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 8 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
Data Transformation
Rank 714 778 723
Rank change year-on-year
+64 -55
Permanent jobs citing Data Transformation 201 137 185
As % of all permanent IT jobs located in England 0.21% 0.14% 0.19%
As % of the Processes & Methodologies category 0.24% 0.16% 0.23%
Number of salaries quoted 160 124 155
Average salary £51,000 £50,000 £45,000
Average salary % change year-on-year
+2.00% +11.11%
90% offered a salary of more than £31,888 £37,500 £30,000
10% offered a salary of more than £80,750 £71,750 £75,000
UK excluding London average salary £42,000 £41,500 £40,000
% change year-on-year
+1.20% +3.75%
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
82148 84660 81634
As % of all permanent IT jobs located in England 86.84% 85.19% 84.95%
Number of salaries quoted 69057 70179 65752
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 8 February 2016.

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 8 February 2016. 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 +65 125 £55,000 -12.00% 12
South East +17 24 £42,500 -22.72% 5
North West +14 19 £50,000 +12.35% 1
West Midlands -12 11 £25,500 -32.89%
East of England - 11 £26,500 -
South West +1 10 £65,000 +30.00%
East Midlands -1 4 £25,500 -38.55%
Yorkshire +8 3 £29,000 -3.33%
North East - 1 £30,459 -
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 8 February 2016, 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.

1 239 (57.18%) SQL
2 189 (45.22%) ETL
3 185 (44.26%) SQL Server
4 183 (43.78%) Finance
5 151 (36.12%) SQL Server Integration Services
6 135 (32.30%) Business Intelligence
7 126 (30.14%) Microsoft
7 126 (30.14%) Data Modelling
8 113 (27.03%) Migration
9 97 (23.21%) Data Warehouse
10 96 (22.97%) SQL Server Reporting Services
11 92 (22.01%) Analytical Skills
12 91 (21.77%) Java
13 87 (20.81%) Data Management
14 78 (18.66%) Agile Software Development
15 77 (18.42%) Analytics
16 76 (18.18%) Big Data
17 73 (17.46%) SQL Server 2008
18 69 (16.51%) Oracle
18 69 (16.51%) SQL Server 2012
19 66 (15.79%) ITIL
20 64 (15.31%) XML
21 61 (14.59%) .NET
21 61 (14.59%) Data Integration
22 58 (13.88%) MS Excel
22 58 (13.88%) Relational Database
23 57 (13.64%) Physical Data Model
24 53 (12.68%) T-SQL
25 52 (12.44%) Data Migration
26 51 (12.20%) Microsoft Certification

Data Transformation
Top Related IT Skills in England by Category

For the 6 months to 8 February 2016, 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 24 (5.74%) Apache
2 12 (2.87%) Confluence
2 12 (2.87%) Mule
2 12 (2.87%) WebSphere
3 9 (2.15%) IIS
4 7 (1.67%) Apache Spark
5 5 (1.20%) Apache Pig
5 5 (1.20%) BizTalk Server
6 4 (0.96%) Oracle Workflow
6 4 (0.96%) Tomcat
7 2 (0.48%) Apache Solr
7 2 (0.48%) Elasticsearch
7 2 (0.48%) SharePoint
8 1 (0.24%) SAS
Applications
1 58 (13.88%) MS Excel
2 14 (3.35%) MS Office
3 8 (1.91%) MS Visio
4 4 (0.96%) MS PowerPoint
5 3 (0.72%) Spreadsheet
6 2 (0.48%) SPSS
Business Applications
1 5 (1.20%) SAP Business One
1 5 (1.20%) SAP HR
1 5 (1.20%) SAP Payroll
2 4 (0.96%) SAP HCM
3 3 (0.72%) Dynamics CRM
4 2 (0.48%) SAP CO
4 2 (0.48%) SAP FI
4 2 (0.48%) SAP FI/CO
4 2 (0.48%) SAP FI-AP
4 2 (0.48%) SAP MM
4 2 (0.48%) SAP Oil and Gas
4 2 (0.48%) SAP SD
5 1 (0.24%) Dynamics AX
5 1 (0.24%) FastStats
5 1 (0.24%) Oracle Retail
5 1 (0.24%) SAP ERP
5 1 (0.24%) SAP MDM
Cloud Services
1 22 (5.26%) SaaS
2 20 (4.78%) Amazon AWS
3 17 (4.07%) Amazon EC2
4 14 (3.35%) Amazon S3
4 14 (3.35%) PaaS
5 12 (2.87%) Google Cloud Platform
6 8 (1.91%) Google Apps
7 4 (0.96%) Force.com
7 4 (0.96%) Heroku
8 3 (0.72%) Amazon Kinesis
8 3 (0.72%) Microsoft Azure
9 2 (0.48%) GitHub
9 2 (0.48%) Office 365
10 1 (0.24%) Amazon EMR
10 1 (0.24%) Google Analytics
Communications & Networking
1 6 (1.44%) Firewall
1 6 (1.44%) SMTP
2 2 (0.48%) HTTP
2 2 (0.48%) HTTPS
2 2 (0.48%) Internet
2 2 (0.48%) SSL
2 2 (0.48%) TCP/IP
3 1 (0.24%) FTP
Database & Business Intelligence
1 185 (44.26%) SQL Server
2 151 (36.12%) SQL Server Integration Services
3 97 (23.21%) Data Warehouse
4 96 (22.97%) SQL Server Reporting Services
5 76 (18.18%) Big Data
6 73 (17.46%) SQL Server 2008
7 69 (16.51%) SQL Server 2012
8 58 (13.88%) Relational Database
9 45 (10.77%) Hadoop
10 41 (9.81%) Siebel EIM
11 31 (7.42%) SQL Server Analysis Services
12 30 (7.18%) NoSQL
13 27 (6.46%) Apache Hive
14 23 (5.50%) QlikView
15 21 (5.02%) DB2
16 18 (4.31%) HBase
16 18 (4.31%) MySQL
17 16 (3.83%) DTS
18 15 (3.59%) MS Access
19 14 (3.35%) RDBMS
Development Applications
1 24 (5.74%) Hudson
1 24 (5.74%) Jenkins
2 18 (4.31%) Subversion
3 15 (3.59%) Git (software)
3 15 (3.59%) Visual Studio
4 14 (3.35%) Maven
5 12 (2.87%) git-flow
6 8 (1.91%) Eclipse
7 7 (1.67%) Ant
7 7 (1.67%) ANTLR
7 7 (1.67%) JUnit
8 5 (1.20%) Team Foundation Server
9 4 (0.96%) LSMW
10 3 (0.72%) SQL Server Management Studio (SSMS)
11 2 (0.48%) JIRA
11 2 (0.48%) MSTest
11 2 (0.48%) SpecFlow
12 1 (0.24%) Talend Open Studio
General
1 183 (43.78%) Finance
2 41 (9.81%) Banking
3 28 (6.70%) Marketing
4 25 (5.98%) Telecoms
5 24 (5.74%) Retail
6 10 (2.39%) Legal
7 7 (1.67%) Back Office
8 6 (1.44%) Games
8 6 (1.44%) Law
9 5 (1.20%) Billing
9 5 (1.20%) General Ledger
10 4 (0.96%) Investment Banking
10 4 (0.96%) Manufacturing
11 3 (0.72%) Advertising
11 3 (0.72%) Publishing
12 2 (0.48%) Electronics
12 2 (0.48%) Local Government
12 2 (0.48%) Pharmaceutical
13 1 (0.24%) Financial Institution
13 1 (0.24%) Retail Banking
Job Titles
1 168 (40.19%) Developer
2 72 (17.22%) Analyst
3 47 (11.24%) DBA
4 44 (10.53%) SQL Developer
5 41 (9.81%) Architect
6 39 (9.33%) SQL DBA
7 37 (8.85%) Business Intelligence Developer
8 34 (8.13%) Java Developer
9 32 (7.66%) Consultant
10 31 (7.42%) Senior Developer
11 29 (6.94%) Data Analyst
12 27 (6.46%) Solutions Architect
13 23 (5.50%) SQL Server Developer
14 21 (5.02%) ETL Developer
15 19 (4.55%) Senior Business Intelligence Developer
16 16 (3.83%) Business Developer
16 16 (3.83%) Senior Analyst
17 15 (3.59%) Business Analyst
17 15 (3.59%) Business Intelligence Manager
17 15 (3.59%) Database Developer
Libraries, Frameworks & Software Standards
1 64 (15.31%) XML
2 61 (14.59%) .NET
3 43 (10.29%) Web Services
4 35 (8.37%) JSON
5 25 (5.98%) jQuery
6 23 (5.50%) HTML
7 21 (5.02%) CSS
8 19 (4.55%) Middleware
8 19 (4.55%) REST
9 18 (4.31%) HTML5
10 16 (3.83%) AngularJS
10 16 (3.83%) XSLT
11 15 (3.59%) EDI
11 15 (3.59%) SOAP
12 13 (3.11%) CSS3
12 13 (3.11%) RESTful
13 12 (2.87%) Dojo
13 12 (2.87%) Ext JS
13 12 (2.87%) JMS
13 12 (2.87%) YUI
Miscellaneous
1 92 (22.01%) Analytical Skills
2 61 (14.59%) Data Integration
3 48 (11.48%) Replication
4 18 (4.31%) Visualisation
5 15 (3.59%) Data Extraction
6 14 (3.35%) Management Information System
7 13 (3.11%) Fintech
8 12 (2.87%) Algorithms
8 12 (2.87%) Computer Science
8 12 (2.87%) Wiki
9 11 (2.63%) Data Conversion
9 11 (2.63%) NHS
10 9 (2.15%) Semantic Web
11 8 (1.91%) Data Structures
11 8 (1.91%) Linked Data
12 6 (1.44%) Client/Server
12 6 (1.44%) Online Games
12 6 (1.44%) Reference Data
13 4 (0.96%) CMDB
13 4 (0.96%) Mathematics
Operating Systems
1 37 (8.85%) Linux
2 26 (6.22%) Unix
3 17 (4.07%) Windows
4 7 (1.67%) Windows Server
5 6 (1.44%) Windows 8
5 6 (1.44%) Windows XP
6 5 (1.20%) Windows 7
Processes & Methodologies
1 189 (45.22%) ETL
2 135 (32.30%) Business Intelligence
3 126 (30.14%) Data Modelling
4 113 (27.03%) Migration
5 87 (20.81%) Data Management
6 78 (18.66%) Agile Software Development
7 77 (18.42%) Analytics
8 66 (15.79%) ITIL
9 57 (13.64%) Physical Data Model
10 52 (12.44%) Data Migration
11 45 (10.77%) Performance Monitoring
12 41 (9.81%) Performance Optimisation
12 41 (9.81%) SOA
13 38 (9.09%) Data Analysis
14 35 (8.37%) ETL Development
15 30 (7.18%) SDLC
16 29 (6.94%) Performance Tuning
16 29 (6.94%) Stakeholder Management
17 26 (6.22%) Target Operating Model
18 25 (5.98%) TDD
Programming Languages
1 239 (57.18%) SQL
2 91 (21.77%) Java
3 53 (12.68%) T-SQL
4 44 (10.53%) C#
5 33 (7.89%) JavaScript
6 32 (7.66%) Python
7 15 (3.59%) SPARQL
8 14 (3.35%) PL/SQL
9 9 (2.15%) C
9 9 (2.15%) PHP
10 6 (1.44%) Google Apps Script
11 5 (1.20%) Perl
11 5 (1.20%) R
11 5 (1.20%) Shell Script
11 5 (1.20%) VB
12 4 (0.96%) ABAP
12 4 (0.96%) VBA
12 4 (0.96%) XPath
12 4 (0.96%) XQuery
13 3 (0.72%) Scala
Qualifications
1 51 (12.20%) Microsoft Certification
2 41 (9.81%) MCITP
3 27 (6.46%) Degree
4 11 (2.63%) Security Cleared
5 4 (0.96%) MCP
6 1 (0.24%) PMI Certification
6 1 (0.24%) PMP
Quality Assurance & Compliance
1 32 (7.66%) Data Quality
2 22 (5.26%) QA
3 14 (3.35%) COBIT
4 2 (0.48%) SLA
5 1 (0.24%) Dodd-Frank
5 1 (0.24%) EMIR
5 1 (0.24%) ISO19770
System Software
1 16 (3.83%) HDFS
2 12 (2.87%) Docker
3 6 (1.44%) Active Directory
4 2 (0.48%) vCloud
4 2 (0.48%) VMware Infrastructure
Systems Management
1 6 (1.44%) SCCM
1 6 (1.44%) Systems Management Server (SMS)
2 4 (0.96%) Hadoop YARN
2 4 (0.96%) Oozie
3 3 (0.72%) Ambari
4 2 (0.48%) HP Quality Center
4 2 (0.48%) Oracle Enterprise Manager
4 2 (0.48%) Oracle RMAN
Vendors
1 126 (30.14%) Microsoft
2 69 (16.51%) Oracle
3 50 (11.96%) Siebel
4 21 (5.02%) Google
4 21 (5.02%) Sybase
5 19 (4.55%) Cognos
6 18 (4.31%) WorldPay
7 17 (4.07%) SAP
8 16 (3.83%) Informatica
9 15 (3.59%) Netezza
10 14 (3.35%) Hortonworks
11 13 (3.11%) Tableau
12 12 (2.87%) webMethods
12 12 (2.87%) WSO2
13 9 (2.15%) Salesforce.com
14 8 (1.91%) JDA
15 7 (1.67%) MicroStrategy
16 6 (1.44%) Altiris
16 6 (1.44%) Citrix
16 6 (1.44%) PeopleSoft
City, London
Ashdown IT
Salary: £55000 - £65000 per annum
Posted: 14 hours ago
City, London
Ashdown IT
Salary: £55000 - £65000 per annum
Posted: 14 hours ago
City, London
Ashdown IT
Salary: £50000 - £60000 per annum
Posted: 14 hours ago
London
Tech
Salary: From £40,000 to £55,000 per annum
Posted: 3 days ago
Preston, Lancashire
Experis Ltd
Posted: 4 days ago
Central London / West End
Citrus Global Ltd
Salary: From £60,000 to £75,000 per annum + 15-25% Bonus + Benefits
Posted: 4 days ago
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £45000 per annum + Benefits + Training
Posted: 5 days ago
Milton Keynes, Buckinghamshire
Deloitte
Salary: competitive
Posted: 5 days ago
Milton Keynes, Buckinghamshire
Deloitte
Salary: competitive
Posted: 5 days ago
Milton Keynes, Buckinghamshire
Deloitte
Salary: competitive
Posted: 5 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £55,000 per annum Annual Bonus, Car Allowance, Private
Posted: 6 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £55,000 per annum Annual Bonus, Car Allowance, Private
Posted: 6 days ago
Sutton, Greater London
Reed Business Information
Salary: To £55,000 + bonus and benefits
Posted: 20 days ago
City, London
Worldpay
Posted: 21 days ago