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

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Transformation
London / City of London
Rank 208 217 291
Rank change year-on-year
+9 +74
Permanent jobs citing Data Transformation 12 47 19
As % of all permanent IT jobs located in the City of London 0.24% 0.73% 0.19%
As % of the Processes & Methodologies category 0.28% 0.82% 0.22%
Number of salaries quoted 10 38 16
Median salary £38,750 £55,000 £61,250
Median salary % change year-on-year
-29.54% -10.20%
90% offered a salary of more than £34,750 £41,850 £43,000
10% offered a salary of more than £65,000 £80,000 £90,000
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 in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4350 5744 8741
As % of all permanent IT jobs located in the City of London 87.75% 88.86% 85.52%
Number of salaries quoted 3942 5142 7545
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 £38,500
10% offered a salary of more than £90,000 £82,500 £86,500
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 22 January 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 22 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 across the City of London region with a requirement for Data Transformation.

1 10 (66.67%) SQL
1 10 (66.67%) ETL
2 9 (60.00%) Finance
3 7 (46.67%) Business Intelligence
4 6 (40.00%) Data Warehouse
4 6 (40.00%) Data Management
5 5 (33.33%) Migration
5 5 (33.33%) Banking
5 5 (33.33%) Degree
5 5 (33.33%) Microsoft
5 5 (33.33%) Spreadsheet
5 5 (33.33%) Data Mapping
5 5 (33.33%) Data Quality
6 4 (26.67%) Analytics
6 4 (26.67%) Data Entry
6 4 (26.67%) MS Excel
6 4 (26.67%) CRM
6 4 (26.67%) SQL Server
6 4 (26.67%) Data Analysis
6 4 (26.67%) Retail
6 4 (26.67%) Law
6 4 (26.67%) Legal
7 3 (20.00%) Risk Management
7 3 (20.00%) VBA
7 3 (20.00%) MySQL
7 3 (20.00%) MS Access
7 3 (20.00%) Python
7 3 (20.00%) Agile Software Development
7 3 (20.00%) Data Migration
7 3 (20.00%) Reference Data

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 (13.33%) Apache Spark
2 1 (6.67%) Apache
2 1 (6.67%) Mule
2 1 (6.67%) Oracle Service Bus
2 1 (6.67%) Oracle SOA Suite
2 1 (6.67%) WebLogic
2 1 (6.67%) WebSphere
Applications
1 5 (33.33%) Spreadsheet
2 4 (26.67%) MS Excel
Cloud Services
1 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 6 (40.00%) Data Warehouse
2 4 (26.67%) SQL Server
3 3 (20.00%) MS Access
3 3 (20.00%) MySQL
4 2 (13.33%) Big Data
4 2 (13.33%) Hadoop
4 2 (13.33%) NoSQL
4 2 (13.33%) QlikView
4 2 (13.33%) SQL Server Integration Services
5 1 (6.67%) Data Mining
5 1 (6.67%) Qlik Sense
5 1 (6.67%) Relational Database
5 1 (6.67%) Spotfire
5 1 (6.67%) SQL Server Analysis Services
5 1 (6.67%) SQL Server Reporting Services
Development Applications
1 2 (13.33%) JIRA
2 1 (6.67%) Ant
2 1 (6.67%) Git (software)
2 1 (6.67%) Jenkins
2 1 (6.67%) Talend Open Studio
General
1 9 (60.00%) Finance
2 5 (33.33%) Banking
3 4 (26.67%) Law
3 4 (26.67%) Legal
3 4 (26.67%) Retail
4 1 (6.67%) Billing
4 1 (6.67%) Corporate Banking
4 1 (6.67%) Financial Institution
Job Titles
1 9 (60.00%) Analyst
2 6 (40.00%) Data Analyst
3 4 (26.67%) Developer
4 3 (20.00%) Architect
5 2 (13.33%) Analyst Developer
5 2 (13.33%) Applications Developer
5 2 (13.33%) Big Data Architect
5 2 (13.33%) Big Data Engineer
5 2 (13.33%) Business Analyst
5 2 (13.33%) Business Developer
5 2 (13.33%) Data Architect
5 2 (13.33%) Data Engineer
5 2 (13.33%) Excel Analyst
5 2 (13.33%) Investment Banking Business Analyst
5 2 (13.33%) RAD Developer
6 1 (6.67%) Business Intelligence Lead
6 1 (6.67%) ETL Analyst
6 1 (6.67%) Integration Developer
6 1 (6.67%) Migration Analyst
6 1 (6.67%) SQL Analyst
Libraries, Frameworks & Software Standards
1 2 (13.33%) Middleware
1 2 (13.33%) Web Services
2 1 (6.67%) .NET
2 1 (6.67%) D3.js
2 1 (6.67%) REST
2 1 (6.67%) RESTful
2 1 (6.67%) SOAP
Miscellaneous
1 3 (20.00%) Reference Data
2 2 (13.33%) Fintech
3 1 (6.67%) Computer Science
3 1 (6.67%) Data Extraction
3 1 (6.67%) Enterprise Software
3 1 (6.67%) Mathematics
3 1 (6.67%) Visualisation
Operating Systems
1 1 (6.67%) Unix
1 1 (6.67%) Windows
Processes & Methodologies
1 10 (66.67%) ETL
2 7 (46.67%) Business Intelligence
3 6 (40.00%) Data Management
4 5 (33.33%) Data Mapping
4 5 (33.33%) Migration
5 4 (26.67%) Analytics
5 4 (26.67%) CRM
5 4 (26.67%) Data Analysis
5 4 (26.67%) Data Entry
6 3 (20.00%) Agile Software Development
6 3 (20.00%) Data Migration
6 3 (20.00%) Risk Management
7 2 (13.33%) Big Data Analytics
7 2 (13.33%) Business Analysis
7 2 (13.33%) Data Analytics
7 2 (13.33%) Data Cleansing
7 2 (13.33%) Data Modelling
7 2 (13.33%) Greeks
7 2 (13.33%) OOP
7 2 (13.33%) Technical Analysis
Programming Languages
1 10 (66.67%) SQL
2 3 (20.00%) Python
2 3 (20.00%) VBA
3 2 (13.33%) Java
4 1 (6.67%) JavaScript
4 1 (6.67%) PHP
4 1 (6.67%) R
4 1 (6.67%) T-SQL
4 1 (6.67%) VB
Qualifications
1 5 (33.33%) Degree
2 2 (13.33%) Security Cleared
Quality Assurance & Compliance
1 5 (33.33%) Data Quality
2 1 (6.67%) QA
Vendors
1 5 (33.33%) Microsoft
2 1 (6.67%) Alteryx
2 1 (6.67%) Avaya
2 1 (6.67%) Genesys
2 1 (6.67%) Informatica
2 1 (6.67%) Oracle
2 1 (6.67%) Salesforce.com
2 1 (6.67%) Siebel
2 1 (6.67%) Tableau
2 1 (6.67%) Talend
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum Plus excellent benefits
Posted: 2 hours ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + very generous bonus and car allowance plus much mo
Posted: 5 days ago
City of London
Michael Page Technology
Salary: £35000 - £43000 per annum + benefits
Posted: 13 days ago