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

Location
3 months to
27 Jul 2015
Same period 2014 Same period 2013
Data Transformation
Rank 674 733 748
Rank change year-on-year
+59 +15
Permanent jobs citing Data Transformation 224 199 135
As % of all permanent IT jobs located in the UK 0.20% 0.17% 0.12%
As % of the Processes & Methodologies category 0.24% 0.20% 0.15%
Number of salaries quoted 173 168 115
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 £30,300 £34,550 £31,000
10% offered a salary of more than £74,000 £70,000 £56,500
UK excluding London average salary £42,500 £43,750 £41,500
% change year-on-year
-2.85% +5.42%

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
93167 97414 88156
As % of all permanent IT jobs located in the UK 84.86% 82.76% 80.95%
Number of salaries quoted 76230 78594 72151
Average salary £50,000 £48,500 £46,500
Average salary % change year-on-year
+3.09% +4.30%
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 £44,500 £42,500 £41,000
% change year-on-year
+4.70% +3.65%

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 July 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 July 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 +68 214 £49,000 +3.15% 19
London +47 105 £52,500 -4.54% 10
South East +66 58 £45,000 -5.26% 5
City of London +51 53 £57,500 +2.22% 3
Brighton +46 28 £50,000 - 1
East Sussex +37 28 £50,000 - 1
Berkshire +11 18 £49,000 +3.15% 2
Reading +10 18 £49,000 +3.15% 1
West Midlands -11 16 £27,500 -26.66% 1
North West -11 15 £39,250 -28.63% 2
Warwickshire - 11 £25,000 -
Surrey +12 9 £42,500 -
Redhill - 8 £42,500 -
East of England +8 7 £41,250 -2.94%
Cheshire +5 7 £52,500 +37.25% 1
West Yorkshire -3 6 £77,000 +92.50%
Yorkshire -16 6 £77,000 +92.50%
South West -19 6 £52,500 +31.25%
Bradford -19 6 £77,000 +136.92%
Chorley - 6 £31,250 -
Lancashire - 6 £31,250 -
Warrington - 5 £52,500 - 1
Warwick - 4 £30,000 -
Hertfordshire -3 3 £66,250 +47.22%
Coventry -13 3 £41,500 -20.95%
Essex - 3 £40,000 -
Gloucestershire - 3 £31,500 -
Dorset +3 2 £52,500 +61.53%
Bournemouth -1 2 £52,500 +61.53%
Knutsford -2 2 £38,250 +2.00%

Data Transformation
Top 30 Related IT Skills

For the 6 months to 27 July 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.

1 280 (61.67%) SQL
2 211 (46.48%) ETL
3 197 (43.39%) Data Warehouse
4 193 (42.51%) SQL Server
4 193 (42.51%) Finance
5 183 (40.31%) Business Intelligence
6 139 (30.62%) SQL Server Integration Services
7 101 (22.25%) T-SQL
8 94 (20.70%) Analytics
8 94 (20.70%) Analytical Skills
9 91 (20.04%) Data Modelling
10 89 (19.60%) Oracle
11 85 (18.72%) Relational Database
12 83 (18.28%) SQL Server Reporting Services
13 81 (17.84%) SQL Server 2008
14 79 (17.40%) Data Integration
14 79 (17.40%) Microsoft
15 76 (16.74%) Data Analysis
15 76 (16.74%) Performance Tuning
16 73 (16.08%) Degree
16 73 (16.08%) Agile Software Development
17 70 (15.42%) .NET
17 70 (15.42%) C#
17 70 (15.42%) MS Excel
18 69 (15.20%) Big Data
19 68 (14.98%) Marketing
20 66 (14.54%) SQL Server Analysis Services
20 66 (14.54%) Java
21 62 (13.66%) Web Services
22 60 (13.22%) XML

Data Transformation
Top Related IT Skills by Category

For the 6 months to 27 July 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 21 (4.63%) SAS
2 13 (2.86%) Apache Pig
3 12 (2.64%) Apache
4 10 (2.20%) Apache Spark
5 8 (1.76%) SharePoint
6 6 (1.32%) SharePoint 2013
6 6 (1.32%) NetWeaver
6 6 (1.32%) FormScape
6 6 (1.32%) Apache Solr
7 5 (1.10%) Confluence
7 5 (1.10%) SharePoint 2010
7 5 (1.10%) WebSphere
7 5 (1.10%) BizTalk Server
7 5 (1.10%) Tomcat
7 5 (1.10%) WebSphere Application Server
7 5 (1.10%) IIS
8 4 (0.88%) CMS
8 4 (0.88%) Drupal
9 2 (0.44%) Oracle Service Bus
10 1 (0.22%) Adobe Experience Manager
Applications
1 70 (15.42%) MS Excel
2 19 (4.19%) SPSS
3 13 (2.86%) MS Office
4 11 (2.42%) MS PowerPoint
5 2 (0.44%) MS Project
6 1 (0.22%) MS Visio
6 1 (0.22%) OmniGraffle
Business Applications
1 14 (3.08%) Dynamics CRM
2 9 (1.98%) Dynamics AX
3 8 (1.76%) Dynamics GP
3 8 (1.76%) Dynamics NAV
4 5 (1.10%) Markit EDM
5 4 (0.88%) Cognos Business Intelligence
6 3 (0.66%) Oracle EBS
6 3 (0.66%) Cognos TM1
7 2 (0.44%) SAP MDM
7 2 (0.44%) Rolfe and Nolan
8 1 (0.22%) SAP Oil and Gas
8 1 (0.22%) Oracle 11i
Cloud Services
1 47 (10.35%) Amazon AWS
2 27 (5.95%) Amazon EMR
3 14 (3.08%) Amazon Glacier
3 14 (3.08%) Amazon EC2
3 14 (3.08%) Amazon S3
4 11 (2.42%) GitHub
5 7 (1.54%) Google Analytics
6 3 (0.66%) IaaS
7 2 (0.44%) Force.com
7 2 (0.44%) Microsoft Azure
8 1 (0.22%) SaaS
8 1 (0.22%) Lucidchart
Communications & Networking
1 14 (3.08%) SSH
2 7 (1.54%) SAN
3 6 (1.32%) LAN
3 6 (1.32%) VoIP
3 6 (1.32%) WAN
3 6 (1.32%) DNS
3 6 (1.32%) PABX
4 5 (1.10%) SSL
4 5 (1.10%) HTTP
4 5 (1.10%) NAS
4 5 (1.10%) Wi-Fi
5 4 (0.88%) FTP
6 3 (0.66%) Intranet
7 2 (0.44%) Internet
7 2 (0.44%) Firewall
7 2 (0.44%) SMTP
7 2 (0.44%) DHCP
8 1 (0.22%) TCP/IP
Database & Business Intelligence
1 197 (43.39%) Data Warehouse
2 193 (42.51%) SQL Server
3 139 (30.62%) SQL Server Integration Services
4 85 (18.72%) Relational Database
5 83 (18.28%) SQL Server Reporting Services
6 81 (17.84%) SQL Server 2008
7 69 (15.20%) Big Data
8 66 (14.54%) SQL Server Analysis Services
9 48 (10.57%) MySQL
10 44 (9.69%) QlikView
11 43 (9.47%) SQL Server 2005
12 41 (9.03%) DTS
13 39 (8.59%) SQL Server 2012
14 38 (8.37%) Hadoop
15 29 (6.39%) OLAP
16 27 (5.95%) Amazon Redshift
17 26 (5.73%) SQL CLR
18 22 (4.85%) RDBMS
18 22 (4.85%) Microsoft Analysis Services
18 22 (4.85%) PowerCenter
Development Applications
1 14 (3.08%) Talend Open Studio
2 12 (2.64%) Subversion
3 11 (2.42%) Git (software)
4 8 (1.76%) Hudson
4 8 (1.76%) Jenkins
5 7 (1.54%) JIRA
6 6 (1.32%) Gradle
7 5 (1.10%) Eclipse
8 4 (0.88%) Visual Studio
9 3 (0.66%) Maven
9 3 (0.66%) ERwin
9 3 (0.66%) Ant
9 3 (0.66%) JUnit
9 3 (0.66%) MSBuild
9 3 (0.66%) TeamCity
9 3 (0.66%) Cucumber
9 3 (0.66%) Grunt
9 3 (0.66%) Bower
10 2 (0.44%) SQL Server Management Studio (SSMS)
10 2 (0.44%) Team Foundation Server
General
1 193 (42.51%) Finance
2 68 (14.98%) Marketing
3 42 (9.25%) Banking
4 33 (7.27%) Games
5 30 (6.61%) Retail
6 19 (4.19%) Telecoms
7 18 (3.96%) Back Office
8 11 (2.42%) Front Office
8 11 (2.42%) Investment Banking
8 11 (2.42%) Legal
9 6 (1.32%) Law
9 6 (1.32%) Pharmaceutical
9 6 (1.32%) Financial Institution
10 5 (1.10%) Manufacturing
10 5 (1.10%) Advertising
11 1 (0.22%) Publishing
11 1 (0.22%) Local Government
11 1 (0.22%) Electronics
Job Titles
1 186 (40.97%) Developer
2 91 (20.04%) Analyst
3 53 (11.67%) SQL Developer
4 46 (10.13%) Data Analyst
5 43 (9.47%) Consultant
6 36 (7.93%) Senior Developer
7 35 (7.71%) SQL Server Developer
8 33 (7.27%) Business Intelligence Developer
9 29 (6.39%) Architect
10 25 (5.51%) Database Developer
11 23 (5.07%) Business Analyst
12 20 (4.41%) Senior Analyst
12 20 (4.41%) ETL Developer
13 19 (4.19%) Programmer
14 18 (3.96%) DBA
15 17 (3.74%) SQL Database Developer
16 16 (3.52%) Business Intelligence Analyst
16 16 (3.52%) Junior
16 16 (3.52%) Analyst Programmer
16 16 (3.52%) Applications Support
Libraries, Frameworks & Software Standards
1 70 (15.42%) .NET
2 62 (13.66%) Web Services
3 60 (13.22%) XML
4 33 (7.27%) JSON
5 31 (6.83%) SOAP
6 27 (5.95%) HTML
6 27 (5.95%) RESTful
7 22 (4.85%) REST
8 19 (4.19%) HTML5
9 18 (3.96%) CSS
10 17 (3.74%) jQuery
10 17 (3.74%) CSS3
10 17 (3.74%) AngularJS
11 16 (3.52%) Middleware
12 13 (2.86%) MDX
13 12 (2.64%) WCF
13 12 (2.64%) ASP.NET
14 11 (2.42%) Kafka
14 11 (2.42%) KnockoutJS
15 10 (2.20%) Oracle GoldenGate
Miscellaneous
1 94 (20.70%) Analytical Skills
2 79 (17.40%) Data Integration
3 45 (9.91%) Visualisation
4 32 (7.05%) User Experience
5 31 (6.83%) Management Information System
6 27 (5.95%) Computer Science
7 22 (4.85%) Replication
8 12 (2.64%) Data Structures
9 11 (2.42%) Clustering
9 11 (2.42%) Enterprise Software
10 10 (2.20%) Data Extraction
11 9 (1.98%) Mathematics
11 9 (1.98%) Algorithms
12 8 (1.76%) Social Media
13 7 (1.54%) Data Centre
14 6 (1.32%) BYOD
15 5 (1.10%) Market Risk
15 5 (1.10%) Data Conversion
15 5 (1.10%) Economics
15 5 (1.10%) NHS
Operating Systems
1 44 (9.69%) Windows
2 41 (9.03%) UNIX
3 31 (6.83%) Linux
4 10 (2.20%) Apple iOS
5 8 (1.76%) Android
6 5 (1.10%) Red Hat Enterprise Linux
7 3 (0.66%) CentOS
7 3 (0.66%) Ubuntu
8 2 (0.44%) Windows XP
8 2 (0.44%) Windows 8
9 1 (0.22%) Mac OS
Processes & Methodologies
1 211 (46.48%) ETL
2 183 (40.31%) Business Intelligence
3 94 (20.70%) Analytics
4 91 (20.04%) Data Modelling
5 76 (16.74%) Data Analysis
5 76 (16.74%) Performance Tuning
6 73 (16.08%) Agile Software Development
7 55 (12.11%) Migration
8 49 (10.79%) Data Management
9 41 (9.03%) SDLC
10 36 (7.93%) Workflow
11 32 (7.05%) ETL Development
11 32 (7.05%) Database Theory
12 30 (6.61%) ERP
13 28 (6.17%) Project Management
14 27 (5.95%) SOA
14 27 (5.95%) Digital Marketing
14 27 (5.95%) Data Mapping
15 25 (5.51%) CRM
16 24 (5.29%) Data Migration
Programming Languages
1 280 (61.67%) SQL
2 101 (22.25%) T-SQL
3 70 (15.42%) C#
4 66 (14.54%) Java
5 40 (8.81%) Python
6 38 (8.37%) JavaScript
7 25 (5.51%) PHP
7 25 (5.51%) C
8 22 (4.85%) VBA
9 19 (4.19%) VBScript
10 18 (3.96%) VB
10 18 (3.96%) Bash Shell
11 17 (3.74%) PL/SQL
12 13 (2.86%) HiveQL
13 10 (2.20%) R
14 9 (1.98%) Groovy
14 9 (1.98%) C++
15 7 (1.54%) PowerShell
16 6 (1.32%) PHP5
16 6 (1.32%) Perl
Qualifications
1 73 (16.08%) Degree
2 12 (2.64%) Microsoft Certification
3 8 (1.76%) MCITP
4 7 (1.54%) PhD
4 7 (1.54%) Security Cleared
5 6 (1.32%) MCTS
6 4 (0.88%) MBA
6 4 (0.88%) CIMA
7 3 (0.66%) SC Cleared
8 2 (0.44%) MCP
8 2 (0.44%) MCSA
9 1 (0.22%) CCAB
Quality Assurance & Compliance
1 52 (11.45%) QA
2 26 (5.73%) SLA
3 18 (3.96%) Data Quality
4 9 (1.98%) Sarbanes-Oxley
5 1 (0.22%) COBIT
System Software
1 14 (3.08%) VMware Infrastructure
2 13 (2.86%) Apache Flume
3 4 (0.88%) Active Directory
Systems Management
1 14 (3.08%) Puppet
1 14 (3.08%) Opscode Chef
2 6 (1.32%) Control-M
3 2 (0.44%) WSUS
3 2 (0.44%) SCCM
3 2 (0.44%) Systems Management Server (SMS)
Vendors
1 89 (19.60%) Oracle
2 79 (17.40%) Microsoft
3 51 (11.23%) Informatica
4 43 (9.47%) SAP
5 32 (7.05%) Teradata
6 28 (6.17%) Business Objects
7 25 (5.51%) Cognos
8 23 (5.07%) Sybase
9 21 (4.63%) Salesforce.com
10 16 (3.52%) VMware
10 16 (3.52%) Tableau
10 16 (3.52%) IBM
11 14 (3.08%) Talend
12 11 (2.42%) Google
13 10 (2.20%) Minitab
14 9 (1.98%) Siebel
15 8 (1.76%) JD Edwards
16 7 (1.54%) Netezza
16 7 (1.54%) Facebook
16 7 (1.54%) Trillium
Warrington, Cheshire
Essential Recruitment
Salary: bonus + Benefits
Posted: 4 hours ago
London
Tech
Salary: From £70,000 to £85,000 per annum
Posted: 15 hours ago
Nottingham, Nottinghamshire
Senitor Associates
Salary: £25000 - £28000 per annum + Excellent Benefits Package
Posted: 3 days ago
Gatwick, West Sussex
KPRS
Salary: From £43,000 to £43,000 per annum £43k + excellent benefits package
Posted: 4 days ago
Gatwick, West Sussex
KPRS
Salary: Negotiable
Posted: 5 days ago
City, London
LEXSTRA
Salary: £55000 - £60000 per annum + Excellent Benefits
Posted: 5 days ago
Brighton, East Sussex
RecruitmentRevolution.com Limited
Salary: From £50,000 to £60,000 per annum + Benefits
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: 7 days ago
London
EY
Salary: Competitive
Posted: 14 days ago
London
EY
Salary: Competitive
Posted: 14 days ago
Reading, Berkshire
CGI
Salary: £40000 - £50000 per annum + Benefits
Posted: 27 days ago