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 3 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Aug 2015
Same period 2014 Same period 2013
Data Transformation
Rank 665 709 710
Rank change year-on-year
+44 +1
Permanent jobs citing Data Transformation 205 180 137
As % of all permanent IT jobs located in England 0.20% 0.16% 0.13%
As % of the Processes & Methodologies category 0.24% 0.20% 0.17%
Number of salaries quoted 158 149 117
Average salary £49,000 £47,500 £42,500
Average salary % change year-on-year
+3.15% +11.76%
90% offered a salary of more than £31,500 £37,500 £32,500
10% offered a salary of more than £77,000 £70,000 £59,100
UK excluding London average salary £42,500 £42,500 £41,500
% change year-on-year
- +2.40%
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
86493 90555 82424
As % of all permanent IT jobs located in England 84.76% 82.78% 81.10%
Number of salaries quoted 71660 73517 68040
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

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 3 August 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 3 August 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 +40 94 £52,500 -4.54% 15
South East +52 60 £43,000 -9.47% 3
West Midlands -1 15 £25,000 -33.33% 3
North West -8 15 £39,250 -28.63% 2
East of England +15 8 £45,000 +5.88% 2
Yorkshire -9 6 £77,000 +92.50%
South West -15 6 £52,500 +42.85% 5
East Midlands +2 1 - - 1
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 3 August 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.

1 251 (60.63%) SQL
2 199 (48.07%) ETL
3 180 (43.48%) Finance
4 179 (43.24%) SQL Server
5 176 (42.51%) Data Warehouse
6 160 (38.65%) Business Intelligence
7 130 (31.40%) SQL Server Integration Services
8 89 (21.50%) Analytics
9 88 (21.26%) T-SQL
10 87 (21.01%) Oracle
11 86 (20.77%) Analytical Skills
12 83 (20.05%) Data Modelling
13 81 (19.57%) Data Integration
14 77 (18.60%) SQL Server 2008
14 77 (18.60%) Relational Database
15 76 (18.36%) Agile Software Development
16 71 (17.15%) C#
17 70 (16.91%) Microsoft
17 70 (16.91%) SQL Server Reporting Services
17 70 (16.91%) Performance Tuning
18 69 (16.67%) .NET
19 64 (15.46%) MS Excel
19 64 (15.46%) Data Analysis
20 63 (15.22%) Big Data
20 63 (15.22%) Java
21 62 (14.98%) Marketing
22 57 (13.77%) SQL Server Analysis Services
22 57 (13.77%) XML
23 56 (13.53%) Web Services
23 56 (13.53%) Degree

Data Transformation
Top Related IT Skills in England by Category

For the 6 months to 3 August 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 21 (5.07%) SAS
2 13 (3.14%) Apache Pig
3 11 (2.66%) Apache
4 10 (2.42%) Apache Spark
5 8 (1.93%) SharePoint
6 6 (1.45%) Confluence
6 6 (1.45%) FormScape
6 6 (1.45%) NetWeaver
6 6 (1.45%) BizTalk Server
6 6 (1.45%) SharePoint 2013
7 5 (1.21%) SharePoint 2010
7 5 (1.21%) Tomcat
7 5 (1.21%) WebSphere Application Server
7 5 (1.21%) IIS
7 5 (1.21%) WebSphere
7 5 (1.21%) Apache Solr
8 3 (0.72%) Drupal
8 3 (0.72%) CMS
9 2 (0.48%) Oracle Service Bus
10 1 (0.24%) nginx
Applications
1 64 (15.46%) MS Excel
2 19 (4.59%) SPSS
3 11 (2.66%) MS PowerPoint
4 9 (2.17%) MS Office
5 1 (0.24%) MS Project
5 1 (0.24%) MS Visio
5 1 (0.24%) OmniGraffle
Business Applications
1 14 (3.38%) Dynamics CRM
2 9 (2.17%) Dynamics AX
3 8 (1.93%) Dynamics GP
3 8 (1.93%) Dynamics NAV
4 5 (1.21%) Markit EDM
5 4 (0.97%) Cognos Business Intelligence
6 3 (0.72%) Oracle EBS
6 3 (0.72%) SAP MDM
6 3 (0.72%) Cognos TM1
7 2 (0.48%) Rolfe and Nolan
8 1 (0.24%) SAP Oil and Gas
8 1 (0.24%) Oracle 11i
Cloud Services
1 41 (9.90%) Amazon AWS
2 21 (5.07%) Amazon EMR
3 8 (1.93%) Amazon Glacier
3 8 (1.93%) Amazon EC2
3 8 (1.93%) Amazon S3
4 7 (1.69%) Google Analytics
4 7 (1.69%) GitHub
5 3 (0.72%) IaaS
5 3 (0.72%) Microsoft Azure
6 2 (0.48%) Force.com
7 1 (0.24%) SaaS
7 1 (0.24%) Lucidchart
Communications & Networking
1 8 (1.93%) SSH
2 6 (1.45%) PABX
2 6 (1.45%) LAN
2 6 (1.45%) VoIP
2 6 (1.45%) WAN
3 5 (1.21%) HTTP
3 5 (1.21%) Wi-Fi
3 5 (1.21%) NAS
3 5 (1.21%) SSL
3 5 (1.21%) SAN
4 4 (0.97%) FTP
5 3 (0.72%) DNS
5 3 (0.72%) Intranet
6 2 (0.48%) Internet
6 2 (0.48%) Firewall
6 2 (0.48%) SMTP
7 1 (0.24%) TCP/IP
Database & Business Intelligence
1 179 (43.24%) SQL Server
2 176 (42.51%) Data Warehouse
3 130 (31.40%) SQL Server Integration Services
4 77 (18.60%) SQL Server 2008
4 77 (18.60%) Relational Database
5 70 (16.91%) SQL Server Reporting Services
6 63 (15.22%) Big Data
7 57 (13.77%) SQL Server Analysis Services
8 43 (10.39%) SQL Server 2005
9 41 (9.90%) DTS
10 37 (8.94%) QlikView
11 36 (8.70%) SQL Server 2012
12 35 (8.45%) Hadoop
13 34 (8.21%) MySQL
14 26 (6.28%) OLAP
14 26 (6.28%) SQL CLR
15 21 (5.07%) Amazon Redshift
15 21 (5.07%) PowerCenter
16 20 (4.83%) BusinessObjects
17 18 (4.35%) Microsoft Analysis Services
Development Applications
1 14 (3.38%) Talend Open Studio
2 13 (3.14%) Subversion
3 12 (2.90%) Hudson
3 12 (2.90%) Jenkins
4 7 (1.69%) JIRA
5 6 (1.45%) Gradle
6 5 (1.21%) Eclipse
6 5 (1.21%) Git (software)
7 4 (0.97%) Visual Studio
8 3 (0.72%) Maven
8 3 (0.72%) Ant
8 3 (0.72%) JUnit
8 3 (0.72%) Team Foundation Server
8 3 (0.72%) Cucumber
8 3 (0.72%) Grunt
8 3 (0.72%) Bower
8 3 (0.72%) SQL Server Management Studio (SSMS)
9 1 (0.24%) Mockito
9 1 (0.24%) Balsamiq Mockups
9 1 (0.24%) MSBuild
General
1 180 (43.48%) Finance
2 62 (14.98%) Marketing
3 42 (10.14%) Banking
4 29 (7.00%) Games
5 26 (6.28%) Retail
6 18 (4.35%) Back Office
7 14 (3.38%) Telecoms
8 11 (2.66%) Investment Banking
8 11 (2.66%) Legal
9 8 (1.93%) Front Office
10 6 (1.45%) Law
10 6 (1.45%) Pharmaceutical
10 6 (1.45%) Financial Institution
11 5 (1.21%) Manufacturing
11 5 (1.21%) Advertising
12 1 (0.24%) Publishing
12 1 (0.24%) Local Government
12 1 (0.24%) Electronics
Job Titles
1 178 (43.00%) Developer
2 80 (19.32%) Analyst
3 55 (13.29%) SQL Developer
4 45 (10.87%) Data Analyst
5 38 (9.18%) Consultant
6 36 (8.70%) SQL Server Developer
7 34 (8.21%) Senior Developer
8 31 (7.49%) Business Intelligence Developer
9 28 (6.76%) Architect
10 26 (6.28%) Database Developer
11 19 (4.59%) Senior Analyst
12 18 (4.35%) Programmer
12 18 (4.35%) SQL Database Developer
13 17 (4.11%) Business Analyst
14 16 (3.86%) DBA
14 16 (3.86%) Applications Support
15 15 (3.62%) Applications Consultant
15 15 (3.62%) Support Consultant
15 15 (3.62%) Analyst Programmer
15 15 (3.62%) Applications Support Consultant
Libraries, Frameworks & Software Standards
1 69 (16.67%) .NET
2 57 (13.77%) XML
3 56 (13.53%) Web Services
4 32 (7.73%) JSON
5 23 (5.56%) HTML
6 21 (5.07%) jQuery
7 19 (4.59%) REST
8 18 (4.35%) SOAP
9 17 (4.11%) CSS
9 17 (4.11%) AngularJS
10 16 (3.86%) CSS3
10 16 (3.86%) KnockoutJS
10 16 (3.86%) Middleware
11 15 (3.62%) RESTful
12 14 (3.38%) HTML5
13 13 (3.14%) XSLT
13 13 (3.14%) MDX
13 13 (3.14%) WCF
14 12 (2.90%) Dojo
14 12 (2.90%) Ext JS
Miscellaneous
1 86 (20.77%) Analytical Skills
2 81 (19.57%) Data Integration
3 41 (9.90%) Visualisation
4 31 (7.49%) User Experience
5 28 (6.76%) Computer Science
6 27 (6.52%) Management Information System
7 20 (4.83%) Replication
8 11 (2.66%) Data Structures
9 10 (2.42%) Enterprise Software
9 10 (2.42%) Clustering
9 10 (2.42%) Mathematics
10 7 (1.69%) Data Centre
11 6 (1.45%) BYOD
11 6 (1.45%) Data Extraction
12 5 (1.21%) Algorithms
12 5 (1.21%) Hedge funds
12 5 (1.21%) Market Risk
12 5 (1.21%) Data Conversion
13 4 (0.97%) Social Media
13 4 (0.97%) Statistics
Operating Systems
1 37 (8.94%) Windows
2 36 (8.70%) UNIX
3 23 (5.56%) Linux
4 9 (2.17%) Apple iOS
5 7 (1.69%) Android
6 3 (0.72%) CentOS
6 3 (0.72%) Red Hat Enterprise Linux
6 3 (0.72%) Ubuntu
7 2 (0.48%) Windows XP
7 2 (0.48%) Windows 8
8 1 (0.24%) Mac OS
Processes & Methodologies
1 199 (48.07%) ETL
2 160 (38.65%) Business Intelligence
3 89 (21.50%) Analytics
4 83 (20.05%) Data Modelling
5 76 (18.36%) Agile Software Development
6 70 (16.91%) Performance Tuning
7 64 (15.46%) Data Analysis
8 46 (11.11%) Migration
9 38 (9.18%) SDLC
10 37 (8.94%) Data Management
10 37 (8.94%) Workflow
11 32 (7.73%) ETL Development
11 32 (7.73%) Database Theory
12 28 (6.76%) Digital Marketing
12 28 (6.76%) SOA
13 27 (6.52%) ERP
14 25 (6.04%) Project Management
15 24 (5.80%) CRM
16 22 (5.31%) Data Mapping
17 20 (4.83%) Data Migration
Programming Languages
1 251 (60.63%) SQL
2 88 (21.26%) T-SQL
3 71 (17.15%) C#
4 63 (15.22%) Java
5 33 (7.97%) JavaScript
6 30 (7.25%) Python
7 25 (6.04%) C
8 18 (4.35%) VBA
8 18 (4.35%) PHP
9 17 (4.11%) VBScript
10 16 (3.86%) VB
10 16 (3.86%) PL/SQL
11 13 (3.14%) HiveQL
12 12 (2.90%) Bash Shell
13 9 (2.17%) R
13 9 (2.17%) Groovy
14 6 (1.45%) Perl
15 5 (1.21%) C++
16 4 (0.97%) Shell Script
16 4 (0.97%) PowerShell
Qualifications
1 56 (13.53%) Degree
2 10 (2.42%) Microsoft Certification
3 8 (1.93%) MCITP
4 7 (1.69%) PhD
4 7 (1.69%) Security Cleared
5 4 (0.97%) MCTS
6 3 (0.72%) SC Cleared
Quality Assurance & Compliance
1 52 (12.56%) QA
2 26 (6.28%) SLA
3 18 (4.35%) Data Quality
4 9 (2.17%) Sarbanes-Oxley
5 1 (0.24%) COBIT
System Software
1 13 (3.14%) Apache Flume
2 8 (1.93%) VMware Infrastructure
3 2 (0.48%) Active Directory
Systems Management
1 8 (1.93%) Puppet
1 8 (1.93%) Opscode Chef
2 6 (1.45%) Control-M
3 2 (0.48%) SCCM
3 2 (0.48%) Systems Management Server (SMS)
Vendors
1 87 (21.01%) Oracle
2 70 (16.91%) Microsoft
3 49 (11.84%) Informatica
4 38 (9.18%) SAP
5 30 (7.25%) Teradata
6 25 (6.04%) Cognos
7 24 (5.80%) Sybase
8 20 (4.83%) Salesforce.com
9 16 (3.86%) IBM
10 14 (3.38%) Talend
11 11 (2.66%) Tableau
12 10 (2.42%) Minitab
12 10 (2.42%) Google
13 8 (1.93%) Netezza
13 8 (1.93%) JD Edwards
13 8 (1.93%) VMware
13 8 (1.93%) Siebel
14 7 (1.69%) Trillium
14 7 (1.69%) Facebook
15 6 (1.45%) Greenplum
Swindon, Wiltshire
KDR Recruitment Ltd
Salary: £50k - £65k per annum + 5-20% bonus, Car, Pension, and more
Posted: 5 hours ago
City, London
Lawrence Harvey Enterprise
Salary: £55000.00 - £60000.00 per annum + Benefits
Posted: 10 hours ago
Essex
Tech
Salary: From £40,000 to £50,000 per annum
Posted: 10 hours ago
Christchurch, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £45000 per annum
Posted: 12 hours ago
City, London
World Pay
Salary: Competitive
Posted: Yesterday
Nottingham, Nottinghamshire
Senitor Associates
Salary: £25000 - £28000 per annum + Excellent Benefits Package
Posted: 3 days ago
Peterborough, Cambridgeshire
Data Interchange
Salary: From £25,000 to £45,000 per annum plus pension and benefits
Posted: 3 days ago
City of London
Ortolan Group
Salary: £55000 - £60000 per annum + Benefits
Posted: 4 days ago
Gatwick, West Sussex
KPRS
Salary: From £43,000 to £43,000 per annum £43k + excellent benefits package
Posted: 4 days ago
City, London
LEXSTRA
Salary: £55000 - £60000 per annum + Excellent Benefits
Posted: 4 days ago
Swindon, Wiltshire
KDR
Salary: £50000 - £65000 per annum + 5-20% bonus, Car, Pension, and more
Posted: 5 days ago
London
Harrington Starr
Salary: £45000 - £70000 per annum + Benefits + Bonus
Posted: 6 days ago
London
EXCELerate
Salary: Circa £95k plus Car Allowance, Health Care and Pension
Posted: 6 days ago
London
EXCELerate
Salary: Circa £85k plus Car Allowance, Health care and pension
Posted: 6 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 14 days ago
London
EY
Salary: Competitive
Posted: 21 days ago
London
EY
Salary: Competitive
Posted: 21 days ago