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

Location
3 months to
7 May 2015
Same period 2014 Same period 2013
Data Transformation
Rank 671 760 750
Rank change year-on-year
+89 -10
Permanent jobs citing Data Transformation 228 177 143
As % of all permanent IT jobs located in the UK 0.21% 0.15% 0.13%
As % of the Processes & Methodologies category 0.25% 0.18% 0.16%
Number of salaries quoted 184 156 108
Average salary £49,000 £50,000 £35,000
Average salary % change year-on-year
-2.00% +42.85%
90% offered a salary of more than £30,000 £32,500 £25,000
10% offered a salary of more than £70,000 £60,500 £57,750
UK excluding London average salary £40,000 £47,500 £30,000
% change year-on-year
-15.78% +58.33%

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
91598 99987 88133
As % of all permanent IT jobs located in the UK 83.34% 82.04% 80.06%
Number of salaries quoted 74162 80730 72429
Average salary £50,000 £47,500 £45,000
Average salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,000 £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

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 7 May 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 7 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
England +64 201 £50,000 - 35
London +50 93 £62,500 +19.04% 19
South East +54 61 £45,000 -5.26% 2
Brighton +24 25 £40,000 - 1
Berkshire +22 25 £60,000 +36.36%
East Sussex +22 25 £40,000 - 2
City of London +26 17 £55,000 -4.34% 9
North West -4 14 £38,500 -30.00% 5
East of England +29 12 £45,000 - 2
West Midlands -3 11 £25,000 -37.50% 2
Reading +4 10 £49,000 +3.15%
Yorkshire +12 9 £34,375 -14.06% 4
Warwickshire - 9 £25,000 -
Scotland +20 8 £37,500 - 3
Hampshire +13 8 £37,500 -16.66%
Cheshire +12 7 £41,750 - 3
Manchester -6 7 £36,000 -34.54% 2
Slough - 7 £60,000 -
West Yorkshire +5 6 £32,597 -18.50% 1
Southampton - 6 £32,500 -
Knutsford - 6 £38,500 - 3
Glasgow +11 4 £35,000 - 1
Bedfordshire +6 4 £47,500 -
Cardiff +4 4 £27,500 - 1
South Wales +2 4 £27,500 - 1
Luton +1 4 £47,500 -
Wales 0 4 £27,500 - 1
Northern Ireland - 4 - -
Peterborough - 4 £26,085 -
Cambridgeshire - 4 £26,085 - 1

Data Transformation
Top 30 Related IT Skills

For the 6 months to 7 May 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.

1 247 (63.50%) SQL
2 171 (43.96%) SQL Server
3 170 (43.70%) ETL
4 168 (43.19%) Data Warehouse
5 136 (34.96%) Finance
5 136 (34.96%) Business Intelligence
6 109 (28.02%) SQL Server Integration Services
7 99 (25.45%) T-SQL
8 81 (20.82%) SQL Server Reporting Services
9 71 (18.25%) SQL Server 2008
10 70 (17.99%) Relational Database
11 68 (17.48%) Performance Tuning
12 66 (16.97%) .NET
13 65 (16.71%) C#
13 65 (16.71%) Big Data
13 65 (16.71%) Analytics
13 65 (16.71%) Analytical Skills
14 64 (16.45%) SQL Server Analysis Services
15 61 (15.68%) Degree
15 61 (15.68%) Oracle
16 60 (15.42%) MS Excel
17 58 (14.91%) Web Services
17 58 (14.91%) XML
18 53 (13.62%) Java
18 53 (13.62%) Data Modelling
18 53 (13.62%) Data Analysis
18 53 (13.62%) Agile Software Development
19 52 (13.37%) Data Integration
19 52 (13.37%) Microsoft
20 51 (13.11%) MySQL

Data Transformation
Top Related IT Skills by Category

For the 6 months to 7 May 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 (4.37%) SAS
2 13 (3.34%) Apache Pig
3 9 (2.31%) Apache Spark
3 9 (2.31%) SharePoint
4 7 (1.80%) Apache
5 6 (1.54%) FormScape
5 6 (1.54%) SharePoint 2010
5 6 (1.54%) SharePoint 2013
6 4 (1.03%) Drupal
6 4 (1.03%) Confluence
6 4 (1.03%) Apache Solr
6 4 (1.03%) CMS
7 3 (0.77%) Oracle Service Bus
8 2 (0.51%) Sonic ESB
8 2 (0.51%) JBoss
9 1 (0.26%) Mule ESB
9 1 (0.26%) IIS
9 1 (0.26%) SharePoint Server
9 1 (0.26%) Mule
Applications
1 60 (15.42%) MS Excel
2 14 (3.60%) MS Visio
3 9 (2.31%) MS Office
4 7 (1.80%) SPSS
5 5 (1.29%) MS Project
5 5 (1.29%) PowerPivot
6 4 (1.03%) MS PowerPoint
7 1 (0.26%) OmniGraffle
Business Applications
1 12 (3.08%) Dynamics CRM
2 8 (2.06%) Dynamics AX
2 8 (2.06%) Dynamics GP
2 8 (2.06%) Dynamics NAV
3 5 (1.29%) Towers Watson Igloo
4 3 (0.77%) Oracle EBS
5 2 (0.51%) Cognos Business Intelligence
5 2 (0.51%) Markit EDM
6 1 (0.26%) Agresso
6 1 (0.26%) Oracle Retail
6 1 (0.26%) SAP Oil and Gas
6 1 (0.26%) Cognos TM1
Cloud Services
1 40 (10.28%) Amazon AWS
2 27 (6.94%) Amazon EMR
3 14 (3.60%) Amazon EC2
3 14 (3.60%) Amazon S3
3 14 (3.60%) Amazon Glacier
4 11 (2.83%) GitHub
5 10 (2.57%) SaaS
6 7 (1.80%) Google Analytics
7 5 (1.29%) IaaS
8 1 (0.26%) Lucidchart
8 1 (0.26%) Microsoft Azure
Communications & Networking
1 14 (3.60%) SSH
2 10 (2.57%) WAN
2 10 (2.57%) LAN
3 7 (1.80%) SAN
3 7 (1.80%) DNS
4 6 (1.54%) PABX
4 6 (1.54%) VoIP
5 5 (1.29%) Internet
5 5 (1.29%) Wi-Fi
5 5 (1.29%) NAS
6 4 (1.03%) Firewall
7 3 (0.77%) Intranet
7 3 (0.77%) DHCP
8 2 (0.51%) TCP/IP
9 1 (0.26%) FTP
Database & Business Intelligence
1 171 (43.96%) SQL Server
2 168 (43.19%) Data Warehouse
3 109 (28.02%) SQL Server Integration Services
4 81 (20.82%) SQL Server Reporting Services
5 71 (18.25%) SQL Server 2008
6 70 (17.99%) Relational Database
7 65 (16.71%) Big Data
8 64 (16.45%) SQL Server Analysis Services
9 51 (13.11%) MySQL
10 41 (10.54%) SQL Server 2005
11 40 (10.28%) DTS
12 39 (10.03%) OLAP
13 29 (7.46%) SQL Server 2012
14 26 (6.68%) Hadoop
15 25 (6.43%) SQL CLR
15 25 (6.43%) Amazon Redshift
16 24 (6.17%) OLTP
17 21 (5.40%) QlikView
18 19 (4.88%) PowerCenter
19 18 (4.63%) Oracle OLAP
Development Applications
1 15 (3.86%) Git (software)
2 13 (3.34%) Talend Open Studio
3 8 (2.06%) JIRA
4 6 (1.54%) Subversion
5 5 (1.29%) TeamCity
6 4 (1.03%) Team Foundation Server
7 3 (0.77%) ERwin
7 3 (0.77%) Visual Studio
7 3 (0.77%) MSBuild
8 2 (0.51%) Maven
8 2 (0.51%) Selenium
8 2 (0.51%) Cucumber
8 2 (0.51%) JUnit
8 2 (0.51%) Eclipse
9 1 (0.26%) SQL Server Management Studio (SSMS)
9 1 (0.26%) Gradle
9 1 (0.26%) Toad
9 1 (0.26%) Ant
9 1 (0.26%) Balsamiq Mockups
General
1 136 (34.96%) Finance
2 46 (11.83%) Marketing
3 33 (8.48%) Games
4 24 (6.17%) Banking
5 17 (4.37%) Retail
6 14 (3.60%) Front Office
6 14 (3.60%) Back Office
7 11 (2.83%) Telecoms
7 11 (2.83%) Law
7 11 (2.83%) Investment Banking
8 9 (2.31%) Legal
9 7 (1.80%) Advertising
10 5 (1.29%) Financial Institution
11 2 (0.51%) Local Government
11 2 (0.51%) Manufacturing
12 1 (0.26%) Electronics
Job Titles
1 163 (41.90%) Developer
2 74 (19.02%) Analyst
3 39 (10.03%) Data Analyst
4 33 (8.48%) SQL Developer
4 33 (8.48%) Consultant
5 32 (8.23%) Senior Developer
6 30 (7.71%) Business Intelligence Developer
7 26 (6.68%) Architect
8 22 (5.66%) DBA
8 22 (5.66%) Business Analyst
9 20 (5.14%) SQL Server Developer
10 18 (4.63%) Administrator
10 18 (4.63%) Oracle Developer
11 16 (4.11%) Business Intelligence Analyst
12 15 (3.86%) Business Developer
12 15 (3.86%) PHP Developer
13 14 (3.60%) Junior
13 14 (3.60%) DevOps Engineer
14 13 (3.34%) ETL Developer
14 13 (3.34%) SQL DBA
Libraries, Frameworks & Software Standards
1 66 (16.97%) .NET
2 58 (14.91%) Web Services
2 58 (14.91%) XML
3 40 (10.28%) SOAP
4 33 (8.48%) RESTful
5 26 (6.68%) HTML
6 23 (5.91%) JSON
7 22 (5.66%) REST
8 19 (4.88%) ASP.NET
9 17 (4.37%) Oracle GoldenGate
10 15 (3.86%) HTML5
11 14 (3.60%) jQuery
11 14 (3.60%) CSS
12 13 (3.34%) Middleware
12 13 (3.34%) CSS3
12 13 (3.34%) MDX
13 12 (3.08%) LAMP
14 11 (2.83%) Kafka
15 8 (2.06%) J2EE
15 8 (2.06%) AngularJS
Miscellaneous
1 65 (16.71%) Analytical Skills
2 52 (13.37%) Data Integration
3 28 (7.20%) Replication
3 28 (7.20%) User Experience
4 19 (4.88%) Visualisation
5 15 (3.86%) Clustering
5 15 (3.86%) Computer Science
6 13 (3.34%) Open Source
7 12 (3.08%) Management Information System
8 9 (2.31%) Enterprise Software
9 8 (2.06%) Hedge funds
10 7 (1.80%) Data Structures
10 7 (1.80%) NHS
10 7 (1.80%) Mathematics
11 6 (1.54%) Market Risk
11 6 (1.54%) BYOD
12 5 (1.29%) Social Media
13 4 (1.03%) Economics
13 4 (1.03%) Credit Risk
13 4 (1.03%) Data Extraction
Operating Systems
1 43 (11.05%) Windows
2 42 (10.80%) UNIX
3 33 (8.48%) Linux
4 6 (1.54%) CentOS
4 6 (1.54%) Debian
5 5 (1.29%) Apple iOS
5 5 (1.29%) Android
6 2 (0.51%) Red Hat Enterprise Linux
6 2 (0.51%) AIX
7 1 (0.26%) Mac OS
7 1 (0.26%) Windows Server 2008
Processes & Methodologies
1 170 (43.70%) ETL
2 136 (34.96%) Business Intelligence
3 68 (17.48%) Performance Tuning
4 65 (16.71%) Analytics
5 53 (13.62%) Data Modelling
5 53 (13.62%) Data Analysis
5 53 (13.62%) Agile Software Development
6 50 (12.85%) Migration
7 35 (9.00%) Project Management
8 33 (8.48%) Data Mapping
9 31 (7.97%) Database Theory
10 29 (7.46%) Data Management
11 25 (6.43%) Scrum
12 24 (6.17%) Stakeholder Management
12 24 (6.17%) CRM
13 21 (5.40%) Dimensional Modelling
13 21 (5.40%) Data Migration
14 20 (5.14%) ERP
14 20 (5.14%) Kimball Methodology
15 19 (4.88%) Disaster Recovery
Programming Languages
1 247 (63.50%) SQL
2 99 (25.45%) T-SQL
3 65 (16.71%) C#
4 53 (13.62%) Java
5 31 (7.97%) Python
5 31 (7.97%) JavaScript
6 24 (6.17%) C
7 20 (5.14%) PHP
7 20 (5.14%) PL/SQL
8 18 (4.63%) Bash Shell
9 17 (4.37%) VBA
10 13 (3.34%) HiveQL
10 13 (3.34%) VBScript
11 10 (2.57%) PHP5
11 10 (2.57%) C++
12 8 (2.06%) PowerShell
13 6 (1.54%) Perl
14 4 (1.03%) VB
15 3 (0.77%) Groovy
16 2 (0.51%) VB6
Qualifications
1 61 (15.68%) Degree
2 7 (1.80%) Microsoft Certification
2 7 (1.80%) PhD
3 5 (1.29%) MCTS
4 4 (1.03%) PRINCE2 Practitioner
4 4 (1.03%) Security Cleared
4 4 (1.03%) MBA
4 4 (1.03%) CIMA
4 4 (1.03%) CCIE
4 4 (1.03%) Cisco Certification
5 3 (0.77%) MCITP
6 2 (0.51%) DV Cleared
6 2 (0.51%) MCP
6 2 (0.51%) MCSA
6 2 (0.51%) ITIL Certification
6 2 (0.51%) ACCA
7 1 (0.26%) ISEB
7 1 (0.26%) CCAB
7 1 (0.26%) ISTQB
Quality Assurance & Compliance
1 50 (12.85%) QA
2 12 (3.08%) SLA
3 9 (2.31%) Data Quality
4 1 (0.26%) Sarbanes-Oxley
System Software
1 14 (3.60%) VMware Infrastructure
2 13 (3.34%) Apache Flume
3 2 (0.51%) Active Directory
Systems Management
1 14 (3.60%) Puppet
1 14 (3.60%) Opscode Chef
2 6 (1.54%) Control-M
3 2 (0.51%) WSUS
Vendors
1 61 (15.68%) Oracle
2 52 (13.37%) Microsoft
3 35 (9.00%) Informatica
4 31 (7.97%) SAP
5 22 (5.66%) Teradata
6 20 (5.14%) Cognos
7 18 (4.63%) Business Objects
8 16 (4.11%) VMware
9 15 (3.86%) Salesforce.com
10 13 (3.34%) Talend
11 12 (3.08%) Google
12 11 (2.83%) Tableau
13 10 (2.57%) ServiceNow
14 8 (2.06%) Minitab
14 8 (2.06%) Siebel
14 8 (2.06%) Red Hat
14 8 (2.06%) JD Edwards
15 7 (1.80%) MicroStrategy
15 7 (1.80%) IBM
15 7 (1.80%) Sybase
London
Ashdown IT
Salary: £35000 - £50000 per annum + generous bonus
Posted: 19 hours ago
Bournemouth, Dorset
Vitality
Salary: Highly Competitive plus benefits and bonus potential
Posted: 20 hours ago
City, London
Randstad Technologies
Salary: £50000.00 per annum
Posted: 21 hours ago
Knutsford, Cheshire
Hays IT
Salary: Benefits
Posted: Yesterday
London
Venturi
Salary: £65000 - £72000 per annum + 20% Bonus + Benefits
Posted: Yesterday
City, London
I.T. Skillfinder
Salary: £60000.0000 - £70000.0000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £45000.00 per annum
Posted: Yesterday
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 45,000
Posted: Yesterday
London
EXCELerate
Salary: Circa £95k plus Car Allowance, Health Care and Pension
Posted: Yesterday
London
EXCELerate
Salary: Circa £85k plus Car Allowance, Health care and pension
Posted: Yesterday
Hull, North Humberside
Senitor Associates
Salary: £28000 - £38000 per annum + Pension, Medical, 25 days
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 6 days ago
Knutsford, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £35000.00 per annum + Benefits
Posted: 6 days ago
London
EY
Salary: Competitive
Posted: 6 days ago
City, London
McGregor Boyall
Salary: £70000 - £90000 per annum + benefits + bonuses
Posted: 6 days ago
Central London / West End
Metro Bank
Salary: Competitive
Posted: 7 days ago
City, London
Lloyds Banking Group
Posted: 7 days ago
City, London
Lloyds Banking Group
Posted: 9 days ago
City, London
Cognizant
Posted: 14 days ago
Cardiff, South Glamorgan
Sanderson
Salary: £30000.00 - £40000.00 per annum + Benefits
Posted: 16 days ago