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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Transformation
London / City of London
Rank 209 219 298
Rank change year-on-year
+10 +79
Permanent jobs citing Data Transformation 10 45 19
As % of all permanent IT jobs located in the City of London 0.20% 0.66% 0.18%
As % of the Processes & Methodologies category 0.23% 0.73% 0.21%
Number of salaries quoted 10 31 16
Median salary £55,000 £55,000 £52,500
Median salary % change year-on-year
- +4.76%
90% offered a salary of more than £38,600 £41,500 £35,500
10% offered a salary of more than £95,000 £60,000 £77,750
UK excluding London median salary £42,500 £41,000 £44,500
% change year-on-year
+3.65% -7.86%

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
4436 6127 8978
As % of all permanent IT jobs located in the City of London 89.80% 89.62% 86.94%
Number of salaries quoted 4040 5436 7627
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £37,500
10% offered a salary of more than £90,000 £82,500 £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 25 February 2017.

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 25 February 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 across the City of London region with a requirement for Data Transformation.

1 15 (71.43%) SQL
1 15 (71.43%) Finance
2 11 (52.38%) ETL
3 9 (42.86%) Microsoft
4 8 (38.10%) Business Intelligence
4 8 (38.10%) Data Warehouse
4 8 (38.10%) SQL Server
5 7 (33.33%) Data Quality
6 6 (28.57%) Data Management
7 5 (23.81%) Agile Software Development
7 5 (23.81%) Banking
7 5 (23.81%) Degree
7 5 (23.81%) Migration
7 5 (23.81%) T-SQL
7 5 (23.81%) Data Mapping
7 5 (23.81%) Spreadsheet
7 5 (23.81%) SQL Server Integration Services
7 5 (23.81%) Analytics
7 5 (23.81%) Relational Database
8 4 (19.05%) Hadoop
8 4 (19.05%) Data Entry
8 4 (19.05%) Visualisation
8 4 (19.05%) Big Data
8 4 (19.05%) .NET
8 4 (19.05%) Python
8 4 (19.05%) MS Excel
8 4 (19.05%) Data Modelling
8 4 (19.05%) Law
8 4 (19.05%) Legal
8 4 (19.05%) Data Security

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 2 (9.52%) Apache
1 2 (9.52%) Apache Spark
1 2 (9.52%) IIS
2 1 (4.76%) Mule
2 1 (4.76%) Oracle Service Bus
2 1 (4.76%) WebLogic
2 1 (4.76%) WebSphere
Applications
1 5 (23.81%) Spreadsheet
2 4 (19.05%) MS Excel
Cloud Services
1 2 (9.52%) Microsoft Azure
Database & Business Intelligence
1 8 (38.10%) Data Warehouse
1 8 (38.10%) SQL Server
2 5 (23.81%) Relational Database
2 5 (23.81%) SQL Server Integration Services
3 4 (19.05%) Big Data
3 4 (19.05%) Hadoop
4 3 (14.29%) MS Access
4 3 (14.29%) MySQL
4 3 (14.29%) SQL Server Reporting Services
5 2 (9.52%) NoSQL
5 2 (9.52%) QlikView
5 2 (9.52%) Spotfire
6 1 (4.76%) Data Mining
6 1 (4.76%) Qlik Sense
6 1 (4.76%) SQL Server Analysis Services
Development Applications
1 4 (19.05%) JIRA
2 2 (9.52%) Talend Open Studio
2 2 (9.52%) Visual Studio
3 1 (4.76%) Ant
3 1 (4.76%) Git (software)
3 1 (4.76%) Jenkins
General
1 15 (71.43%) Finance
2 5 (23.81%) Banking
3 4 (19.05%) Law
3 4 (19.05%) Legal
3 4 (19.05%) Retail
4 1 (4.76%) Billing
4 1 (4.76%) Corporate Banking
4 1 (4.76%) Financial Institution
Job Titles
1 12 (57.14%) Analyst
2 6 (28.57%) Data Analyst
3 4 (19.05%) Developer
4 2 (9.52%) Analyst Developer
4 2 (9.52%) Applications Developer
4 2 (9.52%) Applications Specialist
4 2 (9.52%) Applications Support
4 2 (9.52%) Applications Support Specialist
4 2 (9.52%) Architect
4 2 (9.52%) Big Data Architect
4 2 (9.52%) Big Data Engineer
4 2 (9.52%) Business Analyst
4 2 (9.52%) Business Developer
4 2 (9.52%) Business Intelligence Analyst
4 2 (9.52%) Data Architect
4 2 (9.52%) Data Engineer
4 2 (9.52%) Excel Analyst
4 2 (9.52%) Investment Banking Business Analyst
4 2 (9.52%) RAD Developer
4 2 (9.52%) Support Specialist
Libraries, Frameworks & Software Standards
1 4 (19.05%) .NET
2 3 (14.29%) Web Services
3 2 (9.52%) D3.js
4 1 (4.76%) Middleware
4 1 (4.76%) RESTful
Miscellaneous
1 3 (14.29%) Reference Data
2 2 (9.52%) Fintech
3 1 (4.76%) Computer Science
Operating Systems
1 1 (4.76%) Unix
1 1 (4.76%) Windows
Processes & Methodologies
1 11 (52.38%) ETL
2 8 (38.10%) Business Intelligence
3 6 (28.57%) Data Management
4 5 (23.81%) Agile Software Development
4 5 (23.81%) Analytics
4 5 (23.81%) Data Mapping
4 5 (23.81%) Migration
5 4 (19.05%) Data Analysis
5 4 (19.05%) Data Entry
5 4 (19.05%) Data Modelling
5 4 (19.05%) Data Security
5 4 (19.05%) Visualisation
5 4 (19.05%) Workflow
6 3 (14.29%) CRM
6 3 (14.29%) Data Governance
6 3 (14.29%) Data Migration
6 3 (14.29%) Risk Management
7 2 (9.52%) Data Cleansing
7 2 (9.52%) Data Protection
7 2 (9.52%) Greeks
Programming Languages
1 15 (71.43%) SQL
2 5 (23.81%) T-SQL
3 4 (19.05%) Python
4 3 (14.29%) VBA
5 2 (9.52%) Java
5 2 (9.52%) R
5 2 (9.52%) VB
Qualifications
1 5 (23.81%) Degree
2 2 (9.52%) Security Cleared
Quality Assurance & Compliance
1 7 (33.33%) Data Quality
2 3 (14.29%) QA
Vendors
1 9 (42.86%) Microsoft
2 2 (9.52%) Alteryx
2 2 (9.52%) Hortonworks
2 2 (9.52%) Tableau
2 2 (9.52%) Talend
3 1 (4.76%) Informatica
City, London
Square One Resources
Salary: From £90,000 to £110,000 per annum + Benefits
Posted: Yesterday
City of London
Michael Page Technology
Salary: £35000 - £43000 per annum + benefits
Posted: 4 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum benefits package
Posted: 6 days ago