The table below looks at the statistics for Data Transformation skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Transformation over the 3 months to 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Data Transformation
Rank 752 725 803
Rank change year-on-year
-27 +78
Permanent jobs citing Data Transformation 168 226 185
As % of all permanent IT jobs located in the UK 0.17% 0.21% 0.16%
As % of the Processes & Methodologies category 0.20% 0.24% 0.19%
Number of salaries quoted 122 184 152
Median salary £45,000 £49,000 £43,893
Median salary % change year-on-year
-8.16% +11.63%
90% offered a salary of more than £34,000 £33,500 £33,550
10% offered a salary of more than £74,750 £68,200 £67,975
UK excluding London median salary £42,500 £43,000 £40,000
% change year-on-year
-1.16% +7.50%

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
86091 94233 99323
As % of all permanent IT jobs located in the UK 88.07% 87.58% 85.34%
Number of salaries quoted 72000 77563 79306
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £78,000 £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

The demand trend of job ads citing Data Transformation as a proportion of all IT jobs with a match in 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 29 August 2016 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 median salaries quoted in IT jobs citing Data Transformation within the UK over the 3 months to 29 August 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
England -18 162 £45,000 -9.54% 23
London +14 67 £67,500 +17.39% 11
South East +15 48 £42,500 -1.16% 7
City of London +8 14 £62,750 +9.13% 2
East Sussex -10 12 £34,000 -32.00% 1
Brighton -10 12 £34,000 -32.00% 1
Yorkshire +19 10 £37,500 -51.29%
North West +8 10 £37,500 +11.94% 2
Manchester +5 10 £37,500 - 2
West Sussex +5 10 £44,500 +3.48% 1
Crawley - 10 £44,500 - 1
South West -7 9 £42,500 -29.16% 3
Gloucestershire -5 8 £41,250 +30.95% 3
Hampshire - 8 £45,000 -
Leeds +32 7 £37,500 -6.25%
West Yorkshire +18 7 £37,500 -51.29%
Oxfordshire -1 7 £51,250 -
Surrey +28 6 £50,000 +17.64% 3
Scotland +8 6 £65,000 +100.00% 1
Edinburgh - 5 £65,000 -
Farnborough - 5 £45,000 -
East of England +10 4 £28,750 -36.11%
Guildford - 4 £51,250 - 3
Cambridge +11 3 £30,000 -65.71%
Cambridgeshire +8 3 £30,000 -65.71%
Berkshire -9 3 £42,500 -13.26%
Bracknell - 3 £42,500 -
Winchester - 3 £42,500 -
East Midlands +5 2 £21,500 -
West Midlands -19 2 £42,500 +41.66%

Data Transformation
Top 30 Related IT Skills

For the 6 months to 29 August 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 with a requirement for Data Transformation.

1 188 (58.57%) SQL
2 151 (47.04%) ETL
3 144 (44.86%) Business Intelligence
4 136 (42.37%) SQL Server
5 123 (38.32%) Finance
6 111 (34.58%) SQL Server Integration Services
7 93 (28.97%) Data Warehouse
8 88 (27.41%) Agile Software Development
9 83 (25.86%) SQL Server Reporting Services
10 72 (22.43%) Microsoft
11 68 (21.18%) SQL Server Analysis Services
12 66 (20.56%) Data Modelling
13 64 (19.94%) T-SQL
14 59 (18.38%) XML
14 59 (18.38%) Data Management
14 59 (18.38%) Analytics
15 58 (18.07%) Data Integration
16 57 (17.76%) Data Analysis
16 57 (17.76%) Java
17 55 (17.13%) Degree
18 53 (16.51%) Analytical Skills
19 48 (14.95%) MS Excel
20 46 (14.33%) Oracle
20 46 (14.33%) Relational Database
21 45 (14.02%) QlikView
22 44 (13.71%) .NET
23 41 (12.77%) Scrum
24 40 (12.46%) Migration
25 39 (12.15%) Performance Tuning
26 38 (11.84%) SDLC

Data Transformation
Top Related IT Skills 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 9 (2.80%) Apache
1 9 (2.80%) Apache Spark
1 9 (2.80%) SAS
2 7 (2.18%) Oracle Service Bus
3 5 (1.56%) SharePoint
4 4 (1.25%) Mule
5 3 (0.93%) Mule ESB
6 2 (0.62%) WebSphere
7 1 (0.31%) Apache Pig
7 1 (0.31%) BizTalk Server
7 1 (0.31%) CMS
7 1 (0.31%) Drupal
7 1 (0.31%) GlassFish
7 1 (0.31%) Tomcat
7 1 (0.31%) WebSphere Application Server
7 1 (0.31%) WebSphere Process Server
Applications
1 48 (14.95%) MS Excel
2 13 (4.05%) MS Office
3 3 (0.93%) MS Visio
4 1 (0.31%) MS PowerPoint
4 1 (0.31%) MS Project
Business Applications
1 15 (4.67%) SAP Oil and Gas
2 6 (1.87%) Oracle Retail
3 5 (1.56%) Summit
4 4 (1.25%) SAP MDM
5 1 (0.31%) Oracle EBS
5 1 (0.31%) SAP HCM
Cloud Services
1 15 (4.67%) Microsoft Azure
2 11 (3.43%) Amazon AWS
3 5 (1.56%) GitHub
4 4 (1.25%) SaaS
5 3 (0.93%) Google Analytics
6 2 (0.62%) AWS Lambda
6 2 (0.62%) Google Cloud Platform
6 2 (0.62%) IBM Cloud
6 2 (0.62%) Office 365
7 1 (0.31%) Force.com
Communications & Networking
1 15 (4.67%) SSH
2 5 (1.56%) FTP
3 3 (0.93%) SAN
4 1 (0.31%) Internet
4 1 (0.31%) Network Security
Database & Business Intelligence
1 136 (42.37%) SQL Server
2 111 (34.58%) SQL Server Integration Services
3 93 (28.97%) Data Warehouse
4 83 (25.86%) SQL Server Reporting Services
5 68 (21.18%) SQL Server Analysis Services
6 46 (14.33%) Relational Database
7 45 (14.02%) QlikView
8 32 (9.97%) Big Data
9 30 (9.35%) SQL Server 2012
10 28 (8.72%) SQL Server 2014
11 21 (6.54%) NoSQL
12 18 (5.61%) SQL Server 2016
13 17 (5.30%) MySQL
13 17 (5.30%) OLAP
13 17 (5.30%) Pentaho
14 16 (4.98%) Microsoft Analysis Services
14 16 (4.98%) OLTP
15 15 (4.67%) Oracle Database
16 13 (4.05%) DTS
16 13 (4.05%) Hadoop
Development Applications
1 20 (6.23%) JIRA
2 19 (5.92%) Git (software)
3 17 (5.30%) Team Foundation Server
4 15 (4.67%) Zephyr
5 12 (3.74%) Jenkins
6 9 (2.80%) Maven
7 8 (2.49%) Talend Open Studio
8 6 (1.87%) Atlassian Bamboo
8 6 (1.87%) Cucumber
8 6 (1.87%) SQL Server Management Studio (SSMS)
9 5 (1.56%) Visual Studio
10 2 (0.62%) Hudson
10 2 (0.62%) MSTest
10 2 (0.62%) SpecFlow
10 2 (0.62%) Vagrant
11 1 (0.31%) CruiseControl
11 1 (0.31%) git-flow
11 1 (0.31%) Subversion
11 1 (0.31%) Visual Studio Team System
General
1 123 (38.32%) Finance
2 32 (9.97%) Banking
3 30 (9.35%) Telecoms
4 25 (7.79%) Marketing
5 16 (4.98%) Manufacturing
6 15 (4.67%) Electronics
6 15 (4.67%) Retail
7 11 (3.43%) Back Office
8 7 (2.18%) Investment Banking
8 7 (2.18%) Legal
8 7 (2.18%) Publishing
9 6 (1.87%) Advertising
10 5 (1.56%) Law
11 3 (0.93%) General Ledger
12 2 (0.62%) Games
13 1 (0.31%) Billing
13 1 (0.31%) Financial Institution
13 1 (0.31%) Front Office
13 1 (0.31%) Pharmaceutical
Job Titles
1 120 (37.38%) Developer
2 54 (16.82%) SQL Developer
3 41 (12.77%) Analyst
4 39 (12.15%) Business Intelligence Developer
5 35 (10.90%) Architect
6 30 (9.35%) Consultant
7 27 (8.41%) ETL Developer
7 27 (8.41%) SQL Server Developer
8 26 (8.10%) SSIS Developer
9 25 (7.79%) SSRS Developer
10 23 (7.17%) SQL BI Developer
11 19 (5.92%) Data Engineer
12 18 (5.61%) DBA
12 18 (5.61%) Junior
12 18 (5.61%) SQL DBA
13 17 (5.30%) SQL Server DBA
14 16 (4.98%) Senior Developer
15 15 (4.67%) Solutions Architect
16 14 (4.36%) Data Architect
16 14 (4.36%) Data Consultant
Libraries, Frameworks & Software Standards
1 59 (18.38%) XML
2 44 (13.71%) .NET
3 37 (11.53%) Web Services
4 27 (8.41%) SOAP
5 26 (8.10%) REST
6 20 (6.23%) Middleware
7 18 (5.61%) ASP.NET
8 15 (4.67%) Gherkin
9 12 (3.74%) XSLT
10 11 (3.43%) JSON
11 10 (3.12%) Oracle GoldenGate
12 9 (2.80%) HTML
13 8 (2.49%) JMS
14 7 (2.18%) Kafka
14 7 (2.18%) XML Schema
15 5 (1.56%) CSS
15 5 (1.56%) MDX
15 5 (1.56%) SAML
15 5 (1.56%) Spring
16 4 (1.25%) XSL
Miscellaneous
1 58 (18.07%) Data Integration
2 53 (16.51%) Analytical Skills
3 30 (9.35%) Visualisation
4 28 (8.72%) Enterprise Software
5 17 (5.30%) Management Information System
6 14 (4.36%) Computer Science
7 12 (3.74%) Data Centre
8 11 (3.43%) Replication
9 10 (3.12%) Fintech
9 10 (3.12%) iPad
9 10 (3.12%) Mathematics
9 10 (3.12%) Reinsurance
10 8 (2.49%) Data Structures
11 6 (1.87%) Client/Server
11 6 (1.87%) Equities
11 6 (1.87%) User Experience
12 5 (1.56%) NHS
12 5 (1.56%) Reference Data
12 5 (1.56%) Statistics
13 3 (0.93%) Virtual Team
Operating Systems
1 24 (7.48%) Linux
2 6 (1.87%) Windows
3 5 (1.56%) Windows Server
4 4 (1.25%) Windows Server 2012
5 3 (0.93%) Windows Server 2003
6 2 (0.62%) Unix
7 1 (0.31%) CentOS
7 1 (0.31%) Ubuntu
7 1 (0.31%) Windows 7
Processes & Methodologies
1 151 (47.04%) ETL
2 144 (44.86%) Business Intelligence
3 88 (27.41%) Agile Software Development
4 66 (20.56%) Data Modelling
5 59 (18.38%) Analytics
5 59 (18.38%) Data Management
6 57 (17.76%) Data Analysis
7 41 (12.77%) Scrum
8 40 (12.46%) Migration
9 39 (12.15%) Performance Tuning
10 38 (11.84%) SDLC
11 28 (8.72%) Data Governance
11 28 (8.72%) Data Mapping
12 27 (8.41%) Data Migration
13 26 (8.10%) SOA
14 25 (7.79%) CRM
14 25 (7.79%) Mentoring
15 24 (7.48%) ETL Development
16 23 (7.17%) Data Analytics
17 21 (6.54%) Master Data Management
Programming Languages
1 188 (58.57%) SQL
2 64 (19.94%) T-SQL
3 57 (17.76%) Java
4 34 (10.59%) C#
5 22 (6.85%) JavaScript
6 20 (6.23%) PL/SQL
7 14 (4.36%) Python
8 11 (3.43%) Ruby
9 10 (3.12%) PHP
9 10 (3.12%) R
10 7 (2.18%) XQuery
11 6 (1.87%) Scala
12 5 (1.56%) VB
13 4 (1.25%) Elixir
13 4 (1.25%) GraphQL
13 4 (1.25%) JSX
13 4 (1.25%) PowerShell
14 3 (0.93%) VBA
15 2 (0.62%) C++
15 2 (0.62%) VB.NET
Qualifications
1 55 (17.13%) Degree
2 17 (5.30%) ISEB
3 15 (4.67%) ISTQB
4 6 (1.87%) PhD
5 2 (0.62%) HND
6 1 (0.31%) APMP
6 1 (0.31%) BPSS Clearance
6 1 (0.31%) ITIL Foundation Certificate
6 1 (0.31%) Microsoft Certification
6 1 (0.31%) PMI Certification
6 1 (0.31%) PRINCE2 Certification
6 1 (0.31%) Security Cleared
Quality Assurance & Compliance
1 32 (9.97%) Data Quality
2 15 (4.67%) QA
3 8 (2.49%) IAS 39
4 3 (0.93%) MiFID
5 2 (0.62%) ISO20022
System Software
1 11 (3.43%) Active Directory
2 5 (1.56%) Apache Flume
3 3 (0.93%) Docker
4 2 (0.62%) Virtual Machines
4 2 (0.62%) VirtualBox
5 1 (0.31%) HDFS
5 1 (0.31%) Hyper-V
5 1 (0.31%) Oracle RAC
5 1 (0.31%) VMware Infrastructure
5 1 (0.31%) vSphere
5 1 (0.31%) Xen
Systems Management
1 5 (1.56%) Puppet
2 2 (0.62%) HP Quality Center
3 1 (0.31%) Ambari
3 1 (0.31%) CA Single Sign-On
3 1 (0.31%) Cobbler
3 1 (0.31%) DBAmp
3 1 (0.31%) Oozie
3 1 (0.31%) Opscode Chef
3 1 (0.31%) Xymon
Vendors
1 72 (22.43%) Microsoft
2 46 (14.33%) Oracle
3 36 (11.21%) SAP
4 32 (9.97%) Tableau
5 20 (6.23%) Informatica
6 17 (5.30%) HP
7 14 (4.36%) IBM
8 13 (4.05%) Alteryx
9 8 (2.49%) Ab Initio
9 8 (2.49%) Hyperion
9 8 (2.49%) Salesforce.com
9 8 (2.49%) Talend
10 7 (2.18%) Avaya
10 7 (2.18%) Genesys
10 7 (2.18%) iManage
10 7 (2.18%) Siebel
11 6 (1.87%) Cloudera
11 6 (1.87%) Hortonworks
11 6 (1.87%) Jaspersoft
12 5 (1.56%) IBM Sterling
City, London
Deerfoot IT Resources Ltd
Salary: £70000 - £80000 per annum + bonus + bens
Posted: 19 hours ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: Up to £40,000 + 10%
Posted: 3 days ago
London
Vantage Recruitment Solutions Ltd
Salary: From £40,000 to £50,000 per annum + Benefits
Posted: 3 days ago
Manchester
Nigel Frank International Ltd
Salary: £40000 - £45000 per annum
Posted: 3 days ago
Manchester, Lancashire
Circle Recruitment
Salary: £35000 - £40000 per annum + benefits
Posted: 4 days ago
Central London / West End
Client Server
Salary: £30k to £38k + bonus + benefits
Posted: 3 days ago
Crawley, West Sussex
Comtecs
Salary: £44000 - £50000 Per Annum + on call + Bonus + Excellent Benefits
Posted: 4 days ago
Guildford, Surrey
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: 6 days ago
Central London / West End
Gamesys
Posted: 3 days ago
Guildford
Spectrum IT
Salary: £50000 - £65000 per annum + Benefits
Posted: 14 days ago
Stirling, Stirlingshire
PRUDENTIAL
Posted: 14 days ago
London
Lorien Resourcing
Salary: £100000 - £120000 per annum + Car Allow + Bonus + Benefits
Posted: 4 days ago
Guildford
Spectrum IT
Salary: £45000 - £60000 per annum + Benefits
Posted: 19 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 15 days ago
Cheltenham, Gloucestershire
Anatwine
Salary: From £40,000 to £65,000 per annum
Posted: 12 days ago
Gloucestershire
People Source Consulting
Salary: £30000 - £50000 per annum
Posted: 14 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 15 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 19 days ago
London
Hays London City Cheapside
Salary: £75000.00 - £85000.00 per annum
Posted: 25 days ago
Gloucestershire
People Source Consulting
Salary: £35000 - £50000 per annum
Posted: 27 days ago