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

Location
3 months to
7 Jul 2015
Same period 2014 Same period 2013
Data Transformation
Rank 682 709 733
Rank change year-on-year
+27 +24
Permanent jobs citing Data Transformation 201 199 124
As % of all permanent IT jobs located in England 0.20% 0.18% 0.12%
As % of the Processes & Methodologies category 0.23% 0.22% 0.15%
Number of salaries quoted 157 170 102
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 £30,000
10% offered a salary of more than £75,000 £70,000 £55,700
UK excluding London average salary £42,500 £45,000 £38,500
% change year-on-year
-5.55% +16.88%
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
86254 90952 83241
As % of all permanent IT jobs located in England 84.49% 82.73% 80.93%
Number of salaries quoted 71278 74182 69352
Average salary £50,000 £50,000 £47,000
Average salary % change year-on-year
- +6.38%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £72,500 £74,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 7 July 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 7 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
London +51 102 £57,500 - 18
South East +52 54 £45,000 -5.26% 5
West Midlands -10 17 £25,000 -33.33%
East of England +3 11 £37,500 -11.76% 2
North West -2 8 £52,500 -4.54% 2
Yorkshire -8 4 £77,000 +92.50% 2
South West -14 4 £42,000 -20.00%
East Midlands -3 1 - -
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 7 July 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.

1 241 (59.36%) SQL
2 180 (44.33%) ETL
3 179 (44.09%) Data Warehouse
4 175 (43.10%) SQL Server
5 160 (39.41%) Finance
6 148 (36.45%) Business Intelligence
7 114 (28.08%) SQL Server Integration Services
8 87 (21.43%) T-SQL
9 84 (20.69%) Analytics
10 83 (20.44%) Oracle
11 77 (18.97%) Analytical Skills
12 76 (18.72%) Relational Database
13 74 (18.23%) SQL Server 2008
14 73 (17.98%) C#
15 72 (17.73%) .NET
15 72 (17.73%) Performance Tuning
16 71 (17.49%) Data Modelling
16 71 (17.49%) Agile Software Development
16 71 (17.49%) Data Integration
17 69 (17.00%) Big Data
18 65 (16.01%) Data Analysis
19 63 (15.52%) SQL Server Reporting Services
20 61 (15.02%) Degree
20 61 (15.02%) SQL Server Analysis Services
21 60 (14.78%) Microsoft
22 59 (14.53%) MS Excel
22 59 (14.53%) Web Services
23 58 (14.29%) Java
24 56 (13.79%) QA
24 56 (13.79%) Marketing

Data Transformation
Top Related IT Skills in England by Category

For the 6 months to 7 July 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 21 (5.17%) SAS
2 13 (3.20%) Apache Pig
3 10 (2.46%) Apache Spark
4 8 (1.97%) SharePoint
4 8 (1.97%) Apache
5 6 (1.48%) FormScape
5 6 (1.48%) Apache Solr
5 6 (1.48%) SharePoint 2013
6 5 (1.23%) Confluence
6 5 (1.23%) SharePoint 2010
7 4 (0.99%) BizTalk Server
8 3 (0.74%) CMS
8 3 (0.74%) Tomcat
8 3 (0.74%) WebSphere Application Server
8 3 (0.74%) IIS
8 3 (0.74%) Oracle Service Bus
8 3 (0.74%) WebSphere
8 3 (0.74%) Drupal
9 2 (0.49%) NetWeaver
10 1 (0.25%) SharePoint Server
Applications
1 59 (14.53%) MS Excel
2 17 (4.19%) SPSS
3 8 (1.97%) MS Office
4 6 (1.48%) MS Visio
4 6 (1.48%) MS PowerPoint
5 3 (0.74%) MS Project
6 1 (0.25%) OmniGraffle
Business Applications
1 15 (3.69%) Dynamics CRM
2 9 (2.22%) Dynamics AX
3 8 (1.97%) Dynamics GP
3 8 (1.97%) Dynamics NAV
4 5 (1.23%) Markit EDM
5 4 (0.99%) Cognos Business Intelligence
6 3 (0.74%) Oracle EBS
6 3 (0.74%) Towers Watson Igloo
6 3 (0.74%) Cognos TM1
7 2 (0.49%) Rolfe and Nolan
8 1 (0.25%) SAP MDM
8 1 (0.25%) Oracle 11i
8 1 (0.25%) Agresso
8 1 (0.25%) SAP Oil and Gas
Cloud Services
1 45 (11.08%) Amazon AWS
2 27 (6.65%) Amazon EMR
3 14 (3.45%) Amazon Glacier
3 14 (3.45%) Amazon EC2
3 14 (3.45%) Amazon S3
4 11 (2.71%) GitHub
5 7 (1.72%) Google Analytics
6 4 (0.99%) IaaS
6 4 (0.99%) SaaS
7 2 (0.49%) Force.com
7 2 (0.49%) Microsoft Azure
8 1 (0.25%) Lucidchart
Communications & Networking
1 14 (3.45%) SSH
2 8 (1.97%) LAN
2 8 (1.97%) WAN
3 7 (1.72%) SAN
4 6 (1.48%) PABX
4 6 (1.48%) VoIP
5 5 (1.23%) DNS
5 5 (1.23%) Wi-Fi
5 5 (1.23%) NAS
6 4 (0.99%) FTP
7 3 (0.74%) HTTP
7 3 (0.74%) SSL
7 3 (0.74%) Intranet
7 3 (0.74%) Internet
8 2 (0.49%) Firewall
8 2 (0.49%) DHCP
9 1 (0.25%) TCP/IP
Database & Business Intelligence
1 179 (44.09%) Data Warehouse
2 175 (43.10%) SQL Server
3 114 (28.08%) SQL Server Integration Services
4 76 (18.72%) Relational Database
5 74 (18.23%) SQL Server 2008
6 69 (17.00%) Big Data
7 63 (15.52%) SQL Server Reporting Services
8 61 (15.02%) SQL Server Analysis Services
9 46 (11.33%) SQL Server 2005
10 40 (9.85%) DTS
11 33 (8.13%) SQL Server 2012
12 31 (7.64%) QlikView
12 31 (7.64%) MySQL
12 31 (7.64%) OLAP
13 29 (7.14%) Hadoop
14 28 (6.90%) SQL CLR
15 26 (6.40%) Amazon Redshift
16 19 (4.68%) OLTP
16 19 (4.68%) PowerCenter
17 18 (4.43%) Microsoft Analysis Services
Development Applications
1 14 (3.45%) Talend Open Studio
2 9 (2.22%) Subversion
3 6 (1.48%) JIRA
3 6 (1.48%) Gradle
4 5 (1.23%) Jenkins
4 5 (1.23%) Hudson
4 5 (1.23%) Git (software)
5 4 (0.99%) Visual Studio
6 3 (0.74%) Eclipse
6 3 (0.74%) Maven
6 3 (0.74%) Ant
6 3 (0.74%) JUnit
6 3 (0.74%) Cucumber
6 3 (0.74%) TeamCity
6 3 (0.74%) MSBuild
6 3 (0.74%) Grunt
6 3 (0.74%) Bower
7 2 (0.49%) SQL Server Management Studio (SSMS)
7 2 (0.49%) Team Foundation Server
8 1 (0.25%) Mockito
General
1 160 (39.41%) Finance
2 56 (13.79%) Marketing
3 35 (8.62%) Banking
4 33 (8.13%) Games
5 22 (5.42%) Retail
6 16 (3.94%) Back Office
7 13 (3.20%) Investment Banking
8 11 (2.71%) Legal
8 11 (2.71%) Front Office
9 8 (1.97%) Advertising
10 7 (1.72%) Telecoms
10 7 (1.72%) Law
11 6 (1.48%) Financial Institution
12 4 (0.99%) Manufacturing
13 2 (0.49%) Local Government
13 2 (0.49%) Pharmaceutical
14 1 (0.25%) Electronics
Job Titles
1 162 (39.90%) Developer
2 81 (19.95%) Analyst
3 45 (11.08%) SQL Developer
4 44 (10.84%) Data Analyst
5 35 (8.62%) Senior Developer
6 32 (7.88%) Consultant
6 32 (7.88%) Business Intelligence Developer
7 30 (7.39%) SQL Server Developer
8 24 (5.91%) Architect
9 20 (4.93%) Database Developer
10 19 (4.68%) Business Analyst
10 19 (4.68%) Administrator
10 19 (4.68%) DBA
11 16 (3.94%) Programmer
11 16 (3.94%) Applications Support
11 16 (3.94%) Oracle Developer
12 15 (3.69%) Support Consultant
12 15 (3.69%) Senior Analyst
12 15 (3.69%) Applications Consultant
12 15 (3.69%) Business Developer
Libraries, Frameworks & Software Standards
1 72 (17.73%) .NET
2 59 (14.53%) Web Services
3 49 (12.07%) XML
4 25 (6.16%) SOAP
5 23 (5.67%) JSON
6 21 (5.17%) HTML
6 21 (5.17%) RESTful
7 16 (3.94%) jQuery
8 15 (3.69%) ASP.NET
9 14 (3.45%) Middleware
10 13 (3.20%) MDX
10 13 (3.20%) REST
11 12 (2.96%) AngularJS
11 12 (2.96%) Oracle GoldenGate
12 11 (2.71%) Kafka
12 11 (2.71%) WCF
13 10 (2.46%) HTML5
14 9 (2.22%) CSS
15 8 (1.97%) CSS3
15 8 (1.97%) KnockoutJS
Miscellaneous
1 77 (18.97%) Analytical Skills
2 71 (17.49%) Data Integration
3 40 (9.85%) Visualisation
4 31 (7.64%) User Experience
5 26 (6.40%) Computer Science
6 21 (5.17%) Replication
7 16 (3.94%) Management Information System
8 14 (3.45%) Clustering
9 12 (2.96%) Enterprise Software
10 11 (2.71%) Data Structures
11 9 (2.22%) Mathematics
11 9 (2.22%) Data Centre
12 6 (1.48%) BYOD
12 6 (1.48%) Hedge funds
13 5 (1.23%) Market Risk
14 4 (0.99%) Credit Risk
14 4 (0.99%) Social Media
14 4 (0.99%) Data Extraction
14 4 (0.99%) Algorithms
14 4 (0.99%) Derivative
Operating Systems
1 41 (10.10%) UNIX
1 41 (10.10%) Windows
2 24 (5.91%) Linux
3 10 (2.46%) Apple iOS
4 8 (1.97%) Android
5 6 (1.48%) CentOS
6 5 (1.23%) Red Hat Enterprise Linux
7 3 (0.74%) Debian
7 3 (0.74%) Ubuntu
8 1 (0.25%) Mac OS
Processes & Methodologies
1 180 (44.33%) ETL
2 148 (36.45%) Business Intelligence
3 84 (20.69%) Analytics
4 72 (17.73%) Performance Tuning
5 71 (17.49%) Data Modelling
5 71 (17.49%) Agile Software Development
6 65 (16.01%) Data Analysis
7 50 (12.32%) Migration
8 36 (8.87%) SDLC
9 34 (8.37%) Database Theory
10 31 (7.64%) Project Management
11 29 (7.14%) Workflow
12 27 (6.65%) ERP
12 27 (6.65%) ETL Development
13 26 (6.40%) Disaster Recovery
14 25 (6.16%) CRM
14 25 (6.16%) Data Management
15 22 (5.42%) Digital Marketing
15 22 (5.42%) SOA
16 19 (4.68%) Relational Database Theory
Programming Languages
1 241 (59.36%) SQL
2 87 (21.43%) T-SQL
3 73 (17.98%) C#
4 58 (14.29%) Java
5 33 (8.13%) Python
6 30 (7.39%) JavaScript
7 26 (6.40%) C
8 19 (4.68%) VBA
8 19 (4.68%) VBScript
9 18 (4.43%) PL/SQL
9 18 (4.43%) Bash Shell
10 15 (3.69%) PHP
11 13 (3.20%) HiveQL
12 10 (2.46%) VB
13 9 (2.22%) PowerShell
14 8 (1.97%) Groovy
14 8 (1.97%) R
15 6 (1.48%) Perl
15 6 (1.48%) C++
16 4 (0.99%) Shell Script
Qualifications
1 61 (15.02%) Degree
2 8 (1.97%) Security Cleared
2 8 (1.97%) Microsoft Certification
3 7 (1.72%) PhD
4 6 (1.48%) MCTS
5 4 (0.99%) MCITP
6 3 (0.74%) SC Cleared
7 2 (0.49%) PRINCE2 Practitioner
7 2 (0.49%) Cisco Certification
7 2 (0.49%) CCIE
7 2 (0.49%) MCP
7 2 (0.49%) MCSA
8 1 (0.25%) ISEB
8 1 (0.25%) ISTQB
8 1 (0.25%) DV Cleared
Quality Assurance & Compliance
1 56 (13.79%) QA
2 26 (6.40%) SLA
3 12 (2.96%) Data Quality
4 9 (2.22%) Sarbanes-Oxley
System Software
1 14 (3.45%) VMware Infrastructure
2 13 (3.20%) Apache Flume
3 2 (0.49%) Active Directory
Systems Management
1 14 (3.45%) Puppet
1 14 (3.45%) Opscode Chef
2 6 (1.48%) Control-M
3 2 (0.49%) WSUS
Vendors
1 83 (20.44%) Oracle
2 60 (14.78%) Microsoft
3 46 (11.33%) Informatica
4 32 (7.88%) SAP
5 25 (6.16%) Cognos
5 25 (6.16%) Teradata
6 19 (4.68%) Salesforce.com
7 18 (4.43%) Sybase
7 18 (4.43%) Business Objects
8 16 (3.94%) VMware
9 14 (3.45%) Talend
10 11 (2.71%) Tableau
10 11 (2.71%) Google
11 10 (2.46%) Minitab
11 10 (2.46%) IBM
12 8 (1.97%) JD Edwards
13 7 (1.72%) Facebook
13 7 (1.72%) Netezza
14 6 (1.48%) Greenplum
14 6 (1.48%) Birst
London
EXCELerate
Salary: Circa £85k plus Car Allowance, Health care and pension
Posted: 3 hours ago
Bedfordshire
EasyWebRecruitment.com
Salary: £30k - £35k
Posted: 22 hours ago
City, London
Lawrence Harvey Enterprise
Salary: £55000.00 - £60000.00 per annum + Benefits
Posted: 3 days ago
City, London
Salt
Salary: £50000 - £60000 per annum + 10% Bonus
Posted: 3 days ago
City, London
DawsonHill
Salary: From £45,000 to £60,000 per annum Private health insurance + Lifestyle
Posted: 4 days ago
City, London
Ashdown IT
Salary: £35000 - £50000 per annum + bonus
Posted: 5 days ago
Bradford, Yorkshire
Tata Consultancy services
Salary: £65,000 - £90,000 per year
Posted: 5 days ago
City, London
LEXSTRA
Salary: £55000 - £60000 per annum + Excellent Benefits
Posted: 5 days ago
Reading, Berkshire
Circle Recruitment
Salary: £50000 - £55000 per annum + Bonus, Pension, Healthcare
Posted: 6 days ago
City, London
RecruitmentRevolution.com Limited
Salary: Competitive Salary plus Benefits
Posted: 6 days ago
London
EXCELerate
Salary: Circa £95k plus Car Allowance, Health Care and Pension
Posted: 6 days ago
Reading, Berkshire
CGI
Salary: £40000 - £50000 per annum + Benefits
Posted: 6 days ago
City, London
Metro Bank
Salary: Competitive
Posted: 13 days ago
Crawley
Bluefire Consulting
Salary: £350 per day
Posted: 14 days ago
City, London
Lloyds Banking Group
Posted: 19 days ago
Bradford, Yorkshire
Tata Consultancy services
Salary: £65,000 - £90,000 per year
Posted: 19 days ago
City, London
Lloyds Banking Group
Posted: 19 days ago
London
EY
Salary: Competitive
Posted: 26 days ago
London
EY
Salary: Competitive
Posted: 26 days ago
City, London
Lloyds Banking Group
Posted: 27 days ago