Java
5 17 (4.64%) JavaScript
6 16 (4.37%) XPath
7 15 (4.10%) VB.NET
8 12 (3.28%) PHP
8 12 (3.28%) PL/SQL
9 10 (2.73%) Groovy
9 10 (2.73%) Scala
10 9 (2.46%) VBA
10 9 (2.46%) Perl
11 6 (1.64%) VBScript
12 5 (1.37%) C++
12 5 (1.37%) Haskell
13 4 (1.09%) R
13 4 (1.09%) PowerShell
14 3 (0.82%) VB
15 2 (0.55%) Python
Qualifications
1 44 (12.02%) Degree
2 12 (3.28%) Microsoft Certification
3 11 (3.01%) MCTS
3 11 (3.01%) MCITP
4 4 (1.09%) Security Cleared
5 3 (0.82%) PRINCE2 Practitioner
6 2 (0.55%) MBA
7 1 (0.27%) ISEB
Quality Assurance & Compliance
1 51 (13.93%) Data Quality
2 13 (3.55%) QA
3 9 (2.46%) SLA
4 5 (1.37%) COBIT
System Software
1 4 (1.09%) Active Directory
2 3 (0.82%) Apache ZooKeeper
Systems Management
1 4 (1.09%) WMI
1 4 (1.09%) SCCM
2 2 (0.55%) HP Quality Center
Vendors
1 87 (23.77%) Oracle
2 73 (19.95%) Microsoft
3 37 (10.11%) Informatica
4 33 (9.02%) Siebel
5 20 (5.46%) Trillium
6 17 (4.64%) Teradata
7 16 (4.37%) webMethods
8 15 (4.10%) HP
8 15 (4.10%) Cognizant
9 14 (3.83%) Software AG
10 8 (2.19%) SAP
11 7 (1.91%) IBM
11 7 (1.91%) Business Objects
12 6 (1.64%) JBoss
12 6 (1.64%) Cognos
12 6 (1.64%) Hyperion
13 5 (1.37%) Cloudera
14 4 (1.09%) Talend
14 4 (1.09%) Salesforce.com
14 4 (1.09%) Reuters
London
Verticality Ltd
Salary: £50000 to £55000 per annum - Benefits Package
Posted: 21 hours ago
London
Cititec
Salary: SIXTY THOUSAND
Posted: 22 hours ago
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
Manchester, Lancashire
LA International
Salary: £27000 - £35000 per annum + 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
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