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 28 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 May 2015
Same period 2014 Same period 2013
Data Transformation
Rank 691 740 743
Rank change year-on-year
+49 +3
Permanent jobs citing Data Transformation 191 185 123
As % of all permanent IT jobs located in England 0.19% 0.16% 0.12%
As % of the Processes & Methodologies category 0.23% 0.20% 0.15%
Number of salaries quoted 154 169 91
Average salary £49,000 £50,000 £40,000
Average salary % change year-on-year
-2.00% +25.00%
90% offered a salary of more than £30,000 £37,500 £29,000
10% offered a salary of more than £70,000 £60,900 £55,000
UK excluding London average salary £40,000 £47,500 £33,750
% change year-on-year
-15.78% +40.74%
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
84551 93765 82517
As % of all permanent IT jobs located in England 83.94% 82.75% 80.88%
Number of salaries quoted 69538 76877 68685
Average salary £50,000 £47,500 £46,000
Average salary % change year-on-year
+5.26% +3.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £71,500 £72,500
UK excluding London average salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 28 May 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 28 May 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 +56 93 £62,500 +13.63% 10
South East +46 50 £42,500 -8.10% 3
West Midlands +7 14 £25,000 -37.50%
East of England +19 13 £43,750 -2.77% 3
North West -5 10 £33,500 -39.09% 3
Yorkshire +1 8 £34,750 -13.12% 1
South West -8 2 £67,500 +31.70% 1
East Midlands +9 1 - -
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 28 May 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.

1 206 (58.86%) SQL
2 156 (44.57%) SQL Server
3 152 (43.43%) Data Warehouse
4 151 (43.14%) ETL
5 125 (35.71%) Finance
6 113 (32.29%) Business Intelligence
7 93 (26.57%) SQL Server Integration Services
8 82 (23.43%) T-SQL
9 75 (21.43%) SQL Server 2008
10 70 (20.00%) C#
11 69 (19.71%) .NET
12 68 (19.43%) Oracle
13 67 (19.14%) Big Data
13 67 (19.14%) Relational Database
14 63 (18.00%) Performance Tuning
14 63 (18.00%) Analytics
15 58 (16.57%) SQL Server Reporting Services
16 57 (16.29%) SQL Server Analysis Services
17 55 (15.71%) QA
17 55 (15.71%) MS Excel
17 55 (15.71%) Analytical Skills
18 54 (15.43%) Data Modelling
18 54 (15.43%) Agile Software Development
18 54 (15.43%) Data Integration
19 53 (15.14%) Web Services
20 49 (14.00%) Degree
21 47 (13.43%) Data Analysis
22 46 (13.14%) Microsoft
23 45 (12.86%) Java
23 45 (12.86%) SQL Server 2005

Data Transformation
Top Related IT Skills in England by Category

For the 6 months to 28 May 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 17 (4.86%) SAS
2 13 (3.71%) Apache Pig
3 9 (2.57%) Apache Spark
4 8 (2.29%) SharePoint
5 6 (1.71%) FormScape
5 6 (1.71%) SharePoint 2013
5 6 (1.71%) Apache
6 5 (1.43%) SharePoint 2010
6 5 (1.43%) Apache Solr
7 4 (1.14%) Confluence
8 3 (0.86%) IIS
8 3 (0.86%) CMS
8 3 (0.86%) Oracle Service Bus
8 3 (0.86%) Drupal
9 1 (0.29%) Mule ESB
9 1 (0.29%) JBoss
9 1 (0.29%) Mule
9 1 (0.29%) SharePoint Server
Applications
1 55 (15.71%) MS Excel
2 14 (4.00%) MS Visio
3 7 (2.00%) SPSS
3 7 (2.00%) MS Office
4 6 (1.71%) MS PowerPoint
5 4 (1.14%) MS Project
6 1 (0.29%) OmniGraffle
Business Applications
1 15 (4.29%) Dynamics CRM
2 8 (2.29%) Dynamics AX
2 8 (2.29%) Dynamics GP
2 8 (2.29%) Dynamics NAV
3 5 (1.43%) Towers Watson Igloo
4 3 (0.86%) Markit EDM
5 2 (0.57%) Cognos Business Intelligence
5 2 (0.57%) Oracle EBS
6 1 (0.29%) Agresso
6 1 (0.29%) Oracle Retail
6 1 (0.29%) Rolfe and Nolan
6 1 (0.29%) SAP Oil and Gas
6 1 (0.29%) Cognos TM1
Cloud Services
1 41 (11.71%) Amazon AWS
2 27 (7.71%) Amazon EMR
3 14 (4.00%) Amazon EC2
3 14 (4.00%) Amazon S3
3 14 (4.00%) Amazon Glacier
4 11 (3.14%) GitHub
5 7 (2.00%) SaaS
5 7 (2.00%) Google Analytics
6 4 (1.14%) IaaS
7 3 (0.86%) Microsoft Azure
8 1 (0.29%) Lucidchart
Communications & Networking
1 14 (4.00%) SSH
2 10 (2.86%) LAN
2 10 (2.86%) WAN
3 7 (2.00%) SAN
4 6 (1.71%) PABX
4 6 (1.71%) VoIP
5 5 (1.43%) DNS
5 5 (1.43%) Internet
5 5 (1.43%) Wi-Fi
5 5 (1.43%) NAS
6 4 (1.14%) Firewall
7 3 (0.86%) Intranet
8 2 (0.57%) DHCP
8 2 (0.57%) FTP
9 1 (0.29%) TCP/IP
Database & Business Intelligence
1 156 (44.57%) SQL Server
2 152 (43.43%) Data Warehouse
3 93 (26.57%) SQL Server Integration Services
4 75 (21.43%) SQL Server 2008
5 67 (19.14%) Big Data
5 67 (19.14%) Relational Database
6 58 (16.57%) SQL Server Reporting Services
7 57 (16.29%) SQL Server Analysis Services
8 45 (12.86%) SQL Server 2005
9 36 (10.29%) DTS
10 33 (9.43%) OLAP
11 31 (8.86%) SQL Server 2012
12 28 (8.00%) MySQL
12 28 (8.00%) SQL CLR
13 25 (7.14%) Amazon Redshift
14 24 (6.86%) Hadoop
15 22 (6.29%) OLTP
16 18 (5.14%) PowerCenter
17 16 (4.57%) QlikView
18 15 (4.29%) Oracle ODI
Development Applications
1 13 (3.71%) Talend Open Studio
2 7 (2.00%) Subversion
3 6 (1.71%) JIRA
4 5 (1.43%) Gradle
4 5 (1.43%) Git (software)
5 4 (1.14%) TeamCity
6 3 (0.86%) Visual Studio
6 3 (0.86%) Ant
6 3 (0.86%) JUnit
6 3 (0.86%) MSBuild
6 3 (0.86%) Cucumber
6 3 (0.86%) Maven
7 2 (0.57%) Team Foundation Server
7 2 (0.57%) Grunt
7 2 (0.57%) Bower
8 1 (0.29%) SQL Server Management Studio (SSMS)
8 1 (0.29%) Toad
8 1 (0.29%) Eclipse
8 1 (0.29%) Jenkins
8 1 (0.29%) Balsamiq Mockups
General
1 125 (35.71%) Finance
2 43 (12.29%) Marketing
3 33 (9.43%) Games
4 29 (8.29%) Banking
5 17 (4.86%) Retail
6 15 (4.29%) Back Office
6 15 (4.29%) Investment Banking
7 13 (3.71%) Front Office
8 11 (3.14%) Legal
9 8 (2.29%) Advertising
9 8 (2.29%) Law
10 6 (1.71%) Telecoms
11 5 (1.43%) Financial Institution
12 2 (0.57%) Local Government
12 2 (0.57%) Manufacturing
13 1 (0.29%) Electronics
Job Titles
1 137 (39.14%) Developer
2 72 (20.57%) Analyst
3 43 (12.29%) Data Analyst
4 32 (9.14%) Senior Developer
4 32 (9.14%) SQL Developer
5 28 (8.00%) Consultant
6 24 (6.86%) Business Intelligence Developer
7 21 (6.00%) Architect
8 20 (5.71%) SQL Server Developer
8 20 (5.71%) DBA
9 18 (5.14%) Business Analyst
9 18 (5.14%) Oracle Developer
10 17 (4.86%) Administrator
11 15 (4.29%) Business Developer
12 14 (4.00%) Junior
12 14 (4.00%) SQL DBA
12 14 (4.00%) DevOps Engineer
13 13 (3.71%) Project Manager
14 12 (3.43%) Applications Support
14 12 (3.43%) Junior Developer
Libraries, Frameworks & Software Standards
1 69 (19.71%) .NET
2 53 (15.14%) Web Services
3 41 (11.71%) XML
4 26 (7.43%) SOAP
5 21 (6.00%) RESTful
6 20 (5.71%) ASP.NET
7 19 (5.43%) HTML
8 15 (4.29%) Oracle GoldenGate
8 15 (4.29%) jQuery
9 13 (3.71%) MDX
10 12 (3.43%) JSON
11 11 (3.14%) Middleware
11 11 (3.14%) REST
11 11 (3.14%) Kafka
12 8 (2.29%) AngularJS
13 7 (2.00%) ASP.NET Web API
13 7 (2.00%) WCF
14 6 (1.71%) HTML5
15 5 (1.43%) CSS
15 5 (1.43%) Twitter Bootstrap
Miscellaneous
1 55 (15.71%) Analytical Skills
2 54 (15.43%) Data Integration
3 27 (7.71%) User Experience
4 25 (7.14%) Replication
5 19 (5.43%) Visualisation
6 16 (4.57%) Computer Science
7 15 (4.29%) Clustering
8 10 (2.86%) Data Centre
9 8 (2.29%) Hedge funds
9 8 (2.29%) Enterprise Software
9 8 (2.29%) Management Information System
10 7 (2.00%) Mathematics
11 6 (1.71%) Credit Risk
11 6 (1.71%) Market Risk
11 6 (1.71%) NHS
11 6 (1.71%) Data Structures
11 6 (1.71%) BYOD
12 3 (0.86%) Data Conversion
12 3 (0.86%) Data Extraction
12 3 (0.86%) Derivative
Operating Systems
1 38 (10.86%) Windows
2 37 (10.57%) UNIX
3 18 (5.14%) Linux
4 8 (2.29%) CentOS
5 6 (1.71%) Apple iOS
5 6 (1.71%) Debian
6 4 (1.14%) Android
6 4 (1.14%) Red Hat Enterprise Linux
7 2 (0.57%) Ubuntu
8 1 (0.29%) Mac OS
Processes & Methodologies
1 151 (43.14%) ETL
2 113 (32.29%) Business Intelligence
3 63 (18.00%) Performance Tuning
3 63 (18.00%) Analytics
4 54 (15.43%) Data Modelling
4 54 (15.43%) Agile Software Development
5 47 (13.43%) Data Analysis
6 42 (12.00%) Migration
7 37 (10.57%) SDLC
8 34 (9.71%) Database Theory
9 32 (9.14%) Project Management
10 26 (7.43%) CRM
11 23 (6.57%) Stakeholder Management
12 22 (6.29%) Disaster Recovery
12 22 (6.29%) Data Mapping
13 21 (6.00%) ERP
14 19 (5.43%) Relational Database Theory
15 17 (4.86%) Workflow
15 17 (4.86%) Dimensional Modelling
16 16 (4.57%) Kimball Methodology
Programming Languages
1 206 (58.86%) SQL
2 82 (23.43%) T-SQL
3 70 (20.00%) C#
4 45 (12.86%) Java
5 27 (7.71%) Python
6 26 (7.43%) C
7 24 (6.86%) JavaScript
8 20 (5.71%) PL/SQL
9 18 (5.14%) Bash Shell
10 17 (4.86%) VBA
11 15 (4.29%) VBScript
12 13 (3.71%) HiveQL
13 10 (2.86%) PHP
14 8 (2.29%) PowerShell
15 6 (1.71%) Perl
15 6 (1.71%) C++
16 5 (1.43%) VB
17 4 (1.14%) Groovy
18 3 (0.86%) Shell Script
19 2 (0.57%) Ruby
Qualifications
1 49 (14.00%) Degree
2 8 (2.29%) Microsoft Certification
3 7 (2.00%) PhD
3 7 (2.00%) Security Cleared
4 6 (1.71%) MCTS
5 4 (1.14%) MCITP
5 4 (1.14%) PRINCE2 Practitioner
5 4 (1.14%) Cisco Certification
5 4 (1.14%) CCIE
6 2 (0.57%) SC Cleared
6 2 (0.57%) DV Cleared
6 2 (0.57%) MCSA
6 2 (0.57%) MCP
6 2 (0.57%) ACCA
6 2 (0.57%) ITIL Certification
7 1 (0.29%) ISEB
7 1 (0.29%) ISTQB
Quality Assurance & Compliance
1 55 (15.71%) QA
2 18 (5.14%) SLA
3 9 (2.57%) Data Quality
4 5 (1.43%) Sarbanes-Oxley
System Software
1 14 (4.00%) VMware Infrastructure
2 13 (3.71%) Apache Flume
3 2 (0.57%) Active Directory
Systems Management
1 14 (4.00%) Puppet
1 14 (4.00%) Opscode Chef
2 6 (1.71%) Control-M
3 2 (0.57%) WSUS
Vendors
1 68 (19.43%) Oracle
2 46 (13.14%) Microsoft
3 33 (9.43%) Informatica
4 25 (7.14%) SAP
5 21 (6.00%) Teradata
6 19 (5.43%) Cognos
7 16 (4.57%) Salesforce.com
7 16 (4.57%) VMware
8 13 (3.71%) Talend
9 11 (3.14%) Business Objects
9 11 (3.14%) Google
10 10 (2.86%) ServiceNow
10 10 (2.86%) Sybase
10 10 (2.86%) Minitab
11 8 (2.29%) Red Hat
11 8 (2.29%) JD Edwards
12 7 (2.00%) Facebook
13 6 (1.71%) Netezza
13 6 (1.71%) Greenplum
13 6 (1.71%) Wind River
London
PCR
Salary: £35000 - £60000 per annum
Posted: 9 hours ago
Cambridge, Cambridgeshire
Cambridge University Press
Salary: From £38,000 to £42,000 per annum + benefits + bonus
Posted: 10 hours ago
City, London
RecruitmentRevolution.com Limited
Salary: Competitive Salary plus Benefits
Posted: Yesterday
Brighton, East Sussex
RecruitmentRevolution.com Limited
Salary: From £50,000 to £60,000 per annum + Benefits
Posted: Yesterday
London
EXCELerate
Salary: Circa £95k plus Car Allowance, Health Care and Pension
Posted: 2 days ago
City, London
Randstad Technologies
Salary: £700000.00 per annum
Posted: 2 days ago
Stockport
Capita - ITIN
Salary: £65000.00 per annum
Posted: 2 days ago
Reading, Berkshire
THE PRUDENTIAL ASSURANCE CO LT
Posted: 5 days ago
Bradford
Computer Futures
Salary: competitive
Posted: 6 days ago
Reading, Berkshire
CGI
Salary: £40000 - £50000 per annum + Benefits
Posted: 7 days ago
London
Blue Town Online
Salary: £40,000 - £50,000 per year
Posted: 16 days ago
Bournemouth, Dorset
Vitality
Salary: Highly Competitive plus benefits and bonus potential
Posted: 22 days ago
London
Venturi
Salary: £65000 - £72000 per annum + 20% Bonus + Benefits
Posted: 23 days ago
Cambridge
Hays IT - Uk Posting account
Salary: £40000.00 - £45000.00 per annum
Posted: 23 days ago