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 27 February 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Feb 2015
Same period 2014 Same period 2013
Data Transformation
Rank 704 725 690
Rank change year-on-year
+21 -35
Permanent jobs citing Data Transformation 179 167 183
As % of all permanent IT jobs located in the UK 0.17% 0.16% 0.17%
As % of the Processes & Methodologies category 0.20% 0.19% 0.21%
Number of salaries quoted 163 140 138
Average salary £50,000 £50,000 £40,000
Average salary % change year-on-year
- +25.00%
90% offered a salary of more than £32,500 £30,000 £25,700
10% offered a salary of more than £65,000 £62,641 £75,000
UK excluding London average salary £44,500 £45,000 £35,000
% change year-on-year
-1.11% +28.57%

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
88688 86784 85798
As % of all permanent IT jobs located in the UK 82.86% 82.37% 80.06%
Number of salaries quoted 72364 68812 71587
Average salary £47,500 £47,500 £45,000
Average salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £30,500 £30,000
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 27 February 2015 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 27 February 2015. 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 -6 159 £50,250 +4.68% 27
London +35 70 £62,500 +19.04% 13
South East +20 43 £55,000 +4.76% 4
North West -2 26 £44,500 -19.09% 4
Berkshire +19 21 £62,500 +19.04% 1
City of London +12 18 £55,000 -12.00% 5
Manchester -4 13 £42,500 -22.72% 3
East Sussex -5 13 £40,000 -11.11% 1
Brighton -7 13 £40,000 -11.11% 1
Cheshire - 13 £47,000 - 1
South Wales -14 9 £37,250 - 1
Wales -16 9 £37,250 - 1
South West -42 8 £50,000 +25.00% 1
Wiltshire -6 7 £50,000 -
Swindon - 7 £50,000 -
Knutsford - 7 £48,500 -
Cardiff -20 5 £36,000 -
East Midlands +28 4 £43,250 +23.57% 1
Glasgow +16 4 £35,000 -
Scotland +9 4 £35,000 -33.33%
Yorkshire -16 4 £30,000 -33.33% 1
West Midlands -22 4 £25,000 -23.07%
Nottinghamshire - 4 £43,250 - 1
Crewe - 4 £45,000 -
Newport - 4 £40,500 -
Nottingham - 4 £43,250 - 1
Slough - 4 £62,500 -
Oxfordshire +2 3 £70,000 +5.66%
Hampshire -9 3 £32,500 -50.94% 2
West Yorkshire -13 3 £30,000 -40.00%

Data Transformation
Top 30 Related IT Skills

For the 6 months to 27 February 2015, 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.

1 211 (60.63%) SQL
2 165 (47.41%) SQL Server
3 130 (37.36%) ETL
4 119 (34.20%) Business Intelligence
4 119 (34.20%) Data Warehouse
5 113 (32.47%) SQL Server Integration Services
6 92 (26.44%) Finance
7 91 (26.15%) T-SQL
8 87 (25.00%) Performance Tuning
9 86 (24.71%) SQL Server Reporting Services
10 76 (21.84%) SQL Server Analysis Services
11 72 (20.69%) XML
12 70 (20.11%) Migration
13 65 (18.68%) Java
14 64 (18.39%) Web Services
15 63 (18.10%) Microsoft
16 61 (17.53%) Analytics
17 59 (16.95%) Agile Software Development
18 58 (16.67%) SQL Server 2008
19 57 (16.38%) Relational Database
20 55 (15.80%) MS Excel
20 55 (15.80%) Degree
21 54 (15.52%) Oracle
22 53 (15.23%) SOAP
23 44 (12.64%) Data Integration
24 43 (12.36%) Big Data
24 43 (12.36%) Analytical Skills
25 42 (12.07%) .NET
26 41 (11.78%) Windows
27 40 (11.49%) C#

Data Transformation
Top Related IT Skills by Category

For the 6 months to 27 February 2015, 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 13 (3.74%) SAS
2 12 (3.45%) CMS
3 11 (3.16%) JBoss
4 9 (2.59%) Apache
5 8 (2.30%) Apache Pig
6 7 (2.01%) Drupal
6 7 (2.01%) Apache Solr
7 6 (1.72%) Oracle Service Bus
7 6 (1.72%) Apache Spark
8 5 (1.44%) SharePoint
9 4 (1.15%) Sonic ESB
10 2 (0.57%) SharePoint 2010
10 2 (0.57%) FormScape
10 2 (0.57%) SharePoint 2013
11 1 (0.29%) WebSphere
11 1 (0.29%) Mule
11 1 (0.29%) WebSphere Portal
11 1 (0.29%) WebSphere Application Server
11 1 (0.29%) IIS
11 1 (0.29%) WebSphere Process Server
Applications
1 55 (15.80%) MS Excel
2 16 (4.60%) MS Visio
3 9 (2.59%) SPSS
4 8 (2.30%) MS Office
5 6 (1.72%) PowerPivot
6 4 (1.15%) MS Project
7 3 (0.86%) MS PowerPoint
Business Applications
1 5 (1.44%) Google Analytics
1 5 (1.44%) Towers Watson Igloo
2 4 (1.15%) Oracle EBS
2 4 (1.15%) Dynamics AX
3 3 (0.86%) Dynamics GP
3 3 (0.86%) Dynamics NAV
4 2 (0.57%) Cognos Business Intelligence
5 1 (0.29%) Dynamics CRM
5 1 (0.29%) Markit EDM
5 1 (0.29%) Oracle Retail
5 1 (0.29%) Agresso
Cloud Services
1 24 (6.90%) Amazon AWS
2 20 (5.75%) Amazon EMR
3 16 (4.60%) SaaS
4 12 (3.45%) Amazon EC2
4 12 (3.45%) Amazon S3
5 11 (3.16%) IaaS
6 9 (2.59%) GitHub
7 1 (0.29%) Microsoft Azure
Communications & Networking
1 12 (3.45%) SSH
2 10 (2.87%) DNS
3 8 (2.30%) Internet
4 5 (1.44%) LAN
4 5 (1.44%) WAN
5 4 (1.15%) Firewall
6 3 (0.86%) SAN
6 3 (0.86%) DHCP
7 2 (0.57%) TCP/IP
8 1 (0.29%) FTP
Database & Business Intelligence
1 165 (47.41%) SQL Server
2 119 (34.20%) Data Warehouse
3 113 (32.47%) SQL Server Integration Services
4 86 (24.71%) SQL Server Reporting Services
5 76 (21.84%) SQL Server Analysis Services
6 58 (16.67%) SQL Server 2008
7 57 (16.38%) Relational Database
8 43 (12.36%) Big Data
9 34 (9.77%) MySQL
10 31 (8.91%) DTS
10 31 (8.91%) SQL Server 2005
11 27 (7.76%) OLAP
12 19 (5.46%) RDBMS
13 18 (5.17%) Amazon Redshift
14 17 (4.89%) PowerCenter
15 15 (4.31%) Oracle OLAP
15 15 (4.31%) MongoDB
15 15 (4.31%) Oracle Database
15 15 (4.31%) SQL Server 2012
16 13 (3.74%) SQL CLR
Development Applications
1 14 (4.02%) Subversion
2 13 (3.74%) TeamCity
3 12 (3.45%) Git (software)
3 12 (3.45%) Selenium
3 12 (3.45%) Eclipse
4 11 (3.16%) JIRA
5 10 (2.87%) JUnit
5 10 (2.87%) Maven
5 10 (2.87%) Cucumber
6 7 (2.01%) Talend Open Studio
7 6 (1.72%) SQL Server Management Studio (SSMS)
8 5 (1.44%) Visual Studio
9 3 (0.86%) ERwin
9 3 (0.86%) Hudson
9 3 (0.86%) MSBuild
9 3 (0.86%) Jenkins
10 2 (0.57%) Rational Application Developer
10 2 (0.57%) Rational Functional Tester
10 2 (0.57%) Team Foundation Server
10 2 (0.57%) WebDriver
General
1 92 (26.44%) Finance
2 31 (8.91%) Banking
3 24 (6.90%) Marketing
4 23 (6.61%) Games
5 20 (5.75%) Front Office
6 13 (3.74%) Retail
7 11 (3.16%) Investment Banking
8 9 (2.59%) Telecoms
9 7 (2.01%) Back Office
9 7 (2.01%) Law
10 6 (1.72%) Advertising
11 5 (1.44%) Publishing
11 5 (1.44%) Legal
12 2 (0.57%) Financial Institution
12 2 (0.57%) International Banking
13 1 (0.29%) Local Government
Job Titles
1 128 (36.78%) Developer
2 57 (16.38%) Analyst
3 41 (11.78%) DBA
4 37 (10.63%) Architect
5 32 (9.20%) SQL DBA
6 30 (8.62%) Data Analyst
7 26 (7.47%) Administrator
7 26 (7.47%) SQL Developer
8 25 (7.18%) Business Intelligence Developer
9 24 (6.90%) Senior Developer
10 21 (6.03%) Java Developer
11 18 (5.17%) Solutions Architect
11 18 (5.17%) Business Analyst
12 17 (4.89%) SQL Server DBA
13 13 (3.74%) SQL Server Developer
13 13 (3.74%) Consultant
14 12 (3.45%) Oracle Developer
14 12 (3.45%) PHP Developer
14 12 (3.45%) DevOps Engineer
15 11 (3.16%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 72 (20.69%) XML
2 64 (18.39%) Web Services
3 53 (15.23%) SOAP
4 42 (12.07%) .NET
5 40 (11.49%) REST
6 33 (9.48%) JSON
7 28 (8.05%) RESTful
8 23 (6.61%) HTML
9 20 (5.75%) XSLT
10 17 (4.89%) jQuery
10 17 (4.89%) HTML5
10 17 (4.89%) Apache CXF
10 17 (4.89%) Apache Camel
11 14 (4.02%) AngularJS
11 14 (4.02%) JMS
11 14 (4.02%) Middleware
11 14 (4.02%) XSD
11 14 (4.02%) ASP.NET
12 12 (3.45%) CSS
12 12 (3.45%) Java EE
Miscellaneous
1 44 (12.64%) Data Integration
2 43 (12.36%) Analytical Skills
3 31 (8.91%) Replication
4 24 (6.90%) Clustering
5 20 (5.75%) User Experience
6 14 (4.02%) Enterprise Software
7 13 (3.74%) Data Structures
7 13 (3.74%) Computer Science
8 11 (3.16%) Derivative
9 8 (2.30%) Hedge funds
9 8 (2.30%) Open Source
10 7 (2.01%) Mathematics
11 6 (1.72%) Management Information System
11 6 (1.72%) Visualisation
12 5 (1.44%) Market Risk
13 4 (1.15%) Credit Risk
14 3 (0.86%) Reference Data
14 3 (0.86%) Fixed Income
14 3 (0.86%) NHS
14 3 (0.86%) Social Media
Operating Systems
1 41 (11.78%) Windows
2 39 (11.21%) Linux
2 39 (11.21%) UNIX
3 7 (2.01%) Apple iOS
3 7 (2.01%) AIX
3 7 (2.01%) Android
4 6 (1.72%) CentOS
4 6 (1.72%) Debian
5 2 (0.57%) Red Hat Enterprise Linux
6 1 (0.29%) Windows Server 2008
Processes & Methodologies
1 130 (37.36%) ETL
2 119 (34.20%) Business Intelligence
3 87 (25.00%) Performance Tuning
4 70 (20.11%) Migration
5 61 (17.53%) Analytics
6 59 (16.95%) Agile Software Development
7 40 (11.49%) SOA
8 39 (11.21%) Data Modelling
9 33 (9.48%) Project Management
10 30 (8.62%) Disaster Recovery
11 28 (8.05%) Data Management
12 27 (7.76%) Scrum
12 27 (7.76%) Data Mapping
13 26 (7.47%) Business Analysis
13 26 (7.47%) Unit Testing
14 25 (7.18%) Data Analysis
15 24 (6.90%) Change Management
16 23 (6.61%) Performance Management
17 21 (6.03%) CRM
18 20 (5.75%) B2B
Programming Languages
1 211 (60.63%) SQL
2 91 (26.15%) T-SQL
3 65 (18.68%) Java
4 40 (11.49%) C#
5 30 (8.62%) JavaScript
6 26 (7.47%) Python
7 21 (6.03%) PHP
8 16 (4.60%) C
8 16 (4.60%) Bash Shell
9 14 (4.02%) PL/SQL
10 12 (3.45%) XPath
11 11 (3.16%) VBA
12 9 (2.59%) Perl
13 8 (2.30%) PHP5
13 8 (2.30%) HiveQL
14 7 (2.01%) C++
14 7 (2.01%) VBScript
15 6 (1.72%) PowerShell
16 4 (1.15%) VB
17 1 (0.29%) VB.NET
Qualifications
1 55 (15.80%) Degree
2 5 (1.44%) Security Cleared
2 5 (1.44%) VCP4
3 4 (1.15%) PRINCE2 Practitioner
3 4 (1.15%) PhD
3 4 (1.15%) CCIE
3 4 (1.15%) Cisco Certification
4 3 (0.86%) Microsoft Certification
4 3 (0.86%) ISEB
4 3 (0.86%) DV Cleared
4 3 (0.86%) MCTS
4 3 (0.86%) ISTQB
5 2 (0.57%) MCP
5 2 (0.57%) MCSA
5 2 (0.57%) ITIL Certification
5 2 (0.57%) ACCA
6 1 (0.29%) Oracle Certification
6 1 (0.29%) MCITP
Quality Assurance & Compliance
1 31 (8.91%) QA
2 16 (4.60%) SLA
3 13 (3.74%) Data Quality
4 1 (0.29%) COBIT
System Software
1 12 (3.45%) VMware Infrastructure
2 8 (2.30%) Apache Flume
3 3 (0.86%) Apache ZooKeeper
4 2 (0.57%) Active Directory
Systems Management
1 12 (3.45%) Puppet
1 12 (3.45%) Opscode Chef
2 2 (0.57%) WSUS
3 1 (0.29%) HP Quality Center
Vendors
1 63 (18.10%) Microsoft
2 54 (15.52%) Oracle
3 39 (11.21%) Informatica
4 29 (8.33%) Teradata
5 26 (7.47%) SAP
6 17 (4.89%) Business Objects
7 16 (4.60%) Cognos
8 14 (4.02%) Siebel
8 14 (4.02%) VMware
9 12 (3.45%) Google
10 9 (2.59%) Salesforce.com
10 9 (2.59%) HP
11 8 (2.30%) MicroStrategy
11 8 (2.30%) IBM
11 8 (2.30%) Red Hat
11 8 (2.30%) ServiceNow
12 7 (2.01%) Talend
12 7 (2.01%) Omniture
12 7 (2.01%) Eloqua
12 7 (2.01%) Cognizant
Yorkshire
Inter-vention UK Ltd
Salary: Market Rates + Benefits
Posted: Yesterday
Greater Manchester
Comtecs
Salary: £33000 - £34000 Per Annum +Bonus +Benefits
Posted: Yesterday
London
Comtecs
Salary: £33000 - £34000 Per Annum +Bonus +Benefits
Posted: Yesterday
Gloucestershire
People Source
Salary: £60000 - £75000 per annum + Share options
Posted: 2 days ago
Southampton
Spectrum IT
Salary: £25000 - £40000 per annum
Posted: 2 days ago
Cheshire
OCC Computer personnel
Salary: Market related
Posted: 3 days ago
London
Computer Futures
Salary: competitive
Posted: 4 days ago
London
McGregor Boyall
Salary: £60 - £80 per annum + benefits, bonus
Posted: 5 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £45,000 to £60,000 per annum + an EXCELLENT package
Posted: 5 days ago
Southampton
Spectrum IT
Salary: £42000 - £47000 per annum
Posted: 6 days ago
Nottingham
I4 Recruitment
Salary: £20k - 28k per year
Posted: 6 days ago
City of London
Hays IT - Uk Posting account
Salary: £300.00 - £450.00 per annum
Posted: 10 days ago
Reading
Blue Town Online
Salary: £50k per year
Posted: 15 days ago
South West London
Energize Recruitment Solutions Ltd
Salary: £35000 - £45000 per annum
Posted: 15 days ago
Brighton
Recruitment Revolution Limited
Salary: Up to £25,000 + 10% Discretionary Bonus and Pension
Posted: 17 days ago
London
EY
Salary: Competitive
Posted: 23 days ago
London
EY
Salary: Competitive
Posted: 23 days ago
Manchester
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: 25 days ago
Hertfordshire
Interquest - IQ ESM
Salary: £35000 - £60000 per annum + Project Related Bonus
Posted: 25 days ago