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 salaries offered in IT jobs that have cited Data Transformation over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Transformation
Rank 716 722 810
Rank change year-on-year
+6 +88
Permanent jobs citing Data Transformation 148 212 156
As % of all permanent IT jobs located in England 0.18% 0.21% 0.15%
As % of the Processes & Methodologies category 0.20% 0.24% 0.17%
Number of salaries quoted 128 176 131
Median salary £50,000 £52,500 £48,500
Median salary % change year-on-year
-4.76% +8.24%
90% offered a salary of more than £34,800 £32,550 £37,500
10% offered a salary of more than £78,000 £80,000 £72,500
UK excluding London median salary £45,000 £37,500 £40,000
% change year-on-year
+20.00% -6.25%
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
74022 87052 91292
As % of all permanent IT jobs located in England 88.06% 87.52% 85.71%
Number of salaries quoted 61537 72688 75688
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Transformation
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Data Transformation as a proportion of all IT jobs with a match in 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 9 December 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 median salaries quoted in IT jobs citing Data Transformation within the England region over the 3 months to 9 December 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +25 79 £59,750 +8.63% 12
South East +83 26 £55,000 +27.90% 1
South West +13 14 £42,000 -35.38% 5
North West -29 12 £38,750 -26.19%
East of England +21 9 £45,000 +69.81%
Yorkshire +15 3 £33,500 -16.25% 1
East Midlands -6 2 £39,250 +12.14%
West Midlands -15 2 £42,500 +21.42% 1
North East -4 1 £33,500 +0.78% 1
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 9 December 2016, IT jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Data Transformation.

1 195 (62.10%) SQL
2 153 (48.73%) ETL
3 142 (45.22%) Business Intelligence
4 140 (44.59%) SQL Server
5 103 (32.80%) Finance
6 97 (30.89%) Data Warehouse
7 93 (29.62%) Agile Software Development
8 91 (28.98%) SQL Server Integration Services
9 78 (24.84%) Microsoft
10 73 (23.25%) SQL Server Reporting Services
11 71 (22.61%) T-SQL
12 68 (21.66%) Degree
13 62 (19.75%) Java
14 58 (18.47%) SQL Server Analysis Services
15 55 (17.52%) .NET
16 51 (16.24%) Oracle
17 47 (14.97%) Scrum
17 47 (14.97%) Analytics
18 46 (14.65%) Data Management
19 45 (14.33%) XML
20 43 (13.69%) Data Modelling
21 41 (13.06%) QlikView
21 41 (13.06%) Web Services
22 40 (12.74%) Data Analysis
22 40 (12.74%) Relational Database
23 39 (12.42%) Banking
23 39 (12.42%) MS Excel
24 38 (12.10%) Linux
24 38 (12.10%) SQL Server 2012
25 37 (11.78%) Tableau

Data Transformation
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 21 (6.69%) Oracle SOA Suite
2 12 (3.82%) Apache Spark
3 7 (2.23%) Oracle Service Bus
4 6 (1.91%) Apache
5 5 (1.59%) SAS
6 4 (1.27%) Mule
6 4 (1.27%) SharePoint
7 3 (0.96%) Mule ESB
8 2 (0.64%) Apache Pig
8 2 (0.64%) WebSphere
9 1 (0.32%) BizTalk Server
9 1 (0.32%) CMS
9 1 (0.32%) Drupal
9 1 (0.32%) JBoss
9 1 (0.32%) WebLogic
9 1 (0.32%) WebSphere Application Server
9 1 (0.32%) WebSphere Process Server
Applications
1 39 (12.42%) MS Excel
2 6 (1.91%) MS Office
3 5 (1.59%) Spreadsheet
4 2 (0.64%) MS Visio
4 2 (0.64%) SPSS
Business Applications
1 12 (3.82%) SAP Oil and Gas
2 8 (2.55%) Oracle Retail
3 5 (1.59%) Summit
4 1 (0.32%) Cognos Business Intelligence
4 1 (0.32%) Oracle ERP
4 1 (0.32%) SAP MDM
Cloud Services
1 28 (8.92%) Amazon AWS
2 17 (5.41%) SaaS
3 14 (4.46%) Microsoft Azure
4 7 (2.23%) Google Cloud Platform
5 3 (0.96%) Google Analytics
5 3 (0.96%) iPaaS
6 2 (0.64%) PaaS
7 1 (0.32%) AWS Lambda
7 1 (0.32%) Force.com
7 1 (0.32%) GitHub
7 1 (0.32%) Office 365
7 1 (0.32%) OpenShift
Communications & Networking
1 18 (5.73%) SSH
2 4 (1.27%) FTP
3 2 (0.64%) SAN
3 2 (0.64%) SSL
4 1 (0.32%) Internet
Database & Business Intelligence
1 140 (44.59%) SQL Server
2 97 (30.89%) Data Warehouse
3 91 (28.98%) SQL Server Integration Services
4 73 (23.25%) SQL Server Reporting Services
5 58 (18.47%) SQL Server Analysis Services
6 41 (13.06%) QlikView
7 40 (12.74%) Relational Database
8 38 (12.10%) SQL Server 2012
9 36 (11.46%) SQL Server 2014
10 32 (10.19%) SQL Server 2016
11 28 (8.92%) Big Data
12 23 (7.32%) NoSQL
12 23 (7.32%) Power BI
13 20 (6.37%) RDBMS
14 19 (6.05%) DTS
14 19 (6.05%) OLAP
15 16 (5.10%) Hadoop
15 16 (5.10%) Qlik Sense
16 15 (4.78%) MySQL
16 15 (4.78%) Pentaho
Development Applications
1 22 (7.01%) JIRA
2 20 (6.37%) Team Foundation Server
3 19 (6.05%) Git (software)
4 18 (5.73%) Zephyr
5 10 (3.18%) Jenkins
5 10 (3.18%) Visual Studio
6 8 (2.55%) Maven
7 7 (2.23%) SQL Server Management Studio (SSMS)
7 7 (2.23%) Talend Open Studio
8 4 (1.27%) Atlassian Bamboo
8 4 (1.27%) Cucumber
9 3 (0.96%) Bitbucket
9 3 (0.96%) Subversion
9 3 (0.96%) Vagrant
10 2 (0.64%) Eclipse
10 2 (0.64%) MSTest
10 2 (0.64%) SoapUI
10 2 (0.64%) SpecFlow
11 1 (0.32%) Appcelerator Titanium
11 1 (0.32%) Mercurial
General
1 103 (32.80%) Finance
2 39 (12.42%) Banking
3 37 (11.78%) Marketing
4 31 (9.87%) Retail
5 24 (7.64%) Telecoms
6 17 (5.41%) Back Office
7 13 (4.14%) Electronics
8 12 (3.82%) Games
8 12 (3.82%) Manufacturing
9 11 (3.50%) Investment Banking
9 11 (3.50%) Legal
10 9 (2.87%) Advertising
11 6 (1.91%) Law
12 5 (1.59%) Front Office
13 4 (1.27%) Automotive
13 4 (1.27%) Billing
14 2 (0.64%) General Ledger
14 2 (0.64%) International Banking
15 1 (0.32%) Corporate Banking
15 1 (0.32%) French Language
Job Titles
1 145 (46.18%) Developer
2 64 (20.38%) SQL Developer
3 45 (14.33%) Analyst
4 42 (13.38%) Architect
4 42 (13.38%) Business Intelligence Developer
5 31 (9.87%) SQL Server Developer
6 23 (7.32%) Consultant
6 23 (7.32%) Data Analyst
7 20 (6.37%) DBA
8 19 (6.05%) SQL DBA
9 18 (5.73%) SQL Server DBA
10 17 (5.41%) Junior
10 17 (5.41%) SQL BI Developer
11 15 (4.78%) ETL Developer
11 15 (4.78%) Senior Developer
12 14 (4.46%) Data Architect
12 14 (4.46%) Solutions Architect
12 14 (4.46%) SSIS Developer
13 13 (4.14%) Junior Developer
13 13 (4.14%) Junior SQL Developer
Libraries, Frameworks & Software Standards
1 55 (17.52%) .NET
2 45 (14.33%) XML
3 41 (13.06%) Web Services
4 25 (7.96%) SOAP
5 24 (7.64%) REST
6 18 (5.73%) Middleware
7 17 (5.41%) Gherkin
8 13 (4.14%) ASP.NET
9 11 (3.50%) CSS
9 11 (3.50%) HTML
10 10 (3.18%) XSLT
11 9 (2.87%) JMS
11 9 (2.87%) Oracle GoldenGate
12 8 (2.55%) .NET Framework
12 8 (2.55%) Haml
12 8 (2.55%) Sass
13 7 (2.23%) MDX
14 6 (1.91%) AngularJS
14 6 (1.91%) Spring
14 6 (1.91%) XML Schema
Miscellaneous
1 35 (11.15%) Data Integration
2 33 (10.51%) Enterprise Software
3 30 (9.55%) Analytical Skills
4 27 (8.60%) Computer Science
5 26 (8.28%) Visualisation
6 16 (5.10%) Data Centre
6 16 (5.10%) Reinsurance
7 14 (4.46%) iPad
7 14 (4.46%) Management Information System
7 14 (4.46%) Statistics
8 13 (4.14%) Mathematics
9 12 (3.82%) Fintech
10 9 (2.87%) Replication
11 7 (2.23%) Economics
11 7 (2.23%) Equities
11 7 (2.23%) Market Risk
12 6 (1.91%) Reference Data
12 6 (1.91%) User Experience
13 5 (1.59%) Data Extraction
13 5 (1.59%) NHS
Operating Systems
1 38 (12.10%) Linux
2 5 (1.59%) Unix
3 4 (1.27%) Windows
4 3 (0.96%) Windows Server
4 3 (0.96%) Windows Server 2003
4 3 (0.96%) Windows Server 2012
5 1 (0.32%) CentOS
5 1 (0.32%) Ubuntu
5 1 (0.32%) Windows 7
Processes & Methodologies
1 153 (48.73%) ETL
2 142 (45.22%) Business Intelligence
3 93 (29.62%) Agile Software Development
4 47 (14.97%) Analytics
4 47 (14.97%) Scrum
5 46 (14.65%) Data Management
6 43 (13.69%) Data Modelling
7 40 (12.74%) Data Analysis
8 30 (9.55%) Migration
9 25 (7.96%) SOA
10 24 (7.64%) CRM
10 24 (7.64%) OO
11 23 (7.32%) Data Migration
11 23 (7.32%) SDLC
12 22 (7.01%) Mentoring
13 21 (6.69%) Kanban
14 20 (6.37%) Test Management
15 19 (6.05%) Defect Management
16 18 (5.73%) BDD
17 17 (5.41%) Data Mapping
Programming Languages
1 195 (62.10%) SQL
2 71 (22.61%) T-SQL
3 62 (19.75%) Java
4 22 (7.01%) Python
5 18 (5.73%) C#
6 13 (4.14%) PL/SQL
6 13 (4.14%) R
6 13 (4.14%) Ruby
7 11 (3.50%) JavaScript
7 11 (3.50%) Scala
8 10 (3.18%) VBA
9 9 (2.87%) Data Analysis Expressions (DAX)
10 8 (2.55%) Elixir
10 8 (2.55%) GraphQL
10 8 (2.55%) JSX
11 7 (2.23%) PHP
12 6 (1.91%) C++
12 6 (1.91%) XQuery
13 4 (1.27%) PowerShell
14 3 (0.96%) XPath
Qualifications
1 68 (21.66%) Degree
2 18 (5.73%) ISEB
2 18 (5.73%) ISTQB
3 4 (1.27%) Security Cleared
4 3 (0.96%) CISA
4 3 (0.96%) PMI Certification
4 3 (0.96%) PMP
5 2 (0.64%) SC Cleared
6 1 (0.32%) Microsoft Certification
6 1 (0.32%) PRINCE2 Certification
Quality Assurance & Compliance
1 36 (11.46%) Data Quality
2 14 (4.46%) QA
3 7 (2.23%) MiFID
4 2 (0.64%) IAS 39
5 1 (0.32%) Dodd-Frank
5 1 (0.32%) EMIR
5 1 (0.32%) FATCA
5 1 (0.32%) ISO20022
5 1 (0.32%) SDET
System Software
1 6 (1.91%) Active Directory
2 4 (1.27%) Docker
3 2 (0.64%) Oracle RAC
4 1 (0.32%) Hyper-V
Systems Management
1 3 (0.96%) Opscode Chef
2 2 (0.64%) HP Quality Center
3 1 (0.32%) DBAmp
3 1 (0.32%) SCOM
Vendors
1 78 (24.84%) Microsoft
2 51 (16.24%) Oracle
3 37 (11.78%) Tableau
4 24 (7.64%) SAP
5 20 (6.37%) HP
6 14 (4.46%) Alteryx
6 14 (4.46%) Informatica
7 11 (3.50%) Google
8 10 (3.18%) IBM
9 9 (2.87%) Facebook
10 8 (2.55%) ATG
10 8 (2.55%) IBM Sterling
10 8 (2.55%) Twitter
11 7 (2.23%) Salesforce.com
11 7 (2.23%) Talend
12 4 (1.27%) Avaya
12 4 (1.27%) Genesys
12 4 (1.27%) Siebel
13 3 (0.96%) Adobe
13 3 (0.96%) Cognos
London
Churchill Frank
Salary: £70000 - £80000 per annum
Posted: 9 hours ago
London
Networking People
Salary: Neg - bonus + excellent benefits
Posted: 2 days ago
Stroud, Gloucestershire
Square One Resources
Salary: From £40,000 to £45,000 per annum + Benefit
Posted: 4 days ago
Leeds, Yorkshire
Comvergent Limited
Salary: BENS
Posted: 2 days ago
London
Coal IT Services
Salary: From £70,000 to £82,000 per annum + Bonus + Excellent Benefits
Posted: 2 days ago
London
onezeero.
Salary: £70000 - £82000 per annum + bonus + package
Posted: 2 days ago
Central London / West End
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 4 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 4 days ago
Newcastle Upon Tyne, Tyne and Wear
Sage UK Limited
Posted: 7 days ago
City, London
Oliver James Associates
Salary: £30000 - £45000 per annum
Posted: 4 days ago
Bournemouth, Dorset
JP Morgan
Salary: From £0 to £0 per annum Competative Salary + Benefits
Posted: 4 days ago
Birmingham, West Midlands (County)
Computer People
Salary: £35000.00 - £40000.00 per annum + Benefits
Posted: 3 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 12 days ago
Cheltenham, Gloucestershire
Anatwine
Salary: From £40,000 to £65,000 per annum
Posted: 18 days ago
London
Client Server
Salary: £70,000 to £85,000 + bonus + benefits
Posted: 21 days ago
London
Client Server
Salary: £60k to £65k + bonus + benefits
Posted: 17 days ago