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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Data Transformation
UK
Rank 700 692 793
Rank change year-on-year
-8 +101
Permanent jobs citing Data Transformation 151 228 150
As % of all permanent IT jobs located in the UK 0.18% 0.23% 0.14%
As % of the Processes & Methodologies category 0.20% 0.26% 0.17%
Number of salaries quoted 124 188 127
Median salary £53,750 £50,500 £45,000
Median salary % change year-on-year
+6.43% +12.22%
90% offered a salary of more than £35,000 £29,000 £35,000
10% offered a salary of more than £80,000 £80,000 £66,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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
74290 86752 90655
As % of all permanent IT jobs located in the UK 88.11% 87.71% 86.06%
Number of salaries quoted 61217 72076 74747
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 £31,000
10% offered a salary of more than £77,000 £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 23 January 2017 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 23 January 2017. 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 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 +18 145 £55,000 +4.76% 28
London +12 89 £62,500 +13.63% 18
South West +17 16 £44,250 -31.92% 4
City of London -18 12 £38,750 -29.54% 4
Gloucestershire - 11 £43,500 - 3
South East +56 9 £60,000 +41.17% 1
East of England +20 8 £50,000 +88.67%
West Midlands -3 7 £42,500 +66.66% 1
Surrey +51 6 £63,750 - 1
Yorkshire +24 6 £36,913 +27.28% 1
North West -25 5 £35,000 -30.00% 2
Solihull - 5 £42,500 - 1
East Midlands +5 4 £47,500 +86.27% 1
Leeds +29 3 £41,250 +46.01%
West Yorkshire +25 3 £41,250 +46.01%
Wiltshire +17 3 £42,500 -34.61% 1
Northampton +10 3 £50,000 +96.07% 1
Northamptonshire +8 3 £50,000 +96.07% 1
Cheshire +7 3 £35,000 -33.33%
Swindon - 3 £42,500 - 1
Ipswich - 3 - -
Wilmslow - 3 £35,000 -
Cheltenham - 3 £40,000 - 1
Essex - 3 £55,000 -
Suffolk - 3 - -
Bournemouth +21 2 £80,000 -
Dorset +18 2 £80,000 -
Hertfordshire +10 2 £45,000 +68.22%
Scotland +8 2 - - 1
Birmingham -2 2 £37,500 -1.96%

Data Transformation
Top 30 Related IT Skills

For the 6 months to 23 January 2017, 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.

1 186 (60.19%) SQL
2 139 (44.98%) ETL
3 134 (43.37%) Business Intelligence
4 124 (40.13%) SQL Server
5 101 (32.69%) Agile Software Development
6 98 (31.72%) Finance
7 91 (29.45%) Data Warehouse
8 82 (26.54%) Microsoft
8 82 (26.54%) SQL Server Integration Services
9 73 (23.62%) SQL Server Reporting Services
10 71 (22.98%) Java
11 68 (22.01%) Degree
12 63 (20.39%) T-SQL
13 54 (17.48%) Data Modelling
14 53 (17.15%) SQL Server Analysis Services
14 53 (17.15%) Analytics
15 52 (16.83%) .NET
16 45 (14.56%) Linux
16 45 (14.56%) Banking
17 44 (14.24%) Scrum
17 44 (14.24%) Oracle
18 43 (13.92%) QlikView
18 43 (13.92%) Web Services
18 43 (13.92%) Data Analysis
19 41 (13.27%) XML
20 40 (12.94%) MS Excel
20 40 (12.94%) Analytical Skills
21 38 (12.30%) Marketing
22 36 (11.65%) Retail
23 35 (11.33%) Data Management

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 19 (6.15%) Apache Spark
2 17 (5.50%) Oracle SOA Suite
3 5 (1.62%) Apache
3 5 (1.62%) SAS
4 3 (0.97%) Apache Pig
4 3 (0.97%) Oracle Service Bus
4 3 (0.97%) SharePoint
5 2 (0.65%) Mule
5 2 (0.65%) WebSphere
6 1 (0.32%) BizTalk Server
6 1 (0.32%) Elasticsearch
6 1 (0.32%) JBoss
6 1 (0.32%) Mule ESB
6 1 (0.32%) WebLogic
6 1 (0.32%) WebSphere Application Server
6 1 (0.32%) WebSphere Process Server
Applications
1 40 (12.94%) MS Excel
2 8 (2.59%) MS Office
3 5 (1.62%) Spreadsheet
4 4 (1.29%) MS Project
5 2 (0.65%) MS Visio
5 2 (0.65%) SPSS
Business Applications
1 13 (4.21%) SAP Oil and Gas
2 8 (2.59%) Oracle Retail
3 1 (0.32%) Cognos Business Intelligence
3 1 (0.32%) Oracle ERP
Cloud Services
1 31 (10.03%) Amazon AWS
2 20 (6.47%) SaaS
3 10 (3.24%) Microsoft Azure
4 8 (2.59%) Google Cloud Platform
5 5 (1.62%) iPaaS
6 2 (0.65%) Amazon CloudWatch
6 2 (0.65%) Boomi
6 2 (0.65%) PaaS
7 1 (0.32%) AWS Lambda
7 1 (0.32%) Office 365
7 1 (0.32%) OpenShift
Communications & Networking
1 19 (6.15%) SSH
2 3 (0.97%) FTP
2 3 (0.97%) SAN
3 2 (0.65%) Extranet
3 2 (0.65%) SSL
Database & Business Intelligence
1 124 (40.13%) SQL Server
2 91 (29.45%) Data Warehouse
3 82 (26.54%) SQL Server Integration Services
4 73 (23.62%) SQL Server Reporting Services
5 53 (17.15%) SQL Server Analysis Services
6 43 (13.92%) QlikView
7 34 (11.00%) SQL Server 2014
8 32 (10.36%) SQL Server 2012
8 32 (10.36%) SQL Server 2016
9 31 (10.03%) Relational Database
10 26 (8.41%) Big Data
10 26 (8.41%) NoSQL
11 25 (8.09%) Hadoop
12 23 (7.44%) OLAP
12 23 (7.44%) Power BI
13 20 (6.47%) DTS
13 20 (6.47%) RDBMS
14 16 (5.18%) MySQL
15 15 (4.85%) PostgreSQL
16 14 (4.53%) SQL Server 2008
Development Applications
1 23 (7.44%) JIRA
2 22 (7.12%) Git (software)
3 20 (6.47%) Team Foundation Server
4 19 (6.15%) Zephyr
5 13 (4.21%) Jenkins
5 13 (4.21%) Maven
6 8 (2.59%) SQL Server Management Studio (SSMS)
6 8 (2.59%) Visual Studio
7 6 (1.94%) Atlassian Bamboo
7 6 (1.94%) Bitbucket
7 6 (1.94%) Cucumber
7 6 (1.94%) Talend Open Studio
7 6 (1.94%) Vagrant
8 3 (0.97%) Ant
8 3 (0.97%) AppVeyor
8 3 (0.97%) Mercurial
8 3 (0.97%) Subversion
9 2 (0.65%) Eclipse
9 2 (0.65%) Selenium
9 2 (0.65%) SoapUI
General
1 98 (31.72%) Finance
2 45 (14.56%) Banking
3 38 (12.30%) Marketing
4 36 (11.65%) Retail
5 23 (7.44%) Telecoms
6 17 (5.50%) Games
7 14 (4.53%) Electronics
7 14 (4.53%) Investment Banking
8 13 (4.21%) Back Office
8 13 (4.21%) Manufacturing
9 11 (3.56%) Advertising
10 8 (2.59%) Law
10 8 (2.59%) Legal
11 7 (2.27%) Front Office
12 5 (1.62%) Billing
13 4 (1.29%) Automotive
14 3 (0.97%) French Language
15 2 (0.65%) International Banking
16 1 (0.32%) Corporate Banking
16 1 (0.32%) Financial Institution
Job Titles
1 144 (46.60%) Developer
2 53 (17.15%) SQL Developer
3 44 (14.24%) Analyst
3 44 (14.24%) Business Intelligence Developer
4 34 (11.00%) Architect
5 22 (7.12%) SQL Server Developer
6 19 (6.15%) Data Analyst
6 19 (6.15%) DBA
6 19 (6.15%) ETL Developer
6 19 (6.15%) Senior Developer
7 18 (5.83%) Consultant
8 17 (5.50%) Java Developer
8 17 (5.50%) SQL DBA
8 17 (5.50%) SQL Server DBA
9 14 (4.53%) .NET Developer
9 14 (4.53%) QlikView Developer
9 14 (4.53%) SSIS Developer
10 13 (4.21%) Business Developer
11 12 (3.88%) Solutions Architect
11 12 (3.88%) Tester
Libraries, Frameworks & Software Standards
1 52 (16.83%) .NET
2 43 (13.92%) Web Services
3 41 (13.27%) XML
4 23 (7.44%) SOAP
5 22 (7.12%) REST
6 18 (5.83%) Gherkin
7 14 (4.53%) CSS
7 14 (4.53%) HTML
8 13 (4.21%) ASP.NET
9 10 (3.24%) .NET Framework
9 10 (3.24%) Haml
9 10 (3.24%) MDX
9 10 (3.24%) Middleware
9 10 (3.24%) Sass
10 8 (2.59%) AngularJS
10 8 (2.59%) Oracle GoldenGate
11 7 (2.27%) JMS
11 7 (2.27%) Kafka
11 7 (2.27%) XSLT
12 6 (1.94%) XSD
Miscellaneous
1 40 (12.94%) Analytical Skills
2 34 (11.00%) Visualisation
3 31 (10.03%) Data Integration
4 29 (9.39%) Computer Science
5 25 (8.09%) Enterprise Software
6 17 (5.50%) Management Information System
7 15 (4.85%) Mathematics
8 13 (4.21%) Data Centre
8 13 (4.21%) Reinsurance
9 12 (3.88%) Fintech
9 12 (3.88%) iPad
9 12 (3.88%) Replication
9 12 (3.88%) Statistics
10 8 (2.59%) Market Risk
11 7 (2.27%) Equities
12 6 (1.94%) Reference Data
13 5 (1.62%) Data Structures
13 5 (1.62%) Economics
14 4 (1.29%) Data Extraction
14 4 (1.29%) Online Games
Operating Systems
1 45 (14.56%) Linux
2 7 (2.27%) Unix
3 6 (1.94%) Windows
4 3 (0.97%) Windows Server
4 3 (0.97%) Windows Server 2003
4 3 (0.97%) Windows Server 2012
5 1 (0.32%) CentOS
5 1 (0.32%) Solaris
5 1 (0.32%) Ubuntu
5 1 (0.32%) Windows 7
Processes & Methodologies
1 139 (44.98%) ETL
2 134 (43.37%) Business Intelligence
3 101 (32.69%) Agile Software Development
4 54 (17.48%) Data Modelling
5 53 (17.15%) Analytics
6 44 (14.24%) Scrum
7 43 (13.92%) Data Analysis
8 35 (11.33%) Data Management
9 32 (10.36%) Migration
10 25 (8.09%) E-Commerce
11 24 (7.77%) Data Migration
12 23 (7.44%) OO
13 22 (7.12%) BDD
13 22 (7.12%) CRM
13 22 (7.12%) SDLC
14 21 (6.80%) SOA
15 20 (6.47%) Defect Management
16 19 (6.15%) Data Mapping
16 19 (6.15%) Kanban
16 19 (6.15%) Test Management
Programming Languages
1 186 (60.19%) SQL
2 71 (22.98%) Java
3 63 (20.39%) T-SQL
4 21 (6.80%) Python
5 17 (5.50%) C#
5 17 (5.50%) Ruby
6 15 (4.85%) Scala
7 14 (4.53%) VBA
8 11 (3.56%) JavaScript
9 10 (3.24%) Elixir
9 10 (3.24%) GraphQL
9 10 (3.24%) JSX
9 10 (3.24%) PL/SQL
9 10 (3.24%) R
10 9 (2.91%) Data Analysis Expressions (DAX)
11 6 (1.94%) XPath
12 5 (1.62%) C++
12 5 (1.62%) PowerShell
12 5 (1.62%) VB.NET
13 4 (1.29%) PHP
Qualifications
1 68 (22.01%) Degree
2 19 (6.15%) ISEB
2 19 (6.15%) ISTQB
3 4 (1.29%) Security Cleared
4 3 (0.97%) CISA
4 3 (0.97%) PMI Certification
4 3 (0.97%) PMP
5 2 (0.65%) Microsoft Certification
5 2 (0.65%) SC Cleared
6 1 (0.32%) MCDBA
6 1 (0.32%) MCITP
6 1 (0.32%) PRINCE2 Certification
Quality Assurance & Compliance
1 31 (10.03%) Data Quality
2 11 (3.56%) QA
3 8 (2.59%) MiFID
4 3 (0.97%) SDET
5 2 (0.65%) IAS 39
5 2 (0.65%) SLA
6 1 (0.32%) Dodd-Frank
6 1 (0.32%) EMIR
6 1 (0.32%) FATCA
6 1 (0.32%) GDPR
System Software
1 7 (2.27%) Docker
2 3 (0.97%) Active Directory
3 2 (0.65%) Oracle RAC
4 1 (0.32%) Apache Flume
4 1 (0.32%) Apache ZooKeeper
4 1 (0.32%) HDFS
4 1 (0.32%) Hyper-V
Systems Management
1 6 (1.94%) Opscode Chef
2 3 (0.97%) Microsoft Clustering
3 1 (0.32%) Hadoop YARN
3 1 (0.32%) SCOM
Vendors
1 82 (26.54%) Microsoft
2 44 (14.24%) Oracle
3 32 (10.36%) Tableau
4 21 (6.80%) HP
5 15 (4.85%) SAP
6 11 (3.56%) Facebook
7 10 (3.24%) Google
7 10 (3.24%) IBM
7 10 (3.24%) Informatica
7 10 (3.24%) Twitter
8 8 (2.59%) ATG
8 8 (2.59%) IBM Sterling
9 6 (1.94%) Alteryx
9 6 (1.94%) Talend
10 4 (1.29%) Dell
11 3 (0.97%) Adobe
11 3 (0.97%) Bloomberg
11 3 (0.97%) FactSet
11 3 (0.97%) Jaspersoft
11 3 (0.97%) Salesforce.com
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum Plus excellent benefits
Posted: 14 hours ago
Sheffield, Yorkshire
Tall Recruitment Limited
Salary: £Negotiable
Posted: 3 days ago
London
KPRS
Salary: From £55,000 to £55,000 per annum £55k + benefits
Posted: 3 days ago
Liverpool, Merseyside
Oho Group Ltd.
Salary: £40000 - £45000 per annum
Posted: 5 days ago
Edinburgh, Midlothian
Lorien Resourcing
Posted: 6 days ago
London
Networking People
Salary: £60000 - £70000 per annum + Neg - full corporate benefits
Posted: 5 days ago
Central London / West End
Client Server
Salary: £70k to £85k + options + benefits
Posted: 2 days ago
London
NST Recruitment Limited
Posted: 3 days ago
Cheltenham, Gloucestershire
Maclean Moore Consulting
Salary: From £100,000 to £110,000 per annum plus excellent incentives
Posted: 4 days ago
Northampton, Northamptonshire
Evolution Recruitment Solutions
Salary: 55,000 + benefits
Posted: 2 days ago
Swindon, Wiltshire
Sanderson
Salary: £45000.00 per annum
Posted: 6 days ago
Central London / West End
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 6 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 2 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 5 days ago
Manchester, Lancashire
Peninsula
Salary: £0 per year
Posted: 13 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 6 days ago
City of London
Michael Page Technology
Salary: £35000 - £43000 per annum + benefits
Posted: 14 days ago
London
Lorien Resourcing
Salary: £100000 - £110000 per annum + +Bonus + Car allowance + Benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + very generous bonus and car allowance plus much mo
Posted: 5 days ago
London, Victoria
Medicines and Healthcare Products Regulatory Agency
Salary: HEO: £30,901 - £31,582 per annum incl Inner London Weighting Allowance
Posted: 11 days ago
London
Client Server
Salary: £70000 - £85000 per annum + bonus + benefits
Posted: 10 days ago
Gloucestershire
People Source Consulting
Salary: £35000 - £55000 per annum
Posted: 11 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 14 days ago
London
Client Server
Salary: £70,000 to £85,000 + bonus + benefits
Posted: 18 days ago
Gloucestershire
People Source Consulting
Salary: £35000 - £52000 per annum
Posted: 19 days ago