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

Location
3 months to
27 Apr 2015
Same period 2014 Same period 2013
Data Transformation
Rank 665 744 726
Rank change year-on-year
+79 -18
Permanent jobs citing Data Transformation 206 157 141
As % of all permanent IT jobs located in England 0.20% 0.14% 0.14%
As % of the Processes & Methodologies category 0.24% 0.17% 0.17%
Number of salaries quoted 180 141 101
Average salary £51,500 £52,500 £36,000
Average salary % change year-on-year
-1.90% +45.83%
90% offered a salary of more than £30,000 £32,500 £25,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London average salary £40,000 £48,000 £34,500
% change year-on-year
-16.66% +39.13%
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
86077 90866 83159
As % of all permanent IT jobs located in England 83.18% 82.10% 80.31%
Number of salaries quoted 70343 73703 69036
Average salary £50,000 £47,500 £46,500
Average salary % change year-on-year
+5.26% +2.15%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

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 27 April 2015.

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 27 April 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
London +42 88 £62,500 +19.04% 12
South East +72 70 £49,000 +5.94% 2
North West -2 18 £38,500 -30.00% 1
East of England +21 11 £46,250 +2.77%
Yorkshire +15 10 £34,000 -15.00% 5
West Midlands -17 8 £25,000 -42.85% 3
South West -36 1 £67,500 +35.00%
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 27 April 2015, 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.

1 192 (59.08%) SQL
2 139 (42.77%) SQL Server
3 138 (42.46%) Data Warehouse
3 138 (42.46%) ETL
4 108 (33.23%) Finance
5 105 (32.31%) Business Intelligence
6 83 (25.54%) SQL Server Integration Services
7 78 (24.00%) T-SQL
8 64 (19.69%) SQL Server 2008
9 63 (19.38%) Big Data
9 63 (19.38%) Relational Database
9 63 (19.38%) .NET
10 62 (19.08%) C#
10 62 (19.08%) Web Services
11 60 (18.46%) Performance Tuning
12 58 (17.85%) Analytics
13 56 (17.23%) SQL Server Reporting Services
14 55 (16.92%) SQL Server Analysis Services
15 53 (16.31%) Oracle
16 51 (15.69%) Java
16 51 (15.69%) Data Integration
17 50 (15.38%) XML
17 50 (15.38%) Agile Software Development
18 47 (14.46%) QA
19 45 (13.85%) MS Excel
19 45 (13.85%) Analytical Skills
20 44 (13.54%) Degree
21 43 (13.23%) UNIX
22 42 (12.92%) Windows
23 39 (12.00%) Migration

Data Transformation
Top Related IT Skills in England by Category

For the 6 months to 27 April 2015, 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 15 (4.62%) SAS
2 13 (4.00%) Apache Pig
3 9 (2.77%) Apache Spark
4 8 (2.46%) Apache
4 8 (2.46%) SharePoint
5 6 (1.85%) FormScape
5 6 (1.85%) SharePoint 2013
5 6 (1.85%) SharePoint 2010
6 5 (1.54%) Drupal
6 5 (1.54%) Apache Solr
6 5 (1.54%) CMS
7 4 (1.23%) Sonic ESB
7 4 (1.23%) Confluence
7 4 (1.23%) JBoss
8 3 (0.92%) Oracle Service Bus
9 1 (0.31%) Mule
9 1 (0.31%) WebSphere Portal
9 1 (0.31%) WebSphere
9 1 (0.31%) WebSphere Process Server
9 1 (0.31%) SharePoint Server
Applications
1 45 (13.85%) MS Excel
2 14 (4.31%) MS Visio
3 6 (1.85%) SPSS
3 6 (1.85%) MS Office
4 4 (1.23%) MS Project
4 4 (1.23%) MS PowerPoint
5 1 (0.31%) OmniGraffle
Business Applications
1 11 (3.38%) Dynamics CRM
2 8 (2.46%) Dynamics AX
2 8 (2.46%) Dynamics GP
2 8 (2.46%) Dynamics NAV
3 5 (1.54%) Towers Watson Igloo
4 1 (0.31%) Oracle Retail
4 1 (0.31%) Agresso
4 1 (0.31%) Oracle EBS
4 1 (0.31%) SAP Oil and Gas
Cloud Services
1 39 (12.00%) Amazon AWS
2 27 (8.31%) Amazon EMR
3 14 (4.31%) Amazon EC2
3 14 (4.31%) Amazon S3
3 14 (4.31%) Amazon Glacier
4 11 (3.38%) SaaS
4 11 (3.38%) GitHub
5 7 (2.15%) Google Analytics
6 6 (1.85%) IaaS
7 1 (0.31%) Microsoft Azure
7 1 (0.31%) Lucidchart
Communications & Networking
1 14 (4.31%) SSH
2 10 (3.08%) LAN
2 10 (3.08%) WAN
3 8 (2.46%) DNS
4 7 (2.15%) SAN
5 6 (1.85%) Internet
5 6 (1.85%) VoIP
5 6 (1.85%) PABX
6 5 (1.54%) NAS
6 5 (1.54%) Wi-Fi
7 4 (1.23%) Firewall
8 3 (0.92%) Intranet
8 3 (0.92%) DHCP
9 2 (0.62%) TCP/IP
10 1 (0.31%) FTP
Database & Business Intelligence
1 139 (42.77%) SQL Server
2 138 (42.46%) Data Warehouse
3 83 (25.54%) SQL Server Integration Services
4 64 (19.69%) SQL Server 2008
5 63 (19.38%) Big Data
5 63 (19.38%) Relational Database
6 56 (17.23%) SQL Server Reporting Services
7 55 (16.92%) SQL Server Analysis Services
8 35 (10.77%) SQL Server 2005
8 35 (10.77%) OLAP
9 33 (10.15%) DTS
10 32 (9.85%) MySQL
11 28 (8.62%) SQL Server 2012
12 25 (7.69%) Amazon Redshift
13 24 (7.38%) SQL CLR
13 24 (7.38%) OLTP
14 21 (6.46%) Hadoop
15 20 (6.15%) PowerCenter
16 17 (5.23%) Oracle OLAP
16 17 (5.23%) Oracle ODI
Development Applications
1 13 (4.00%) Talend Open Studio
2 8 (2.46%) JIRA
3 6 (1.85%) Subversion
3 6 (1.85%) TeamCity
4 4 (1.23%) Team Foundation Server
4 4 (1.23%) Eclipse
5 3 (0.92%) JUnit
5 3 (0.92%) Visual Studio
5 3 (0.92%) Maven
5 3 (0.92%) Selenium
5 3 (0.92%) Cucumber
5 3 (0.92%) MSBuild
6 2 (0.62%) Git (software)
7 1 (0.31%) Balsamiq Mockups
7 1 (0.31%) Jenkins
7 1 (0.31%) Hudson
7 1 (0.31%) Rational Application Developer
7 1 (0.31%) Toad
General
1 108 (33.23%) Finance
2 39 (12.00%) Marketing
3 33 (10.15%) Games
4 18 (5.54%) Banking
5 15 (4.62%) Front Office
6 13 (4.00%) Back Office
7 12 (3.69%) Retail
8 11 (3.38%) Law
9 9 (2.77%) Investment Banking
10 8 (2.46%) Legal
11 7 (2.15%) Telecoms
11 7 (2.15%) Advertising
12 5 (1.54%) Financial Institution
13 2 (0.62%) Manufacturing
14 1 (0.31%) Electronics
14 1 (0.31%) Local Government
Job Titles
1 127 (39.08%) Developer
2 57 (17.54%) Analyst
3 38 (11.69%) Data Analyst
4 30 (9.23%) Senior Developer
5 29 (8.92%) Architect
6 28 (8.62%) Consultant
7 25 (7.69%) SQL Developer
8 23 (7.08%) Business Intelligence Developer
9 20 (6.15%) DBA
10 18 (5.54%) SQL Server Developer
11 17 (5.23%) Oracle Developer
12 16 (4.92%) Administrator
13 14 (4.31%) Business Developer
13 14 (4.31%) DevOps Engineer
14 13 (4.00%) Business Analyst
14 13 (4.00%) Solutions Architect
14 13 (4.00%) SQL DBA
15 12 (3.69%) Java Developer
16 11 (3.38%) Junior Developer
16 11 (3.38%) Junior
Libraries, Frameworks & Software Standards
1 63 (19.38%) .NET
2 62 (19.08%) Web Services
3 50 (15.38%) XML
4 32 (9.85%) SOAP
5 21 (6.46%) RESTful
6 18 (5.54%) ASP.NET
7 17 (5.23%) Oracle GoldenGate
8 16 (4.92%) REST
9 15 (4.62%) HTML
9 15 (4.62%) Middleware
9 15 (4.62%) jQuery
10 13 (4.00%) JSON
10 13 (4.00%) MDX
11 11 (3.38%) Kafka
12 10 (3.08%) AngularJS
12 10 (3.08%) J2EE
13 8 (2.46%) XSLT
13 8 (2.46%) Apache Camel
13 8 (2.46%) Apache CXF
14 7 (2.15%) JMS
Miscellaneous
1 51 (15.69%) Data Integration
2 45 (13.85%) Analytical Skills
3 28 (8.62%) User Experience
3 28 (8.62%) Replication
4 15 (4.62%) Clustering
5 13 (4.00%) Computer Science
5 13 (4.00%) Visualisation
5 13 (4.00%) Open Source
6 10 (3.08%) Enterprise Software
7 8 (2.46%) Hedge funds
8 7 (2.15%) Mathematics
8 7 (2.15%) Data Structures
8 7 (2.15%) Management Information System
8 7 (2.15%) NHS
9 6 (1.85%) Market Risk
9 6 (1.85%) BYOD
10 4 (1.23%) Derivative
11 3 (0.92%) Credit Risk
12 2 (0.62%) Data Conversion
12 2 (0.62%) Foreign Exchange (FX)
Operating Systems
1 43 (13.23%) UNIX
2 42 (12.92%) Windows
3 22 (6.77%) Linux
4 6 (1.85%) Debian
4 6 (1.85%) Android
4 6 (1.85%) CentOS
4 6 (1.85%) Apple iOS
5 4 (1.23%) AIX
6 2 (0.62%) Red Hat Enterprise Linux
7 1 (0.31%) Mac OS
7 1 (0.31%) Windows Server 2008
Processes & Methodologies
1 138 (42.46%) ETL
2 105 (32.31%) Business Intelligence
3 60 (18.46%) Performance Tuning
4 58 (17.85%) Analytics
5 50 (15.38%) Agile Software Development
6 39 (12.00%) Data Analysis
6 39 (12.00%) Migration
7 38 (11.69%) Data Modelling
8 34 (10.46%) Project Management
9 28 (8.62%) Database Theory
10 25 (7.69%) CRM
11 24 (7.38%) Data Mapping
12 21 (6.46%) SOA
13 20 (6.15%) Stakeholder Management
14 19 (5.85%) Disaster Recovery
14 19 (5.85%) ERP
15 18 (5.54%) B2B
15 18 (5.54%) Kimball Methodology
16 17 (5.23%) Dimensional Modelling
17 16 (4.92%) DevOps
Programming Languages
1 192 (59.08%) SQL
2 78 (24.00%) T-SQL
3 62 (19.08%) C#
4 51 (15.69%) Java
5 26 (8.00%) Python
6 23 (7.08%) C
7 20 (6.15%) JavaScript
8 18 (5.54%) PL/SQL
8 18 (5.54%) Bash Shell
9 13 (4.00%) HiveQL
10 12 (3.69%) VBA
10 12 (3.69%) VBScript
11 8 (2.46%) PHP
11 8 (2.46%) PowerShell
12 6 (1.85%) Perl
12 6 (1.85%) C++
13 4 (1.23%) VB
14 3 (0.92%) XPath
15 2 (0.62%) Groovy
15 2 (0.62%) VB.NET
Qualifications
1 44 (13.54%) Degree
2 7 (2.15%) PhD
2 7 (2.15%) Microsoft Certification
3 5 (1.54%) MCTS
4 4 (1.23%) CCIE
4 4 (1.23%) PRINCE2 Practitioner
4 4 (1.23%) Cisco Certification
5 3 (0.92%) Security Cleared
5 3 (0.92%) MCITP
6 2 (0.62%) ITIL Certification
6 2 (0.62%) ACCA
6 2 (0.62%) MCP
6 2 (0.62%) MCSA
6 2 (0.62%) DV Cleared
7 1 (0.31%) ISEB
7 1 (0.31%) ISTQB
Quality Assurance & Compliance
1 47 (14.46%) QA
2 8 (2.46%) Data Quality
2 8 (2.46%) SLA
System Software
1 14 (4.31%) VMware Infrastructure
2 13 (4.00%) Apache Flume
3 2 (0.62%) Active Directory
Systems Management
1 14 (4.31%) Puppet
1 14 (4.31%) Opscode Chef
2 3 (0.92%) Control-M
3 2 (0.62%) WSUS
4 1 (0.31%) HP Quality Center
Vendors
1 53 (16.31%) Oracle
2 38 (11.69%) Microsoft
3 31 (9.54%) Informatica
4 27 (8.31%) SAP
5 18 (5.54%) Teradata
6 16 (4.92%) VMware
6 16 (4.92%) Cognos
7 14 (4.31%) Salesforce.com
8 13 (4.00%) Google
8 13 (4.00%) Talend
9 10 (3.08%) ServiceNow
9 10 (3.08%) Siebel
10 9 (2.77%) Business Objects
11 8 (2.46%) IBM
11 8 (2.46%) Red Hat
11 8 (2.46%) JD Edwards
12 7 (2.15%) Minitab
12 7 (2.15%) MicroStrategy
12 7 (2.15%) Facebook
13 6 (1.85%) Tableau
London
Ashdown IT
Salary: £70000 - £80000 per annum
Posted: 48 minutes ago
City, London
Lloyds Banking Group
Posted: 1 hour ago
City, London
RecruitmentRevolution.com Limited
Salary: Competitive Salary plus Benefits
Posted: 4 hours ago
London
Recruitment Revolution Limited
Salary: Competitive Salary plus Benefits
Posted: 5 hours ago
City, London
Twenty Recruitment Group
Salary: From £50,000 to £70,000 per annum
Posted: 6 hours ago
North West London
Understanding Recruitment
Salary: £60000 - £70000 per annum + be - bonus, pens, health
Posted: Yesterday
Hull, North Humberside
Senitor Associates
Salary: £28000 - £38000 per annum + Pension, Medical, 25 days
Posted: 3 days ago
Coventry, West Midlands (County)
LA International
Salary: £35000 - £45000 per annum + Benefits
Posted: 3 days ago
Glossop, Derbyshire
Proteus Europe
Posted: 3 days ago
Brighton, East Sussex
RecruitmentRevolution.com Limited
Salary: From £50,000 to £60,000 per annum + Benefits
Posted: 3 days ago
Kingston Upon Hull
Computer Futures
Salary: competitive
Posted: 3 days ago
York
Interquest - IQ ERP
Salary: £35000 - £45000 per annum + Full Benefits
Posted: 4 days ago
Knutsford, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 4 days ago
Coventry, West Midlands (County)
ReThink Recruitment
Salary: £38000.00 - £45000.00 per annum + BENEFITS
Posted: 4 days ago
Telford
Technical Prospects
Salary: £35,000 - £45,000 Basic Salary plus Car Allowance
Posted: 6 days ago
Bradford
Computer Futures
Salary: competitive
Posted: 11 days ago
London
Venturi
Salary: £65000 - £72000 per annum + 20% Bonus + Benefits
Posted: 21 days ago
Kingston Upon Hull
Computer Futures
Salary: competitive
Posted: 24 days ago