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

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Data Transformation
Rank 688 729 755
Rank change year-on-year
+41 +26
Permanent jobs citing Data Transformation 217 211 129
As % of all permanent IT jobs located in the UK 0.20% 0.18% 0.12%
As % of the Processes & Methodologies category 0.23% 0.22% 0.15%
Number of salaries quoted 170 183 106
Average salary £47,500 £47,500 £40,000
Average salary % change year-on-year
- +18.75%
90% offered a salary of more than £30,000 £37,500 £30,000
10% offered a salary of more than £75,000 £70,000 £55,300
UK excluding London average salary £42,500 £45,000 £38,500
% change year-on-year
-5.55% +16.88%

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
93605 97685 87746
As % of all permanent IT jobs located in the UK 84.58% 82.72% 80.80%
Number of salaries quoted 76475 79074 72329
Average salary £50,000 £48,558 £45,500
Average salary % change year-on-year
+2.96% +6.72%
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 £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 3 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 3 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 +23 197 £49,000 -2.00% 31
London +35 99 £60,000 +4.34% 21
South East +42 54 £45,000 -5.26% 3
City of London +47 37 £52,500 -8.69% 13
Brighton +53 29 £45,000 -
East Sussex +50 29 £45,000 -
Reading +11 18 £49,000 +3.15% 2
Berkshire +10 18 £49,000 +3.15% 2
West Midlands -3 17 £25,000 -35.48% 1
Warwickshire - 12 £25,000 -
East of England +5 11 £38,750 -8.82% 1
North West -19 7 £48,750 -11.36% 1
Surrey +15 6 £42,500 -
Cheshire -1 5 £52,500 +37.25%
Cambridgeshire - 5 £34,292 -
Redhill - 5 £42,500 -
South Wales +4 4 £28,250 +2.72% 1
Wales -4 4 £28,250 +2.72% 1
Cardiff -5 4 £28,250 +2.72% 1
South West -6 4 £42,000 -21.86% 1
West Yorkshire -15 4 £77,000 +92.50% 3
Yorkshire -17 4 £77,000 +92.50% 3
Bradford -22 4 £77,000 +113.88% 2
County Antrim - 4 - -
Belfast - 4 - -
Peterborough - 4 £26,085 -
Northern Ireland - 4 - -
Scotland - 4 £38,750 -
Coventry -10 3 £41,500 -20.95%
Warrington - 3 £52,500 -

Data Transformation
Top 30 Related IT Skills

For the 6 months to 3 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.

1 267 (61.24%) SQL
2 195 (44.72%) Data Warehouse
3 190 (43.58%) ETL
4 186 (42.66%) SQL Server
5 169 (38.76%) Finance
6 163 (37.39%) Business Intelligence
7 124 (28.44%) SQL Server Integration Services
8 97 (22.25%) T-SQL
9 88 (20.18%) Analytics
10 84 (19.27%) Analytical Skills
11 82 (18.81%) Oracle
12 81 (18.58%) Relational Database
13 80 (18.35%) SQL Server Reporting Services
14 78 (17.89%) Data Modelling
15 77 (17.66%) Performance Tuning
16 75 (17.20%) Degree
16 75 (17.20%) SQL Server 2008
17 74 (16.97%) Data Analysis
18 72 (16.51%) C#
19 71 (16.28%) .NET
20 70 (16.06%) Data Integration
21 69 (15.83%) Big Data
22 68 (15.60%) SQL Server Analysis Services
23 67 (15.37%) Microsoft
24 66 (15.14%) MS Excel
24 66 (15.14%) Agile Software Development
25 62 (14.22%) Marketing
26 61 (13.99%) Java
27 58 (13.30%) Web Services
28 57 (13.07%) Migration

Data Transformation
Top Related IT Skills by Category

For the 6 months to 3 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 (4.82%) SAS
2 13 (2.98%) Apache Pig
3 10 (2.29%) Apache Spark
4 8 (1.83%) SharePoint
5 7 (1.61%) Apache
6 6 (1.38%) FormScape
6 6 (1.38%) Apache Solr
6 6 (1.38%) SharePoint 2013
7 5 (1.15%) Confluence
7 5 (1.15%) SharePoint 2010
8 3 (0.69%) Oracle Service Bus
8 3 (0.69%) Drupal
8 3 (0.69%) IIS
8 3 (0.69%) BizTalk Server
8 3 (0.69%) CMS
9 2 (0.46%) NetWeaver
9 2 (0.46%) WebSphere Application Server
9 2 (0.46%) Tomcat
9 2 (0.46%) WebSphere
10 1 (0.23%) Mule
Applications
1 66 (15.14%) MS Excel
2 17 (3.90%) SPSS
3 12 (2.75%) MS Office
4 6 (1.38%) MS Visio
4 6 (1.38%) MS PowerPoint
5 4 (0.92%) MS Project
6 1 (0.23%) OmniGraffle
6 1 (0.23%) PowerPivot
Business Applications
1 15 (3.44%) Dynamics CRM
2 9 (2.06%) Dynamics AX
3 8 (1.83%) Dynamics GP
3 8 (1.83%) Dynamics NAV
4 5 (1.15%) Markit EDM
5 4 (0.92%) Cognos Business Intelligence
6 3 (0.69%) Oracle EBS
6 3 (0.69%) Cognos TM1
6 3 (0.69%) Towers Watson Igloo
7 2 (0.46%) Rolfe and Nolan
8 1 (0.23%) SAP Oil and Gas
8 1 (0.23%) SAP MDM
8 1 (0.23%) Agresso
Cloud Services
1 44 (10.09%) Amazon AWS
2 27 (6.19%) Amazon EMR
3 14 (3.21%) Amazon Glacier
3 14 (3.21%) Amazon EC2
3 14 (3.21%) Amazon S3
4 11 (2.52%) GitHub
5 7 (1.61%) Google Analytics
6 4 (0.92%) IaaS
6 4 (0.92%) SaaS
7 2 (0.46%) Force.com
7 2 (0.46%) Microsoft Azure
8 1 (0.23%) Lucidchart
Communications & Networking
1 14 (3.21%) SSH
2 8 (1.83%) LAN
2 8 (1.83%) WAN
3 7 (1.61%) SAN
4 6 (1.38%) PABX
4 6 (1.38%) VoIP
5 5 (1.15%) DNS
5 5 (1.15%) Wi-Fi
5 5 (1.15%) NAS
6 4 (0.92%) FTP
7 3 (0.69%) Intranet
7 3 (0.69%) Internet
8 2 (0.46%) Firewall
8 2 (0.46%) HTTP
8 2 (0.46%) SSL
8 2 (0.46%) DHCP
9 1 (0.23%) TCP/IP
Database & Business Intelligence
1 195 (44.72%) Data Warehouse
2 186 (42.66%) SQL Server
3 124 (28.44%) SQL Server Integration Services
4 81 (18.58%) Relational Database
5 80 (18.35%) SQL Server Reporting Services
6 75 (17.20%) SQL Server 2008
7 69 (15.83%) Big Data
8 68 (15.60%) SQL Server Analysis Services
9 47 (10.78%) SQL Server 2005
10 44 (10.09%) MySQL
11 40 (9.17%) DTS
12 35 (8.03%) QlikView
13 32 (7.34%) SQL Server 2012
13 32 (7.34%) Hadoop
14 31 (7.11%) OLAP
15 28 (6.42%) SQL CLR
16 26 (5.96%) Amazon Redshift
17 22 (5.05%) Microsoft Analysis Services
18 19 (4.36%) OLTP
19 18 (4.13%) PowerCenter
Development Applications
1 14 (3.21%) Talend Open Studio
2 13 (2.98%) Git (software)
3 8 (1.83%) Subversion
4 6 (1.38%) Gradle
5 5 (1.15%) Jenkins
5 5 (1.15%) JIRA
5 5 (1.15%) Hudson
6 4 (0.92%) Visual Studio
7 3 (0.69%) Ant
7 3 (0.69%) JUnit
7 3 (0.69%) Maven
7 3 (0.69%) MSBuild
7 3 (0.69%) TeamCity
7 3 (0.69%) Grunt
7 3 (0.69%) Bower
7 3 (0.69%) SQL Server Management Studio (SSMS)
7 3 (0.69%) Cucumber
8 2 (0.46%) Team Foundation Server
8 2 (0.46%) ERwin
8 2 (0.46%) Eclipse
General
1 169 (38.76%) Finance
2 62 (14.22%) Marketing
3 36 (8.26%) Banking
4 33 (7.57%) Games
5 25 (5.73%) Retail
6 16 (3.67%) Back Office
7 13 (2.98%) Investment Banking
8 12 (2.75%) Telecoms
9 11 (2.52%) Front Office
9 11 (2.52%) Legal
10 8 (1.83%) Advertising
11 7 (1.61%) Law
12 6 (1.38%) Financial Institution
13 4 (0.92%) Manufacturing
14 2 (0.46%) Local Government
14 2 (0.46%) Pharmaceutical
15 1 (0.23%) Electronics
Job Titles
1 173 (39.68%) Developer
2 92 (21.10%) Analyst
3 43 (9.86%) Data Analyst
4 42 (9.63%) SQL Developer
5 37 (8.49%) Consultant
6 36 (8.26%) Senior Developer
7 33 (7.57%) Business Intelligence Developer
8 29 (6.65%) SQL Server Developer
9 26 (5.96%) Business Analyst
10 24 (5.50%) Architect
11 20 (4.59%) Database Developer
12 19 (4.36%) Administrator
12 19 (4.36%) DBA
13 17 (3.90%) Junior
13 17 (3.90%) Business Intelligence Analyst
14 16 (3.67%) Project Manager
14 16 (3.67%) Business Developer
14 16 (3.67%) Programmer
14 16 (3.67%) Applications Support
14 16 (3.67%) Senior Analyst
Libraries, Frameworks & Software Standards
1 71 (16.28%) .NET
2 58 (13.30%) Web Services
3 56 (12.84%) XML
4 33 (7.57%) SOAP
5 30 (6.88%) JSON
6 29 (6.65%) RESTful
7 27 (6.19%) HTML
8 19 (4.36%) REST
9 16 (3.67%) HTML5
9 16 (3.67%) jQuery
10 15 (3.44%) ASP.NET
10 15 (3.44%) CSS
11 14 (3.21%) CSS3
12 13 (2.98%) Middleware
12 13 (2.98%) MDX
13 12 (2.75%) AngularJS
13 12 (2.75%) Oracle GoldenGate
14 11 (2.52%) Kafka
15 10 (2.29%) WCF
16 8 (1.83%) LAMP
Miscellaneous
1 84 (19.27%) Analytical Skills
2 70 (16.06%) Data Integration
3 43 (9.86%) Visualisation
4 30 (6.88%) User Experience
5 25 (5.73%) Computer Science
6 21 (4.82%) Replication
7 20 (4.59%) Management Information System
8 14 (3.21%) Clustering
9 12 (2.75%) Data Structures
10 11 (2.52%) Enterprise Software
11 9 (2.06%) Mathematics
11 9 (2.06%) Data Centre
12 8 (1.83%) Algorithms
12 8 (1.83%) Social Media
13 7 (1.61%) Data Extraction
14 6 (1.38%) BYOD
14 6 (1.38%) Hedge funds
15 5 (1.15%) Market Risk
15 5 (1.15%) Economics
15 5 (1.15%) NHS
Operating Systems
1 44 (10.09%) Windows
2 39 (8.94%) UNIX
3 29 (6.65%) Linux
4 10 (2.29%) Apple iOS
5 8 (1.83%) Android
6 6 (1.38%) CentOS
7 5 (1.15%) Red Hat Enterprise Linux
8 3 (0.69%) Debian
8 3 (0.69%) Ubuntu
9 1 (0.23%) Mac OS
Processes & Methodologies
1 190 (43.58%) ETL
2 163 (37.39%) Business Intelligence
3 88 (20.18%) Analytics
4 78 (17.89%) Data Modelling
5 77 (17.66%) Performance Tuning
6 74 (16.97%) Data Analysis
7 66 (15.14%) Agile Software Development
8 57 (13.07%) Migration
9 42 (9.63%) SDLC
10 36 (8.26%) Data Management
11 34 (7.80%) Database Theory
12 33 (7.57%) Project Management
13 29 (6.65%) Workflow
14 27 (6.19%) ERP
15 26 (5.96%) Disaster Recovery
15 26 (5.96%) Scrum
16 25 (5.73%) CRM
17 24 (5.50%) ETL Development
17 24 (5.50%) Data Mapping
18 23 (5.28%) Data Migration
Programming Languages
1 267 (61.24%) SQL
2 97 (22.25%) T-SQL
3 72 (16.51%) C#
4 61 (13.99%) Java
5 38 (8.72%) Python
6 35 (8.03%) JavaScript
7 25 (5.73%) C
8 23 (5.28%) VBA
9 22 (5.05%) PHP
10 19 (4.36%) VBScript
11 18 (4.13%) PL/SQL
11 18 (4.13%) Bash Shell
12 13 (2.98%) HiveQL
13 9 (2.06%) R
13 9 (2.06%) PowerShell
13 9 (2.06%) VB
13 9 (2.06%) C++
14 7 (1.61%) Groovy
15 6 (1.38%) PHP5
15 6 (1.38%) Perl
Qualifications
1 75 (17.20%) Degree
2 8 (1.83%) Security Cleared
2 8 (1.83%) Microsoft Certification
3 7 (1.61%) PhD
4 6 (1.38%) MCTS
5 4 (0.92%) MCITP
5 4 (0.92%) CIMA
5 4 (0.92%) MBA
6 3 (0.69%) SC Cleared
7 2 (0.46%) PRINCE2 Practitioner
7 2 (0.46%) Cisco Certification
7 2 (0.46%) CCIE
7 2 (0.46%) MCP
7 2 (0.46%) MCSA
8 1 (0.23%) ISEB
8 1 (0.23%) CCAB
8 1 (0.23%) ISTQB
8 1 (0.23%) DV Cleared
Quality Assurance & Compliance
1 56 (12.84%) QA
2 26 (5.96%) SLA
3 10 (2.29%) Data Quality
4 9 (2.06%) Sarbanes-Oxley
System Software
1 14 (3.21%) VMware Infrastructure
2 13 (2.98%) Apache Flume
3 2 (0.46%) Active Directory
Systems Management
1 14 (3.21%) Puppet
1 14 (3.21%) Opscode Chef
2 6 (1.38%) Control-M
3 2 (0.46%) WSUS
Vendors
1 82 (18.81%) Oracle
2 67 (15.37%) Microsoft
3 45 (10.32%) Informatica
4 37 (8.49%) SAP
5 27 (6.19%) Teradata
6 25 (5.73%) Cognos
6 25 (5.73%) Business Objects
7 19 (4.36%) Salesforce.com
8 18 (4.13%) Sybase
9 16 (3.67%) VMware
9 16 (3.67%) Tableau
10 14 (3.21%) Talend
11 11 (2.52%) Google
12 10 (2.29%) Minitab
13 9 (2.06%) IBM
14 8 (1.83%) JD Edwards
15 7 (1.61%) Netezza
15 7 (1.61%) Facebook
16 6 (1.38%) Greenplum
16 6 (1.38%) MicroStrategy
City, London
Salt
Salary: £50000 - £60000 per annum + 10% Bonus
Posted: 11 hours ago
City, London
DawsonHill
Salary: From £45,000 to £60,000 per annum Private health insurance + Lifestyle
Posted: 15 hours ago
London
PSD Group - London
Salary: £50k + 18% Pension + benefits
Posted: Yesterday
City, London
Ashdown IT
Salary: £35000 - £50000 per annum + bonus
Posted: Yesterday
Bradford, Yorkshire
Tata Consultancy services
Salary: £65,000 - £90,000 per year
Posted: Yesterday
City, London
LEXSTRA
Salary: £55000 - £60000 per annum + Excellent Benefits
Posted: 2 days ago
Reading, Berkshire
Circle Recruitment
Salary: £50000 - £55000 per annum + Bonus, Pension, Healthcare
Posted: 2 days ago
City, London
RecruitmentRevolution.com Limited
Salary: Competitive Salary plus Benefits
Posted: 3 days ago
London
EXCELerate
Salary: Circa £95k plus Car Allowance, Health Care and Pension
Posted: 3 days ago
City, London
Lawrence Harvey Enterprise
Salary: £55000.00 - £60000.00 per annum + Benefits
Posted: 3 days ago
Reading, Berkshire
CGI
Salary: £40000 - £50000 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Sky Bet
Salary: Competitive
Posted: 4 days ago
London
PCR
Salary: £60000 - £80000 per annum + bens
Posted: 6 days ago
City, London
Metro Bank
Salary: Competitive
Posted: 10 days ago
Crawley
Bluefire Consulting
Salary: £350 per day
Posted: 11 days ago
City, London
Lloyds Banking Group
Posted: 15 days ago
Bradford, Yorkshire
Tata Consultancy services
Salary: £65,000 - £90,000 per year
Posted: 15 days ago
City, London
Lloyds Banking Group
Posted: 16 days ago
London
EY
Salary: Competitive
Posted: 22 days ago
London
EY
Salary: Competitive
Posted: 22 days ago