Period
to 17 June 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 17 June 2018 with a comparison to the same period in the previous 2 years.

Data Transformation
Central London > City of London
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 323 299 333
Rank change year-on-year -24 +34 +75
Permanent jobs citing Data Transformation 37 34 49
As % of all permanent IT jobs advertised in the City of London 0.34% 0.34% 0.36%
As % of the Processes & Methodologies category 0.36% 0.37% 0.40%
Number of salaries quoted 28 31 34
City of London median annual salary £65,000 £60,000 £55,000
Median salary % change year-on-year +8.33% +9.09% +4.76%
10th Percentile £47,500 £37,500 £40,750
90th Percentile £101,250 £102,500 £63,375
Central London median annual salary £65,000 £60,000 £55,000
% change year-on-year +8.33% +9.09% +4.76%

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 10,184 9,200 12,273
As % of all permanent IT jobs advertised in the City of London 92.31% 90.84% 91.29%
Number of salaries quoted 9,005 8,282 11,058
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,425
90th Percentile £93,750 £91,250 £87,500
Central London median annual salary £60,000 £60,000 £57,500
% change year-on-year - +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 17 June 2018.

Salary histogram for Data Transformation in the City of London

For the 6 months to 17 June 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 33 (89.19%) SQL
2 19 (51.35%) SQL Server
2 19 (51.35%) Finance
3 18 (48.65%) Analytical Skills
4 17 (45.95%) Business Intelligence
5 13 (35.14%) Microsoft
5 13 (35.14%) SQL Server Integration Services
6 12 (32.43%) Data Warehouse
6 12 (32.43%) ETL
7 10 (27.03%) SQL Server Reporting Services
7 10 (27.03%) SQL Server Analysis Services
8 9 (24.32%) Data Analysis
8 9 (24.32%) Data Structures
9 8 (21.62%) Reinsurance
9 8 (21.62%) Java
9 8 (21.62%) Wealth Management
10 7 (18.92%) Agile Software Development
10 7 (18.92%) Software Architecture
10 7 (18.92%) Tableau
10 7 (18.92%) Enterprise Software
10 7 (18.92%) Oracle Database
10 7 (18.92%) PL/SQL
10 7 (18.92%) C#
10 7 (18.92%) HTML
10 7 (18.92%) Oracle
10 7 (18.92%) Web Services
10 7 (18.92%) XML
10 7 (18.92%) XSLT
10 7 (18.92%) PRINCE2
10 7 (18.92%) UML

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 (16.22%) SAS
2 1 (2.70%) Apache Solr
2 1 (2.70%) Apache Spark
2 1 (2.70%) Elasticsearch
Applications
1 5 (13.51%) Microsoft Excel
2 1 (2.70%) Microsoft Project
Business Applications
1 7 (18.92%) Sonata
2 1 (2.70%) Dynamics AX
2 1 (2.70%) Dynamics GP
2 1 (2.70%) Dynamics NAV
Cloud Services
1 5 (13.51%) Amazon AWS
2 3 (8.11%) Microsoft Azure
3 2 (5.41%) Google Cloud Platform
Communications & Networking
1 1 (2.70%) CHAP
Database & Business Intelligence
1 19 (51.35%) SQL Server
2 13 (35.14%) SQL Server Integration Services
3 12 (32.43%) Data Warehouse
4 10 (27.03%) SQL Server Analysis Services
4 10 (27.03%) SQL Server Reporting Services
5 7 (18.92%) Oracle Database
6 5 (13.51%) BusinessObjects
7 4 (10.81%) DTS
8 3 (8.11%) Amazon Redshift
8 3 (8.11%) Azure SQL Data Warehouse
8 3 (8.11%) MySQL
8 3 (8.11%) Power BI
8 3 (8.11%) QlikView
8 3 (8.11%) SQL Server 2012
9 2 (5.41%) Big Data
9 2 (5.41%) BigQuery
10 1 (2.70%) Hadoop
10 1 (2.70%) MongoDB
10 1 (2.70%) NoSQL
10 1 (2.70%) Pentaho
Development Applications
1 3 (8.11%) SQL Server Management Studio (SSMS)
General
1 19 (51.35%) Finance
2 7 (18.92%) Financial Institution
2 7 (18.92%) Legal
3 3 (8.11%) Law
3 3 (8.11%) Retail
4 2 (5.41%) Telecoms
5 1 (2.70%) Back Office
5 1 (2.70%) Banking
5 1 (2.70%) Investment Banking
Job Titles
1 16 (43.24%) Developer
2 9 (24.32%) Analyst
2 9 (24.32%) Analyst Developer
2 9 (24.32%) Business Intelligence Analyst
2 9 (24.32%) Business Intelligence Developer
3 7 (18.92%) Consultant
3 7 (18.92%) Technical Consultant
4 6 (16.22%) SQL Developer
4 6 (16.22%) Systems Analyst
4 6 (16.22%) Systems Developer
5 5 (13.51%) Data Analyst
6 4 (10.81%) Analytics Manager
6 4 (10.81%) Data Analytics Manager
6 4 (10.81%) Data Engineer
6 4 (10.81%) Development Analyst
6 4 (10.81%) Senior Analytics Manager
6 4 (10.81%) Senior Manager
6 4 (10.81%) Systems Development Analyst
7 3 (8.11%) .NET Software Developer
7 3 (8.11%) Team Leader
Libraries, Frameworks & Software Standards
1 7 (18.92%) HTML
1 7 (18.92%) SAML
1 7 (18.92%) Web Services
1 7 (18.92%) XML
1 7 (18.92%) XSLT
2 6 (16.22%) .NET
2 6 (16.22%) ASP.NET
3 3 (8.11%) WCF
4 2 (5.41%) D3.js
5 1 (2.70%) Kafka
5 1 (2.70%) Middleware
Miscellaneous
1 18 (48.65%) Analytical Skills
2 9 (24.32%) Data Structures
3 8 (21.62%) Reinsurance
4 7 (18.92%) Enterprise Software
5 6 (16.22%) Computer Science
6 5 (13.51%) Analytical Mindset
6 5 (13.51%) Virtual Team
7 3 (8.11%) Self-Motivation
8 1 (2.70%) Greenfield Project
8 1 (2.70%) SWIFT
Processes & Methodologies
1 17 (45.95%) Business Intelligence
2 12 (32.43%) ETL
3 9 (24.32%) Data Analysis
4 8 (21.62%) Wealth Management
5 7 (18.92%) Agile Software Development
5 7 (18.92%) PRINCE2
5 7 (18.92%) Software Architecture
5 7 (18.92%) UML
6 6 (16.22%) Analytics
6 6 (16.22%) Data Analytics
6 6 (16.22%) Mathematics
6 6 (16.22%) Scenario Testing
7 5 (13.51%) Problem-Solving
7 5 (13.51%) Scrum
8 4 (10.81%) Data Cleansing
8 4 (10.81%) Visualisation
9 3 (8.11%) Business Transformation
9 3 (8.11%) Data Integration
9 3 (8.11%) Data Visualisation
9 3 (8.11%) MVC
Programming Languages
1 33 (89.19%) SQL
2 8 (21.62%) Java
3 7 (18.92%) C#
3 7 (18.92%) PL/SQL
4 5 (13.51%) T-SQL
4 5 (13.51%) VBA
5 3 (8.11%) Python
5 3 (8.11%) R
Qualifications
1 5 (13.51%) Degree
2 2 (5.41%) Security Cleared
3 1 (2.70%) PMI Certification
3 1 (2.70%) PMP
Quality Assurance & Compliance
1 2 (5.41%) Data Quality
1 2 (5.41%) GDPR
1 2 (5.41%) Solvency II
System Software
1 1 (2.70%) Apache Flume
Systems Management
1 7 (18.92%) Single Sign-On
Vendors
1 13 (35.14%) Microsoft
2 7 (18.92%) Oracle
2 7 (18.92%) Tableau
3 5 (13.51%) Cognos
3 5 (13.51%) MicroStrategy
4 1 (2.70%) Cloudera
4 1 (2.70%) Greenplum
4 1 (2.70%) Informatica
4 1 (2.70%) JD Edwards
4 1 (2.70%) Talend