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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Data Transformation
Rank 735 705 797
Rank change year-on-year
-30 +92
Permanent jobs citing Data Transformation 161 237 172
As % of all permanent IT jobs located in the UK 0.17% 0.22% 0.15%
As % of the Processes & Methodologies category 0.19% 0.25% 0.18%
Number of salaries quoted 123 198 144
Median salary £47,000 £50,000 £45,000
Median salary % change year-on-year
-6.00% +11.11%
90% offered a salary of more than £34,000 £35,000 £33,500
10% offered a salary of more than £75,000 £70,000 £66,750
UK excluding London median salary £43,250 £43,000 £42,500
% change year-on-year
+0.58% +1.17%

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
84415 94722 96201
As % of all permanent IT jobs located in the UK 88.27% 87.50% 85.32%
Number of salaries quoted 70238 78268 76950
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 £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

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 27 September 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 27 September 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 -24 155 £47,000 -6.00% 28
London +19 69 £67,500 +17.39% 18
South East +16 38 £45,000 +5.26% 3
North West +5 17 £37,500 +7.14% 2
Manchester +7 16 £37,500 -42.30% 1
West Sussex +11 10 £47,000 +9.30% 1
Brighton +4 10 £34,000 -17.57%
East Sussex +1 10 £34,000 -17.57%
South West -13 10 £43,250 -27.91% 2
Crawley - 10 £47,000 - 1
Yorkshire +21 9 £45,000 -41.55% 1
Surrey +19 9 £57,500 +35.29% 1
City of London +8 9 £75,000 +30.43% 6
Gloucestershire -2 9 £42,500 - 2
Guildford - 7 £57,500 - 1
Hampshire - 5 £45,000 -
Leeds +27 4 - - 1
Scotland +26 4 £65,000 +52.94%
West Yorkshire +14 4 - - 1
East of England +12 4 £30,000 -40.00% 2
Farnborough - 4 £45,000 -
Cambridge +17 3 £30,000 -65.71%
Cambridgeshire +11 3 £30,000 -65.71%
Edinburgh - 3 £65,000 -
South Yorkshire - 3 £47,000 -
Berkshire +9 2 £42,500 -13.26%
North Yorkshire +9 2 £45,000 +12.50%
East Midlands +5 2 £21,500 -38.57%
West Midlands -27 2 £42,500 +26.86%
Sheffield - 2 £55,000 -

Data Transformation
Top 30 Related IT Skills

For the 6 months to 27 September 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.

1 199 (59.23%) SQL
2 162 (48.21%) ETL
3 154 (45.83%) Business Intelligence
4 151 (44.94%) SQL Server
5 124 (36.90%) Finance
6 118 (35.12%) SQL Server Integration Services
7 102 (30.36%) Data Warehouse
8 90 (26.79%) SQL Server Reporting Services
9 87 (25.89%) Agile Software Development
10 83 (24.70%) Microsoft
11 75 (22.32%) T-SQL
12 74 (22.02%) SQL Server Analysis Services
13 61 (18.15%) Analytics
14 60 (17.86%) Data Management
15 59 (17.56%) Data Integration
16 58 (17.26%) Degree
17 57 (16.96%) Data Modelling
18 56 (16.67%) XML
19 55 (16.37%) MS Excel
20 53 (15.77%) Java
20 53 (15.77%) Data Analysis
20 53 (15.77%) Relational Database
21 51 (15.18%) .NET
22 47 (13.99%) QlikView
23 46 (13.69%) Oracle
23 46 (13.69%) Analytical Skills
24 43 (12.80%) Scrum
25 42 (12.50%) SQL Server 2012
26 40 (11.90%) Banking
27 39 (11.61%) Migration

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 8 (2.38%) Oracle Service Bus
2 7 (2.08%) Apache
3 6 (1.79%) Apache Spark
3 6 (1.79%) SAS
4 4 (1.19%) Mule
4 4 (1.19%) SharePoint
5 3 (0.89%) Mule ESB
6 2 (0.60%) WebSphere
7 1 (0.30%) BizTalk Server
7 1 (0.30%) CMS
7 1 (0.30%) Drupal
7 1 (0.30%) WebLogic
7 1 (0.30%) WebSphere Application Server
7 1 (0.30%) WebSphere Process Server
Applications
1 55 (16.37%) MS Excel
2 15 (4.46%) MS Office
3 1 (0.30%) MS Visio
Business Applications
1 14 (4.17%) SAP Oil and Gas
2 9 (2.68%) Oracle Retail
3 5 (1.49%) Summit
4 4 (1.19%) SAP MDM
5 1 (0.30%) Oracle EBS
Cloud Services
1 17 (5.06%) Microsoft Azure
2 12 (3.57%) Amazon AWS
3 7 (2.08%) SaaS
4 4 (1.19%) Google Cloud Platform
5 3 (0.89%) Google Analytics
6 2 (0.60%) AWS Lambda
6 2 (0.60%) GitHub
6 2 (0.60%) iPaaS
6 2 (0.60%) Office 365
6 2 (0.60%) PaaS
7 1 (0.30%) Force.com
7 1 (0.30%) IBM Cloud
Communications & Networking
1 15 (4.46%) SSH
2 5 (1.49%) FTP
3 2 (0.60%) SAN
4 1 (0.30%) Internet
4 1 (0.30%) Network Security
Database & Business Intelligence
1 151 (44.94%) SQL Server
2 118 (35.12%) SQL Server Integration Services
3 102 (30.36%) Data Warehouse
4 90 (26.79%) SQL Server Reporting Services
5 74 (22.02%) SQL Server Analysis Services
6 53 (15.77%) Relational Database
7 47 (13.99%) QlikView
8 42 (12.50%) SQL Server 2012
9 35 (10.42%) SQL Server 2014
10 28 (8.33%) Big Data
11 26 (7.74%) SQL Server 2016
12 18 (5.36%) DTS
12 18 (5.36%) NoSQL
12 18 (5.36%) OLAP
13 16 (4.76%) Microsoft Analysis Services
13 16 (4.76%) MySQL
13 16 (4.76%) OLTP
14 15 (4.46%) Power BI
15 14 (4.17%) RDBMS
16 13 (3.87%) Oracle Database
Development Applications
1 22 (6.55%) JIRA
2 17 (5.06%) Team Foundation Server
3 16 (4.76%) Git (software)
4 15 (4.46%) Zephyr
5 9 (2.68%) Jenkins
6 8 (2.38%) Visual Studio
7 7 (2.08%) Maven
8 5 (1.49%) Atlassian Bamboo
8 5 (1.49%) Cucumber
9 4 (1.19%) Talend Open Studio
10 2 (0.60%) MSTest
10 2 (0.60%) SpecFlow
10 2 (0.60%) SQL Server Management Studio (SSMS)
10 2 (0.60%) Vagrant
11 1 (0.30%) Ant
11 1 (0.30%) Appcelerator Titanium
11 1 (0.30%) Bitbucket
11 1 (0.30%) SoapUI
11 1 (0.30%) Subversion
11 1 (0.30%) Visual Studio Team System
General
1 124 (36.90%) Finance
2 40 (11.90%) Banking
3 27 (8.04%) Marketing
3 27 (8.04%) Telecoms
4 15 (4.46%) Back Office
4 15 (4.46%) Manufacturing
4 15 (4.46%) Retail
5 14 (4.17%) Electronics
6 12 (3.57%) Investment Banking
7 8 (2.38%) Advertising
8 7 (2.08%) Legal
9 6 (1.79%) Law
10 4 (1.19%) Publishing
11 2 (0.60%) Billing
11 2 (0.60%) Financial Institution
11 2 (0.60%) Games
11 2 (0.60%) General Ledger
12 1 (0.30%) Front Office
12 1 (0.30%) International Banking
12 1 (0.30%) Pharmaceutical
Job Titles
1 135 (40.18%) Developer
2 58 (17.26%) SQL Developer
3 45 (13.39%) Analyst
4 43 (12.80%) Business Intelligence Developer
5 40 (11.90%) Architect
6 32 (9.52%) SQL Server Developer
7 31 (9.23%) Consultant
8 28 (8.33%) SSIS Developer
9 27 (8.04%) ETL Developer
10 26 (7.74%) SSRS Developer
11 22 (6.55%) DBA
11 22 (6.55%) SQL DBA
12 21 (6.25%) SQL BI Developer
12 21 (6.25%) SQL Server DBA
13 20 (5.95%) Junior
14 18 (5.36%) Solutions Architect
15 16 (4.76%) Data Consultant
16 14 (4.17%) Data Architect
17 13 (3.87%) Junior Developer
17 13 (3.87%) Senior Developer
Libraries, Frameworks & Software Standards
1 56 (16.67%) XML
2 51 (15.18%) .NET
3 37 (11.01%) Web Services
4 27 (8.04%) SOAP
5 26 (7.74%) REST
6 18 (5.36%) ASP.NET
7 17 (5.06%) Middleware
8 14 (4.17%) Gherkin
8 14 (4.17%) XSLT
9 13 (3.87%) HTML
10 10 (2.98%) JSON
11 9 (2.68%) CSS
12 8 (2.38%) Oracle GoldenGate
13 7 (2.08%) .NET Framework
13 7 (2.08%) Haml
13 7 (2.08%) JMS
13 7 (2.08%) MDX
13 7 (2.08%) Sass
13 7 (2.08%) XML Schema
14 5 (1.49%) SAML
Miscellaneous
1 59 (17.56%) Data Integration
2 46 (13.69%) Analytical Skills
3 30 (8.93%) Enterprise Software
4 29 (8.63%) Visualisation
5 18 (5.36%) Management Information System
6 16 (4.76%) Computer Science
6 16 (4.76%) Data Centre
7 14 (4.17%) iPad
7 14 (4.17%) Reinsurance
8 10 (2.98%) Fintech
9 8 (2.38%) Mathematics
9 8 (2.38%) Replication
10 7 (2.08%) Data Structures
11 6 (1.79%) NHS
11 6 (1.79%) Reference Data
11 6 (1.79%) User Experience
12 5 (1.49%) Client/Server
12 5 (1.49%) Market Risk
12 5 (1.49%) Statistics
13 4 (1.19%) Fixed Income
Operating Systems
1 24 (7.14%) Linux
2 6 (1.79%) Windows
3 5 (1.49%) Unix
4 4 (1.19%) Windows Server
4 4 (1.19%) Windows Server 2012
5 3 (0.89%) Windows Server 2003
6 1 (0.30%) CentOS
6 1 (0.30%) Ubuntu
6 1 (0.30%) Windows 7
Processes & Methodologies
1 162 (48.21%) ETL
2 154 (45.83%) Business Intelligence
3 87 (25.89%) Agile Software Development
4 61 (18.15%) Analytics
5 60 (17.86%) Data Management
6 57 (16.96%) Data Modelling
7 53 (15.77%) Data Analysis
8 43 (12.80%) Scrum
9 39 (11.61%) Migration
9 39 (11.61%) SDLC
10 34 (10.12%) Performance Tuning
11 30 (8.93%) SOA
12 29 (8.63%) Data Migration
13 28 (8.33%) Data Governance
13 28 (8.33%) Mentoring
14 26 (7.74%) CRM
15 25 (7.44%) Data Mapping
16 24 (7.14%) ETL Development
17 22 (6.55%) Data Analytics
18 21 (6.25%) Stakeholder Management
Programming Languages
1 199 (59.23%) SQL
2 75 (22.32%) T-SQL
3 53 (15.77%) Java
4 29 (8.63%) C#
5 20 (5.95%) JavaScript
6 15 (4.46%) PL/SQL
7 13 (3.87%) Python
8 12 (3.57%) Ruby
9 10 (2.98%) PHP
10 9 (2.68%) R
10 9 (2.68%) Scala
11 7 (2.08%) Elixir
11 7 (2.08%) GraphQL
11 7 (2.08%) JSX
11 7 (2.08%) XQuery
12 4 (1.19%) Data Analysis Expressions (DAX)
12 4 (1.19%) PowerShell
12 4 (1.19%) VBA
13 3 (0.89%) VB
14 2 (0.60%) VB.NET
Qualifications
1 58 (17.26%) Degree
2 17 (5.06%) ISEB
3 15 (4.46%) ISTQB
4 3 (0.89%) Security Cleared
5 2 (0.60%) PhD
5 2 (0.60%) SC Cleared
6 1 (0.30%) APMP
6 1 (0.30%) BPSS Clearance
6 1 (0.30%) HND
6 1 (0.30%) ITIL Foundation Certificate
6 1 (0.30%) Microsoft Certification
6 1 (0.30%) PMI Certification
6 1 (0.30%) PRINCE2 Certification
Quality Assurance & Compliance
1 39 (11.61%) Data Quality
2 15 (4.46%) QA
3 7 (2.08%) MiFID
4 5 (1.49%) IAS 39
5 2 (0.60%) ISO20022
6 1 (0.30%) Dodd-Frank
6 1 (0.30%) EMIR
6 1 (0.30%) FATCA
6 1 (0.30%) SDET
System Software
1 11 (3.27%) Active Directory
2 2 (0.60%) Docker
3 1 (0.30%) Apache Flume
3 1 (0.30%) Hyper-V
3 1 (0.30%) Virtual Machines
3 1 (0.30%) VirtualBox
Systems Management
1 2 (0.60%) HP Quality Center
2 1 (0.30%) DBAmp
2 1 (0.30%) Oozie
2 1 (0.30%) Opscode Chef
2 1 (0.30%) Puppet
Vendors
1 83 (24.70%) Microsoft
2 46 (13.69%) Oracle
3 34 (10.12%) SAP
4 32 (9.52%) Tableau
5 17 (5.06%) HP
6 15 (4.46%) Informatica
7 13 (3.87%) Alteryx
8 12 (3.57%) IBM
9 8 (2.38%) ATG
9 8 (2.38%) Facebook
9 8 (2.38%) IBM Sterling
9 8 (2.38%) Salesforce.com
10 7 (2.08%) Avaya
10 7 (2.08%) Genesys
10 7 (2.08%) Google
10 7 (2.08%) iManage
10 7 (2.08%) Siebel
10 7 (2.08%) Twitter
11 5 (1.49%) Ab Initio
11 5 (1.49%) Hyperion
City, London
Best Practice Talent Solutions
Salary: From £25,000 to £35,000 per annum depending on experience and aptitude
Posted: 5 hours ago
Milton Keynes, Buckinghamshire
ANSON MCCADE
Salary: Up to £70,000 with an attractive bonus scheme, healthcare and pension
Posted: 2 hours ago
Crawley, West Sussex
Comtecs
Salary: £42000 - £50000 Per Annum
Posted: 19 hours ago
Colchester, Essex
Tec Partners
Salary: £40000.00 per annum
Posted: 5 days ago
Guildford, Surrey
Spectrum IT Recruitment (South) Ltd
Salary: £55000 - £70000 per annum + Benefits
Posted: 3 days ago
London
Vantage Recruitment Solutions Ltd
Salary: From £30,000 to £45,000 per annum + Benefits
Posted: 6 days ago
Central London / West End
Client Server
Salary: £30k to £38k + bonus + benefits
Posted: 4 days ago
London
Networking People
Salary: £65000 - £85000 per annum + full corporate benefits package
Posted: 4 days ago
City of London
KDR Recruitment
Salary: £80000 - £110000 per annum + Bonus + Excellent package
Posted: 4 days ago
Leeds, West Yorkshire
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 4 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 5 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 5 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 6 days ago
London
Client Server
Salary: £30k to £38k + bonus + benefits
Posted: 11 days ago
Manchester, Lancashire
Peninsula
Salary: Market related
Posted: 20 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 17 days ago
Gloucestershire
People Source Consulting
Salary: £40000 - £48000 per annum
Posted: 19 days ago
Merseyside
Experian
Salary: Pension, Bonus Scheme
Posted: 21 days ago
Gloucestershire
People Source Consulting
Salary: £30000 - £50000 per annum
Posted: 27 days ago