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 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Transformation
London / City of London
Rank 207 235 301
Rank change year-on-year +28 +66  
Permanent jobs citing Data Transformation 16 39 19
As % of all permanent IT jobs advertised in the City of London 0.32% 0.55% 0.19%
As % of the Processes & Methodologies category 0.35% 0.61% 0.21%
Number of salaries quoted 14 28 16
Median salary £57,500 £55,000 £50,000
Median salary % change year-on-year +4.54% +10.00%  
90% offered a salary of more than £39,300 £42,200 £33,500
10% offered a salary of more than £95,000 £61,500 £77,750
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year +5.88% -  

Data Transformation is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4585 6399 8963
As % of all permanent IT job vacancies advertised in the City of London 90.33% 90.32% 87.70%
Number of salaries quoted 4186 5697 7549
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £41,500 £42,500 £37,500
10% offered a salary of more than £87,500 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Transformation
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Data Transformation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 25 March 2017.

Salary histogram for Data Transformation in the City of London

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

For the 6 months to 25 March 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 18 (66.67%) SQL
2 17 (62.96%) Finance
3 11 (40.74%) Microsoft
4 10 (37.04%) SQL Server
5 9 (33.33%) ETL
5 9 (33.33%) Business Intelligence
6 8 (29.63%) Data Quality
7 7 (25.93%) Big Data
7 7 (25.93%) Relational Database
7 7 (25.93%) SQL Server Integration Services
7 7 (25.93%) Data Warehouse
7 7 (25.93%) T-SQL
7 7 (25.93%) Data Security
8 6 (22.22%) Workflow
8 6 (22.22%) Data Management
8 6 (22.22%) .NET
8 6 (22.22%) Java
8 6 (22.22%) Python
8 6 (22.22%) Hadoop
8 6 (22.22%) Visualisation
8 6 (22.22%) Analytics
9 5 (18.52%) Data Governance
9 5 (18.52%) Spreadsheet
9 5 (18.52%) Data Mapping
9 5 (18.52%) Data Modelling
9 5 (18.52%) Banking
9 5 (18.52%) Degree
9 5 (18.52%) JIRA
9 5 (18.52%) Migration
10 4 (14.81%) Law

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 (11.11%) Apache
1 3 (11.11%) Apache Spark
2 2 (7.41%) IIS
3 1 (3.70%) Confluence
3 1 (3.70%) Elasticsearch
Applications
1 5 (18.52%) Spreadsheet
2 4 (14.81%) MS Excel
Cloud Services
1 2 (7.41%) Microsoft Azure
Database & Business Intelligence
1 10 (37.04%) SQL Server
2 7 (25.93%) Big Data
2 7 (25.93%) Data Warehouse
2 7 (25.93%) Relational Database
2 7 (25.93%) SQL Server Integration Services
3 6 (22.22%) Hadoop
4 4 (14.81%) Spotfire
5 3 (11.11%) MS Access
5 3 (11.11%) MySQL
5 3 (11.11%) SQL Server Reporting Services
6 2 (7.41%) NoSQL
7 1 (3.70%) Apache Hive
7 1 (3.70%) Data Mining
7 1 (3.70%) HBase
7 1 (3.70%) QlikView
7 1 (3.70%) SQL Server Analysis Services
Development Applications
1 5 (18.52%) JIRA
2 4 (14.81%) Talend Open Studio
3 2 (7.41%) Visual Studio
4 1 (3.70%) Appium
4 1 (3.70%) Cucumber
4 1 (3.70%) LoadRunner
General
1 17 (62.96%) Finance
2 5 (18.52%) Banking
3 4 (14.81%) Law
3 4 (14.81%) Legal
3 4 (14.81%) Retail
Job Titles
1 16 (59.26%) Analyst
2 6 (22.22%) Data Analyst
3 4 (14.81%) Applications Specialist
3 4 (14.81%) Applications Support
3 4 (14.81%) Applications Support Specialist
3 4 (14.81%) Business Intelligence Analyst
3 4 (14.81%) Support Specialist
4 3 (11.11%) Big Data Engineer
4 3 (11.11%) Business Analyst
4 3 (11.11%) Data Engineer
5 2 (7.41%) Analyst Developer
5 2 (7.41%) Applications Developer
5 2 (7.41%) Architect
5 2 (7.41%) Big Data Architect
5 2 (7.41%) Business Developer
5 2 (7.41%) Data Architect
5 2 (7.41%) Developer
5 2 (7.41%) Excel Analyst
5 2 (7.41%) Investment Banking Business Analyst
5 2 (7.41%) RAD Developer
Libraries, Frameworks & Software Standards
1 6 (22.22%) .NET
2 4 (14.81%) D3.js
3 2 (7.41%) Web Services
4 1 (3.70%) Gherkin
Miscellaneous
1 3 (11.11%) Reference Data
2 2 (7.41%) Fintech
3 1 (3.70%) Analytical Skills
3 1 (3.70%) Computer Science
3 1 (3.70%) Mobile App
3 1 (3.70%) Mobile Banking
Processes & Methodologies
1 9 (33.33%) Business Intelligence
1 9 (33.33%) ETL
2 7 (25.93%) Data Security
3 6 (22.22%) Analytics
3 6 (22.22%) Data Management
3 6 (22.22%) Visualisation
3 6 (22.22%) Workflow
4 5 (18.52%) Data Governance
4 5 (18.52%) Data Mapping
4 5 (18.52%) Data Modelling
4 5 (18.52%) Migration
5 4 (14.81%) Agile Software Development
5 4 (14.81%) Data Analysis
5 4 (14.81%) Data Entry
6 3 (11.11%) Business Analysis
6 3 (11.11%) Data Migration
6 3 (11.11%) Information Management
7 2 (7.41%) Big Data Analytics
7 2 (7.41%) Data Protection
7 2 (7.41%) Greeks
Programming Languages
1 18 (66.67%) SQL
2 7 (25.93%) T-SQL
3 6 (22.22%) Java
3 6 (22.22%) Python
4 4 (14.81%) R
4 4 (14.81%) VB
5 3 (11.11%) VBA
Qualifications
1 5 (18.52%) Degree
2 2 (7.41%) Security Cleared
Quality Assurance & Compliance
1 8 (29.63%) Data Quality
2 3 (11.11%) QA
Vendors
1 11 (40.74%) Microsoft
2 4 (14.81%) Alteryx
2 4 (14.81%) Hortonworks
2 4 (14.81%) Tableau
2 4 (14.81%) Talend
3 1 (3.70%) Cloudera
3 1 (3.70%) HP
3 1 (3.70%) MapR
City, London
Testing Circle Ltd
Salary: £0.00 per annum
Posted: 3 days ago
City, London
Altus Analytics
Posted: 17 days ago
City of London
Michael Page Technology
Salary: £35000 - £43000 per annum + benefits
Posted: 16 days ago
City of London
Computer Futures
Salary: competitive
Posted: 8 days ago
City, London
Best Practice Talent Solutions
Salary: From £50,000 to £70,000 per annum salary will be given based on experi
Posted: 5 days ago