The table below looks at the statistics for Data Transformation skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Transformation over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Data Transformation
Rank 225 216 303
Rank change year-on-year
-9 +87
Permanent jobs citing Data Transformation 12 40 25
As % of all permanent IT jobs located in the City of London 0.23% 0.59% 0.23%
As % of the Processes & Methodologies category 0.26% 0.67% 0.27%
Number of salaries quoted 9 33 20
Median salary £38,500 £55,000 £74,250
Median salary % change year-on-year
-30.00% -25.92%
90% offered a salary of more than £34,500 £42,500 £48,750
10% offered a salary of more than £65,000 £80,000 £90,000
UK excluding London median salary £45,000 £37,500 £40,000
% change year-on-year
+20.00% -6.25%
Data Transformation
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4600 5977 9324
As % of all permanent IT jobs located in the City of London 86.83% 88.36% 84.74%
Number of salaries quoted 4148 5293 8057
Median salary £59,000 £60,000 £57,500
Median salary % change year-on-year
-1.66% +4.34%
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £90,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Transformation
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London 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 the City of London

Data Transformation
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Transformation across the City of London region.

Data Transformation Salary Trend in the City of London

Data Transformation
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Transformation across the City of London region over the 3 months to 11 December 2016.

Data Transformation Salary Histogram in the City of London

Data Transformation
Top 30 Related IT Skills in the City of London

For the 6 months to 11 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 City of London region with a requirement for Data Transformation.

1 17 (65.38%) SQL
2 16 (61.54%) ETL
2 16 (61.54%) Finance
3 12 (46.15%) Business Intelligence
4 9 (34.62%) Data Warehouse
5 7 (26.92%) OOP
5 7 (26.92%) Python
5 7 (26.92%) CRM
5 7 (26.92%) QlikView
6 6 (23.08%) Agile Software Development
6 6 (23.08%) Data Management
6 6 (23.08%) Degree
6 6 (23.08%) Migration
6 6 (23.08%) Project Management
6 6 (23.08%) Microsoft
6 6 (23.08%) Relational Database
6 6 (23.08%) Mentoring
6 6 (23.08%) Qlik Sense
7 5 (19.23%) R
7 5 (19.23%) Data Quality
7 5 (19.23%) Alteryx
7 5 (19.23%) Squirro
7 5 (19.23%) MS Excel
7 5 (19.23%) Oracle
7 5 (19.23%) SQL Server
7 5 (19.23%) Business Development
7 5 (19.23%) Summit
7 5 (19.23%) Banking
7 5 (19.23%) Retail
7 5 (19.23%) Spreadsheet

Data Transformation
Top Related IT Skills in the City of London 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 3 (11.54%) Apache
1 3 (11.54%) Oracle SOA Suite
2 2 (7.69%) Apache Spark
3 1 (3.85%) CMS
3 1 (3.85%) Drupal
3 1 (3.85%) Mule
3 1 (3.85%) Oracle Service Bus
3 1 (3.85%) WebLogic
3 1 (3.85%) WebSphere
Applications
1 5 (19.23%) MS Excel
1 5 (19.23%) Spreadsheet
Business Applications
1 5 (19.23%) Summit
Cloud Services
1 4 (15.38%) Microsoft Azure
Communications & Networking
1 1 (3.85%) Internet
Database & Business Intelligence
1 9 (34.62%) Data Warehouse
2 7 (26.92%) QlikView
3 6 (23.08%) Qlik Sense
3 6 (23.08%) Relational Database
4 5 (19.23%) SQL Server
4 5 (19.23%) Squirro
5 3 (11.54%) Big Data
5 3 (11.54%) MS Access
5 3 (11.54%) MySQL
5 3 (11.54%) SQL Server Integration Services
5 3 (11.54%) SQL Server Reporting Services
6 2 (7.69%) Hadoop
6 2 (7.69%) NoSQL
6 2 (7.69%) SQL Server Analysis Services
7 1 (3.85%) Data Mining
7 1 (3.85%) SQL Server 2008
Development Applications
1 2 (7.69%) JIRA
2 1 (3.85%) Ant
2 1 (3.85%) Git (software)
2 1 (3.85%) Jenkins
2 1 (3.85%) MSTest
2 1 (3.85%) SpecFlow
2 1 (3.85%) Team Foundation Server
2 1 (3.85%) Visual Studio
General
1 16 (61.54%) Finance
2 5 (19.23%) Banking
2 5 (19.23%) Retail
3 4 (15.38%) Law
3 4 (15.38%) Legal
4 1 (3.85%) Back Office
4 1 (3.85%) Billing
4 1 (3.85%) Corporate Banking
4 1 (3.85%) Financial Institution
4 1 (3.85%) General Ledger
Job Titles
1 10 (38.46%) Analyst
2 7 (26.92%) Data Analyst
3 6 (23.08%) Architect
3 6 (23.08%) Developer
4 5 (19.23%) Business Intelligence Consultant
4 5 (19.23%) Consultant
4 5 (19.23%) Senior Business Intelligence Consultant
4 5 (19.23%) Senior Consultant
5 4 (15.38%) Solutions Architect
6 2 (7.69%) Analyst Developer
6 2 (7.69%) Applications Developer
6 2 (7.69%) Big Data Engineer
6 2 (7.69%) Business Analyst
6 2 (7.69%) Business Developer
6 2 (7.69%) Data Architect
6 2 (7.69%) Excel Analyst
6 2 (7.69%) Investment Banking Business Analyst
6 2 (7.69%) RAD Developer
6 2 (7.69%) Senior Analyst
6 2 (7.69%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (15.38%) Middleware
1 4 (15.38%) Web Services
2 3 (11.54%) REST
2 3 (11.54%) SOAP
3 1 (3.85%) .NET
3 1 (3.85%) AngularJS
3 1 (3.85%) Backbone.js
3 1 (3.85%) RESTful
3 1 (3.85%) Spring
3 1 (3.85%) XML
Miscellaneous
1 3 (11.54%) Enterprise Software
1 3 (11.54%) Reference Data
2 2 (7.69%) Computer Science
2 2 (7.69%) Fintech
3 1 (3.85%) Data Extraction
3 1 (3.85%) Derivative
3 1 (3.85%) Hybrid Cloud
3 1 (3.85%) Mathematics
3 1 (3.85%) Reinsurance
Operating Systems
1 1 (3.85%) Unix
1 1 (3.85%) Windows
Processes & Methodologies
1 16 (61.54%) ETL
2 12 (46.15%) Business Intelligence
3 7 (26.92%) CRM
3 7 (26.92%) OOP
4 6 (23.08%) Agile Software Development
4 6 (23.08%) Data Management
4 6 (23.08%) Mentoring
4 6 (23.08%) Migration
4 6 (23.08%) Project Management
5 5 (19.23%) Business Development
5 5 (19.23%) Data Mapping
5 5 (19.23%) Software Architecture
6 4 (15.38%) Analytics
6 4 (15.38%) Data Analysis
6 4 (15.38%) Data Entry
6 4 (15.38%) Data Migration
6 4 (15.38%) Risk Management
6 4 (15.38%) TOGAF
7 3 (11.54%) Data Analytics
7 3 (11.54%) Scrum
Programming Languages
1 17 (65.38%) SQL
2 7 (26.92%) Python
3 5 (19.23%) R
4 4 (15.38%) Java
4 4 (15.38%) JavaScript
4 4 (15.38%) PHP
5 3 (11.54%) T-SQL
5 3 (11.54%) VBA
6 1 (3.85%) C#
Qualifications
1 6 (23.08%) Degree
2 2 (7.69%) Security Cleared
Quality Assurance & Compliance
1 5 (19.23%) Data Quality
2 2 (7.69%) QA
Systems Management
1 1 (3.85%) HP Quality Center
Vendors
1 6 (23.08%) Microsoft
2 5 (19.23%) Alteryx
2 5 (19.23%) Oracle
2 5 (19.23%) Tableau
3 4 (15.38%) Avaya
3 4 (15.38%) Genesys
3 4 (15.38%) Salesforce.com
3 4 (15.38%) Siebel
4 1 (3.85%) Informatica
City, London
Oliver James Associates
Salary: £30000 - £45000 per annum
Posted: 5 days ago