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

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Data Transformation
Rank 666 726 688
Rank change year-on-year
+60 -38
Permanent jobs citing Data Transformation 227 182 186
As % of all permanent IT jobs located in the UK 0.21% 0.16% 0.18%
As % of the Processes & Methodologies category 0.24% 0.19% 0.21%
Number of salaries quoted 185 149 156
Average salary £49,000 £42,786 £45,000
Average salary % change year-on-year
+14.52% -4.92%
90% offered a salary of more than £33,500 £33,500 £33,750
10% offered a salary of more than £69,400 £67,975 £65,000
UK excluding London average salary £43,000 £40,000 £42,750
% change year-on-year
+7.50% -6.43%

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
93272 94978 86805
As % of all permanent IT jobs located in the UK 85.17% 82.77% 81.71%
Number of salaries quoted 76819 75777 71033
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 28 August 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 28 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
England +52 220 £50,000 +16.86% 29
London +23 90 £57,500 +9.52% 12
South East +57 64 £43,000 -4.44% 8
City of London +65 53 £57,500 +35.29% 4
Brighton +44 25 £50,000 - 1
East Sussex +42 25 £50,000 - 1
South West -19 17 £60,000 +79.10% 1
West Midlands +1 14 £30,000 -22.58% 3
North West -4 14 £33,500 -21.17% 2
Berkshire - 13 £49,000 - 2
Reading - 13 £49,000 - 2
Wiltshire +8 12 £60,000 +73.91%
East of England +2 11 £45,000 +5.88% 1
Warwickshire - 11 £30,000 - 1
Surrey +12 10 £42,500 +6.25% 1
Redhill -2 10 £42,500 +6.25%
West Sussex -5 9 £43,000 -4.44% 1
Gatwick - 9 £43,000 - 1
West Yorkshire +1 7 £77,000 +92.50%
Yorkshire +1 7 £77,000 +92.50%
Essex - 7 £45,000 -
Lancashire - 7 £33,500 -
Warwick - 7 £31,750 - 1
Chorley - 7 £33,500 -
Cheshire +9 6 £52,500 +37.25% 1
Bradford -8 6 £77,000 +136.92%
Warrington - 6 £52,500 - 1
Chippenham - 5 £62,500 -
Swindon - 4 £58,750 -
Gloucestershire - 4 £31,500 - 1

Data Transformation
Top 30 Related IT Skills

For the 6 months to 28 August 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.

1 270 (60.95%) SQL
2 216 (48.76%) Finance
3 205 (46.28%) ETL
4 193 (43.57%) SQL Server
5 174 (39.28%) Data Warehouse
6 171 (38.60%) Business Intelligence
7 149 (33.63%) SQL Server Integration Services
8 99 (22.35%) T-SQL
9 94 (21.22%) Analytical Skills
10 93 (20.99%) Data Modelling
10 93 (20.99%) Data Integration
11 91 (20.54%) Agile Software Development
12 86 (19.41%) SQL Server Reporting Services
12 86 (19.41%) Analytics
13 85 (19.19%) Microsoft
14 83 (18.74%) SQL Server 2008
15 82 (18.51%) Oracle
16 79 (17.83%) MS Excel
17 76 (17.16%) Data Analysis
18 74 (16.70%) Relational Database
19 70 (15.80%) Java
20 66 (14.90%) .NET
21 65 (14.67%) C#
21 65 (14.67%) Migration
21 65 (14.67%) Performance Tuning
22 64 (14.45%) Marketing
23 63 (14.22%) Data Management
23 63 (14.22%) XML
24 59 (13.32%) SQL Server Analysis Services
25 56 (12.64%) Degree

Data Transformation
Top Related IT Skills by Category

For the 6 months to 28 August 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 17 (3.84%) SAS
2 8 (1.81%) Apache
2 8 (1.81%) SharePoint
3 6 (1.35%) Confluence
3 6 (1.35%) Tomcat
3 6 (1.35%) IIS
3 6 (1.35%) NetWeaver
3 6 (1.35%) BizTalk Server
3 6 (1.35%) SharePoint 2013
4 5 (1.13%) Apache Pig
4 5 (1.13%) WebSphere Application Server
4 5 (1.13%) SharePoint 2010
4 5 (1.13%) WebSphere
5 4 (0.90%) FormScape
5 4 (0.90%) Apache Spark
6 3 (0.68%) Apache Solr
7 1 (0.23%) Drupal
7 1 (0.23%) nginx
7 1 (0.23%) Adobe Experience Manager
7 1 (0.23%) Oracle Service Bus
Applications
1 79 (17.83%) MS Excel
2 15 (3.39%) MS Office
3 13 (2.93%) SPSS
4 12 (2.71%) MS PowerPoint
5 2 (0.45%) MS Project
6 1 (0.23%) MS Visio
6 1 (0.23%) FastStats
6 1 (0.23%) OmniGraffle
Business Applications
1 14 (3.16%) Dynamics CRM
2 6 (1.35%) Dynamics AX
3 5 (1.13%) Dynamics GP
3 5 (1.13%) Dynamics NAV
3 5 (1.13%) Markit EDM
4 4 (0.90%) Cognos Business Intelligence
5 3 (0.68%) Oracle EBS
5 3 (0.68%) SAP MDM
5 3 (0.68%) Cognos TM1
6 2 (0.45%) Rolfe and Nolan
7 1 (0.23%) Oracle 11i
7 1 (0.23%) SAP Oil and Gas
7 1 (0.23%) SAP ERP
Cloud Services
1 19 (4.29%) Amazon AWS
2 7 (1.58%) Amazon EMR
3 3 (0.68%) Microsoft Azure
3 3 (0.68%) Google Analytics
4 2 (0.45%) Force.com
4 2 (0.45%) Amazon EC2
4 2 (0.45%) Amazon S3
4 2 (0.45%) SaaS
4 2 (0.45%) GitHub
4 2 (0.45%) Amazon Glacier
5 1 (0.23%) Lucidchart
5 1 (0.23%) IaaS
Communications & Networking
1 6 (1.35%) VoIP
1 6 (1.35%) SSL
1 6 (1.35%) PABX
2 5 (1.13%) NAS
2 5 (1.13%) HTTP
2 5 (1.13%) Wi-Fi
2 5 (1.13%) SAN
2 5 (1.13%) WAN
2 5 (1.13%) LAN
3 4 (0.90%) FTP
4 3 (0.68%) Intranet
4 3 (0.68%) Internet
5 2 (0.45%) Firewall
5 2 (0.45%) SMTP
5 2 (0.45%) SSH
6 1 (0.23%) DNS
Database & Business Intelligence
1 193 (43.57%) SQL Server
2 174 (39.28%) Data Warehouse
3 149 (33.63%) SQL Server Integration Services
4 86 (19.41%) SQL Server Reporting Services
5 83 (18.74%) SQL Server 2008
6 74 (16.70%) Relational Database
7 59 (13.32%) SQL Server Analysis Services
8 49 (11.06%) Big Data
9 41 (9.26%) QlikView
10 40 (9.03%) MySQL
11 37 (8.35%) SQL Server 2005
12 36 (8.13%) SQL Server 2012
13 34 (7.67%) Hadoop
14 32 (7.22%) DTS
15 28 (6.32%) BusinessObjects
16 23 (5.19%) SQL CLR
17 21 (4.74%) Microsoft Analysis Services
18 20 (4.51%) OLAP
19 19 (4.29%) Crystal Reports
19 19 (4.29%) RDBMS
Development Applications
1 20 (4.51%) Subversion
1 20 (4.51%) Jenkins
1 20 (4.51%) Hudson
2 12 (2.71%) Git (software)
3 8 (1.81%) JIRA
3 8 (1.81%) Talend Open Studio
4 7 (1.58%) Eclipse
5 6 (1.35%) Gradle
6 5 (1.13%) Ant
6 5 (1.13%) JUnit
6 5 (1.13%) Visual Studio
7 4 (0.90%) Team Foundation Server
8 3 (0.68%) Grunt
8 3 (0.68%) Bower
8 3 (0.68%) SQL Server Management Studio (SSMS)
8 3 (0.68%) ERwin
8 3 (0.68%) Maven
8 3 (0.68%) Cucumber
9 2 (0.45%) ANTLR
10 1 (0.23%) Mockito
General
1 216 (48.76%) Finance
2 64 (14.45%) Marketing
3 47 (10.61%) Banking
4 31 (7.00%) Retail
5 25 (5.64%) Telecoms
6 14 (3.16%) Back Office
7 11 (2.48%) Investment Banking
8 10 (2.26%) Games
9 7 (1.58%) Legal
10 6 (1.35%) Manufacturing
10 6 (1.35%) Advertising
10 6 (1.35%) Pharmaceutical
10 6 (1.35%) Law
11 4 (0.90%) Financial Institution
12 3 (0.68%) Front Office
13 2 (0.45%) Publishing
14 1 (0.23%) Electronics
14 1 (0.23%) Local Government
Job Titles
1 204 (46.05%) Developer
2 82 (18.51%) Analyst
3 62 (14.00%) SQL Developer
4 41 (9.26%) Consultant
5 38 (8.58%) SQL Server Developer
6 37 (8.35%) Data Analyst
7 34 (7.67%) Business Intelligence Developer
8 32 (7.22%) Senior Developer
9 31 (7.00%) Architect
10 29 (6.55%) Database Developer
11 27 (6.09%) ETL Developer
12 21 (4.74%) Senior Analyst
13 20 (4.51%) SQL Database Developer
14 19 (4.29%) Programmer
15 18 (4.06%) Business Analyst
16 17 (3.84%) Java Developer
17 16 (3.61%) Analyst Programmer
17 16 (3.61%) DBA
18 15 (3.39%) Senior Analyst Programmer
18 15 (3.39%) Senior Programmer
Libraries, Frameworks & Software Standards
1 66 (14.90%) .NET
2 63 (14.22%) XML
3 44 (9.93%) JSON
4 40 (9.03%) Web Services
5 38 (8.58%) HTML
6 33 (7.45%) CSS
7 32 (7.22%) CSS3
8 30 (6.77%) REST
9 28 (6.32%) HTML5
9 28 (6.32%) jQuery
10 24 (5.42%) KnockoutJS
11 22 (4.97%) AngularJS
12 20 (4.51%) YUI
12 20 (4.51%) Ext JS
12 20 (4.51%) Dojo
12 20 (4.51%) XHTML
12 20 (4.51%) XSLT
13 19 (4.29%) RESTful
14 16 (3.61%) Middleware
15 13 (2.93%) SOAP
Miscellaneous
1 94 (21.22%) Analytical Skills
2 93 (20.99%) Data Integration
3 39 (8.80%) Visualisation
4 29 (6.55%) Management Information System
5 18 (4.06%) Computer Science
6 17 (3.84%) Replication
6 17 (3.84%) User Experience
7 16 (3.61%) Data Extraction
8 11 (2.48%) Data Structures
9 9 (2.03%) Algorithms
9 9 (2.03%) Data Centre
10 8 (1.81%) Enterprise Software
10 8 (1.81%) Social Media
10 8 (1.81%) Data Conversion
11 7 (1.58%) Clustering
12 6 (1.35%) BYOD
13 5 (1.13%) Economics
13 5 (1.13%) Statistics
13 5 (1.13%) Mathematics
13 5 (1.13%) NHS
Operating Systems
1 36 (8.13%) Windows
2 32 (7.22%) Linux
3 30 (6.77%) UNIX
4 7 (1.58%) Apple iOS
5 5 (1.13%) Android
6 3 (0.68%) CentOS
6 3 (0.68%) Red Hat Enterprise Linux
6 3 (0.68%) Ubuntu
7 2 (0.45%) Windows XP
7 2 (0.45%) Windows 8
7 2 (0.45%) Windows 7
8 1 (0.23%) Mac OS
Processes & Methodologies
1 205 (46.28%) ETL
2 171 (38.60%) Business Intelligence
3 93 (20.99%) Data Modelling
4 91 (20.54%) Agile Software Development
5 86 (19.41%) Analytics
6 76 (17.16%) Data Analysis
7 65 (14.67%) Migration
7 65 (14.67%) Performance Tuning
8 63 (14.22%) Data Management
9 51 (11.51%) SDLC
10 40 (9.03%) ETL Development
11 35 (7.90%) Workflow
12 34 (7.67%) Data Migration
13 31 (7.00%) Data Mapping
13 31 (7.00%) SOA
14 30 (6.77%) Digital Marketing
15 28 (6.32%) Stakeholder Management
15 28 (6.32%) Database Theory
16 25 (5.64%) TDD
17 24 (5.42%) ERP
Programming Languages
1 270 (60.95%) SQL
2 99 (22.35%) T-SQL
3 70 (15.80%) Java
4 65 (14.67%) C#
5 47 (10.61%) JavaScript
6 21 (4.74%) PHP
7 20 (4.51%) Python
8 17 (3.84%) VB
8 17 (3.84%) C
9 15 (3.39%) VBA
10 14 (3.16%) PL/SQL
10 14 (3.16%) VBScript
11 10 (2.26%) R
12 9 (2.03%) Groovy
12 9 (2.03%) C++
13 7 (1.58%) PHP5
14 6 (1.35%) Shell Script
15 5 (1.13%) HiveQL
16 4 (0.90%) PowerShell
17 3 (0.68%) Perl
Qualifications
1 56 (12.64%) Degree
2 13 (2.93%) Microsoft Certification
3 11 (2.48%) MCITP
4 7 (1.58%) Security Cleared
5 4 (0.90%) CIMA
5 4 (0.90%) MBA
5 4 (0.90%) MCTS
6 3 (0.68%) PhD
6 3 (0.68%) SC Cleared
7 1 (0.23%) CCAB
Quality Assurance & Compliance
1 43 (9.71%) QA
2 25 (5.64%) Data Quality
3 23 (5.19%) SLA
4 9 (2.03%) Sarbanes-Oxley
5 5 (1.13%) COBIT
System Software
1 5 (1.13%) Apache Flume
2 2 (0.45%) Active Directory
2 2 (0.45%) VMware Infrastructure
Systems Management
1 6 (1.35%) Control-M
2 2 (0.45%) SCCM
2 2 (0.45%) Puppet
2 2 (0.45%) Opscode Chef
2 2 (0.45%) Systems Management Server (SMS)
3 1 (0.23%) Oracle RMAN
Vendors
1 85 (19.19%) Microsoft
2 82 (18.51%) Oracle
3 43 (9.71%) Informatica
4 36 (8.13%) SAP
5 24 (5.42%) Sybase
5 24 (5.42%) Teradata
6 19 (4.29%) Cognos
7 16 (3.61%) Salesforce.com
8 14 (3.16%) IBM
8 14 (3.16%) Tableau
9 10 (2.26%) Minitab
9 10 (2.26%) Siebel
10 8 (1.81%) Talend
11 7 (1.58%) Trillium
12 5 (1.13%) Hortonworks
12 5 (1.13%) JD Edwards
12 5 (1.13%) WorldPay
13 4 (0.90%) Infobright
13 4 (0.90%) Google
14 3 (0.68%) Facebook
London
First Point
Salary: £45000.00 - £60000.00 per annum
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £60000 - £80000 per annum + benefits
Posted: 2 days ago
Nottingham, Nottinghamshire
Senitor Associates
Salary: £25000 - £28000 per annum + Excellent Benefits Package
Posted: 2 days ago
Gatwick, West Sussex
KPRS
Salary: From £43,000 to £43,000 per annum £43k + excellent benefits package
Posted: 2 days ago
City, London
TEKsystems
Salary: £90 - £95 per annum
Posted: 3 days ago
Lechlade, Gloucestershire
Talent Spa
Salary: £38k - 45k per year
Posted: 3 days ago
City, London
PCR
Salary: £55000 - £60000.00 per annum + 10% Bonus + Benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £75k to £85k + options + benefits
Posted: 4 days ago
Reading, Berkshire
Circle Recruitment
Salary: £30000 - £55000 per annum + package
Posted: 4 days ago
Stirlingshire
Circle Recruitment
Salary: £30000 - £55000 per annum + package
Posted: 4 days ago
Warwick, Warwickshire
ReThink Recruitment
Posted: 5 days ago
London
EXCELerate
Salary: Circa £95k plus Car Allowance, Health Care and Pension
Posted: 5 days ago
London
Tech
Salary: From £60,000 to £80,000 per annum
Posted: 5 days ago
London
Montash
Salary: £110000 - £120000 per annum + 20% bonus + Car
Posted: 6 days ago
Reading, Berkshire
CGI
Salary: £40000 - £50000 per annum + Benefits
Posted: 8 days ago
Chesterfield, Derbyshire
Computer Sciences Corporation
Salary: From £25,000 to £30,000 per annum
Posted: 12 days ago
South East
HP
Salary: Competitive
Posted: 17 days ago
London
EY
Salary: Competitive
Posted: 18 days ago
London
EY
Salary: Competitive
Posted: 18 days ago
South East
HP
Salary: Competitive
Posted: 20 days ago