Period
to 25 September 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 6 months to 25 September 2018 with a comparison to the same period in the previous 2 years.

Data Transformation
Central London > City of London
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 306 304 339
Rank change year-on-year -2 +35 +28
Permanent jobs citing Data Transformation 35 28 20
As % of all permanent IT jobs advertised in the City of London 0.32% 0.28% 0.16%
As % of the Processes & Methodologies category 0.34% 0.30% 0.18%
Number of salaries quoted 32 27 7
City of London median annual salary £67,500 £67,500 £53,000
Median salary % change year-on-year - +27.36% -7.83%
10th Percentile £47,875 £60,000 £46,500
90th Percentile £104,000 £114,000 £76,750
Central London median annual salary £67,500 £67,500 £53,000
% change year-on-year - +27.36% -7.83%

Data Transformation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 10,213 9,300 11,186
As % of all permanent IT jobs advertised in the City of London 92.21% 91.54% 91.50%
Number of salaries quoted 9,098 8,390 10,237
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,000 £36,250 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

Data Transformation
Job Vacancy Trend in the City of London

Job postings citing Data Transformation as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Data Transformation 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 in the City of London.

Salary trend for Data Transformation in the City of London

Data Transformation
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Transformation in the City of London over the 6 months to 25 September 2018.

Salary histogram for Data Transformation in the City of London

For the 6 months to 25 September 2018, IT jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for Data Transformation.

1 30 (85.71%) SQL
2 25 (71.43%) Finance
3 19 (54.29%) SQL Server
4 13 (37.14%) Legal
4 13 (37.14%) Analytical Skills
5 12 (34.29%) ASP.NET
5 12 (34.29%) .NET
5 12 (34.29%) C#
6 11 (31.43%) Business Intelligence
7 8 (22.86%) Microsoft
7 8 (22.86%) MVC
7 8 (22.86%) Data Warehouse
7 8 (22.86%) WCF
7 8 (22.86%) SQL Server 2012
8 7 (20.00%) Agile Software Development
8 7 (20.00%) SQL Server Reporting Services
8 7 (20.00%) SQL Server Integration Services
9 6 (17.14%) ETL
9 6 (17.14%) SAS
9 6 (17.14%) PRINCE2
9 6 (17.14%) Java
9 6 (17.14%) XML
9 6 (17.14%) Oracle
9 6 (17.14%) Data Analysis
9 6 (17.14%) SQL Server Analysis Services
9 6 (17.14%) Tableau
9 6 (17.14%) Data Structures
9 6 (17.14%) Problem-Solving
10 5 (14.29%) Scenario Testing
10 5 (14.29%) Virtual Team

Data Transformation
Co-occurring 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 6 (17.14%) SAS
2 2 (5.71%) JBoss
3 1 (2.86%) Oracle Workflow
Applications
1 5 (14.29%) Microsoft Excel
2 1 (2.86%) Microsoft Project
2 1 (2.86%) MS Visio
Business Applications
1 3 (8.57%) Sonata
2 1 (2.86%) Dynamics AX
2 1 (2.86%) Dynamics GP
2 1 (2.86%) Dynamics NAV
Cloud Services
1 3 (8.57%) Amazon AWS
2 2 (5.71%) Google Cloud Platform
2 2 (5.71%) Microsoft Azure
2 2 (5.71%) OpenShift
Communications & Networking
1 1 (2.86%) CHAP
Database & Business Intelligence
1 19 (54.29%) SQL Server
2 8 (22.86%) Data Warehouse
2 8 (22.86%) SQL Server 2012
3 7 (20.00%) SQL Server Integration Services
3 7 (20.00%) SQL Server Reporting Services
4 6 (17.14%) SQL Server Analysis Services
5 5 (14.29%) BusinessObjects
6 3 (8.57%) Oracle Database
6 3 (8.57%) Power BI
7 2 (5.71%) BigQuery
7 2 (5.71%) PostgreSQL
8 1 (2.86%) Amazon Redshift
8 1 (2.86%) Azure SQL Data Warehouse
8 1 (2.86%) Big Data
8 1 (2.86%) Data Lake
8 1 (2.86%) Hadoop
8 1 (2.86%) MySQL
8 1 (2.86%) QlikView
8 1 (2.86%) Relational Database
Development Applications
1 4 (11.43%) SQL Server Management Studio (SSMS)
2 1 (2.86%) Git (software)
2 1 (2.86%) JIRA
2 1 (2.86%) JIRA Agile
2 1 (2.86%) Maven
General
1 25 (71.43%) Finance
2 13 (37.14%) Legal
3 3 (8.57%) Financial Institution
3 3 (8.57%) Law
4 2 (5.71%) Telecoms
5 1 (2.86%) Back Office
5 1 (2.86%) Banking
5 1 (2.86%) Investment Banking
5 1 (2.86%) Retail
Job Titles
1 19 (54.29%) Developer
2 12 (34.29%) SQL Developer
3 7 (20.00%) Analyst
4 5 (14.29%) Analyst Developer
4 5 (14.29%) Business Intelligence Analyst
4 5 (14.29%) Business Intelligence Developer
4 5 (14.29%) Data Analyst
4 5 (14.29%) Data Engineer
4 5 (14.29%) Systems Analyst
4 5 (14.29%) Systems Developer
5 4 (11.43%) .NET Developer
5 4 (11.43%) .NET Software Developer
5 4 (11.43%) ASP.NET Developer
5 4 (11.43%) Development Analyst
5 4 (11.43%) Software Developer
5 4 (11.43%) Systems Development Analyst
6 3 (8.57%) Consultant
6 3 (8.57%) Technical Consultant
7 2 (5.71%) Senior Manager
7 2 (5.71%) Support Analyst
Libraries, Frameworks & Software Standards
1 12 (34.29%) .NET
1 12 (34.29%) ASP.NET
2 8 (22.86%) WCF
3 6 (17.14%) XML
4 5 (14.29%) Web Services
5 4 (11.43%) XSLT
6 3 (8.57%) HTML
6 3 (8.57%) SAML
7 2 (5.71%) JMS
7 2 (5.71%) XSD
8 1 (2.86%) Middleware
8 1 (2.86%) Murex MxML
8 1 (2.86%) Spring
Miscellaneous
1 13 (37.14%) Analytical Skills
2 6 (17.14%) Data Structures
3 5 (14.29%) Analytical Mindset
3 5 (14.29%) Computer Science
3 5 (14.29%) Reinsurance
3 5 (14.29%) Virtual Team
4 3 (8.57%) Enterprise Software
5 2 (5.71%) Management Information System
6 1 (2.86%) Fintech
6 1 (2.86%) Foreign Exchange (FX)
6 1 (2.86%) Greenfield Project
6 1 (2.86%) Pricing Data
6 1 (2.86%) Self-Motivation
6 1 (2.86%) SWIFT
Operating Systems
1 2 (5.71%) Linux
1 2 (5.71%) Unix
2 1 (2.86%) Windows
Processes & Methodologies
1 11 (31.43%) Business Intelligence
2 8 (22.86%) MVC
3 7 (20.00%) Agile Software Development
4 6 (17.14%) Data Analysis
4 6 (17.14%) ETL
4 6 (17.14%) PRINCE2
4 6 (17.14%) Problem-Solving
5 5 (14.29%) Mathematics
5 5 (14.29%) Scenario Testing
5 5 (14.29%) Scrum
6 4 (11.43%) Analytics
7 3 (8.57%) Data Analytics
7 3 (8.57%) Software Architecture
7 3 (8.57%) UML
7 3 (8.57%) Wealth Management
8 2 (5.71%) Data Engineering
8 2 (5.71%) Data Science
8 2 (5.71%) Decision-Making
8 2 (5.71%) EAI
8 2 (5.71%) E-Commerce
Programming Languages
1 30 (85.71%) SQL
2 12 (34.29%) C#
3 6 (17.14%) Java
4 5 (14.29%) Python
4 5 (14.29%) VBA
5 4 (11.43%) R
6 3 (8.57%) PL/SQL
7 2 (5.71%) XPath
8 1 (2.86%) Bash Shell
8 1 (2.86%) Shell Script
8 1 (2.86%) T-SQL
Qualifications
1 5 (14.29%) Degree
2 1 (2.86%) MCSA
2 1 (2.86%) Microsoft Certification
Quality Assurance & Compliance
1 2 (5.71%) QA
2 1 (2.86%) Data Quality
Systems Management
1 3 (8.57%) Single Sign-On
2 2 (5.71%) SCOM
Vendors
1 8 (22.86%) Microsoft
2 6 (17.14%) Oracle
2 6 (17.14%) Tableau
3 5 (14.29%) Cognos
3 5 (14.29%) MicroStrategy
4 2 (5.71%) ServiceNow
4 2 (5.71%) Solace
5 1 (2.86%) Bloomberg
5 1 (2.86%) JD Edwards
5 1 (2.86%) Murex