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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Data Transformation
Rank 247 257 335
Rank change year-on-year
+10 +78
Permanent jobs citing Data Transformation 15 53 17
As % of all permanent IT jobs located in the City of London 0.24% 0.50% 0.14%
As % of the Processes & Methodologies category 0.27% 0.57% 0.16%
Number of salaries quoted 4 33 14
Median salary £62,750 £57,500 £52,500
Median salary % change year-on-year
+9.13% +9.52%
90% offered a salary of more than £50,900 £43,000 £42,500
10% offered a salary of more than £72,500 £79,000 £69,250
UK excluding London median salary £42,500 £42,500 £42,500
Data Transformation
London

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
5606 9219 10685
As % of all permanent IT jobs located in the City of London 89.64% 87.62% 86.08%
Number of salaries quoted 5107 7877 8810
Median salary £60,000 £60,000 £56,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £42,500 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 29 July 2016.

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 29 July 2016, 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 33 (80.49%) SQL
2 20 (48.78%) Finance
3 18 (43.90%) ETL
4 17 (41.46%) Business Intelligence
5 15 (36.59%) Oracle
5 15 (36.59%) SQL Server
6 14 (34.15%) C#
7 13 (31.71%) .NET
8 12 (29.27%) Python
8 12 (29.27%) ASP.NET
8 12 (29.27%) SQL Server Management Studio (SSMS)
9 11 (26.83%) Data Modelling
9 11 (26.83%) SQL Server Integration Services
10 10 (24.39%) SQL Server Analysis Services
11 9 (21.95%) SQL Server Reporting Services
11 9 (21.95%) Java
11 9 (21.95%) Data Warehouse
12 8 (19.51%) Hadoop
12 8 (19.51%) R
13 7 (17.07%) Tableau
13 7 (17.07%) Apache Hive
13 7 (17.07%) HBase
13 7 (17.07%) Big Data
13 7 (17.07%) Relational Database
13 7 (17.07%) Analytical Skills
13 7 (17.07%) WorldPay
13 7 (17.07%) Fintech
14 6 (14.63%) Agile Software Development
14 6 (14.63%) QlikView
14 6 (14.63%) Linux

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 4 (9.76%) Confluence
2 3 (7.32%) Apache
3 1 (2.44%) CMS
3 1 (2.44%) Drupal
3 1 (2.44%) SAS
Applications
1 5 (12.20%) MS Excel
2 2 (4.88%) MS Visio
Business Applications
1 5 (12.20%) Summit
Cloud Services
1 4 (9.76%) Microsoft Azure
2 1 (2.44%) Amazon AWS
2 1 (2.44%) SaaS
Communications & Networking
1 1 (2.44%) Internet
Database & Business Intelligence
1 15 (36.59%) SQL Server
2 11 (26.83%) SQL Server Integration Services
3 10 (24.39%) SQL Server Analysis Services
4 9 (21.95%) Data Warehouse
4 9 (21.95%) SQL Server Reporting Services
5 8 (19.51%) Hadoop
6 7 (17.07%) Apache Hive
6 7 (17.07%) Big Data
6 7 (17.07%) HBase
6 7 (17.07%) Relational Database
7 6 (14.63%) Data Lake
7 6 (14.63%) QlikView
7 6 (14.63%) Sqoop
8 5 (12.20%) DB2
8 5 (12.20%) NoSQL
8 5 (12.20%) Qlik Sense
9 3 (7.32%) Microsoft Analysis Services
10 2 (4.88%) Oracle ODI
11 1 (2.44%) Apache Cassandra
11 1 (2.44%) MongoDB
Development Applications
1 12 (29.27%) SQL Server Management Studio (SSMS)
2 1 (2.44%) MSTest
2 1 (2.44%) SpecFlow
2 1 (2.44%) Team Foundation Server
2 1 (2.44%) Visual Studio
General
1 20 (48.78%) Finance
2 4 (9.76%) Legal
3 3 (7.32%) Retail
4 1 (2.44%) Back Office
4 1 (2.44%) General Ledger
Job Titles
1 20 (48.78%) Developer
2 13 (31.71%) SQL Developer
3 7 (17.07%) Business Intelligence Developer
4 6 (14.63%) Analyst
5 5 (12.20%) Business Intelligence Consultant
5 5 (12.20%) Consultant
5 5 (12.20%) Data Engineer
5 5 (12.20%) Senior Business Intelligence Consultant
5 5 (12.20%) Senior Business Intelligence Developer
5 5 (12.20%) Senior Consultant
5 5 (12.20%) Senior Developer
6 4 (9.76%) .NET Developer
6 4 (9.76%) Architect
6 4 (9.76%) ASP.NET Developer
6 4 (9.76%) C# Developer
6 4 (9.76%) Solutions Architect
6 4 (9.76%) SQL BI Developer
7 3 (7.32%) Data Analyst
7 3 (7.32%) Senior SQL Developer
8 2 (4.88%) Risk Business Analyst
Libraries, Frameworks & Software Standards
1 13 (31.71%) .NET
2 12 (29.27%) ASP.NET
3 4 (9.76%) .NET Framework
4 3 (7.32%) Middleware
4 3 (7.32%) REST
4 3 (7.32%) SOAP
4 3 (7.32%) Web Services
5 2 (4.88%) XML
6 1 (2.44%) AngularJS
6 1 (2.44%) Backbone.js
6 1 (2.44%) Regular Expression
6 1 (2.44%) Spring
Miscellaneous
1 7 (17.07%) Analytical Skills
1 7 (17.07%) Fintech
2 4 (9.76%) Wiki
3 3 (7.32%) Data Integration
3 3 (7.32%) Enterprise Software
3 3 (7.32%) Visualisation
4 2 (4.88%) Computer Science
4 2 (4.88%) Data Structures
4 2 (4.88%) Equities
5 1 (2.44%) Derivative
5 1 (2.44%) Hybrid Cloud
5 1 (2.44%) Reinsurance
5 1 (2.44%) User Experience
Operating Systems
1 6 (14.63%) Linux
2 5 (12.20%) Unix
Processes & Methodologies
1 18 (43.90%) ETL
2 17 (41.46%) Business Intelligence
3 11 (26.83%) Data Modelling
4 6 (14.63%) Agile Software Development
4 6 (14.63%) Mentoring
4 6 (14.63%) Project Management
5 5 (12.20%) Analytics
5 5 (12.20%) Business Development
5 5 (12.20%) OOP
5 5 (12.20%) Software Architecture
6 4 (9.76%) CRM
6 4 (9.76%) MapReduce
6 4 (9.76%) TOGAF
7 3 (7.32%) Data Analysis
7 3 (7.32%) Data Visualisation
7 3 (7.32%) ETL Development
7 3 (7.32%) SOA
7 3 (7.32%) Supplier Management
8 2 (4.88%) Regression Testing
8 2 (4.88%) Validation
Programming Languages
1 33 (80.49%) SQL
2 14 (34.15%) C#
3 12 (29.27%) Python
4 9 (21.95%) Java
5 8 (19.51%) R
6 6 (14.63%) JavaScript
7 5 (12.20%) PHP
7 5 (12.20%) T-SQL
8 2 (4.88%) PL/SQL
9 1 (2.44%) C++
9 1 (2.44%) Groovy
9 1 (2.44%) PowerShell
9 1 (2.44%) SAS Macro
Qualifications
1 5 (12.20%) Degree
Quality Assurance & Compliance
1 3 (7.32%) Data Quality
2 1 (2.44%) QA
System Software
1 6 (14.63%) HDFS
Systems Management
1 2 (4.88%) Ambari
2 1 (2.44%) HP Quality Center
2 1 (2.44%) Oozie
Vendors
1 15 (36.59%) Oracle
2 7 (17.07%) Tableau
2 7 (17.07%) WorldPay
3 6 (14.63%) Sybase
4 5 (12.20%) Alteryx
4 5 (12.20%) Microsoft
4 5 (12.20%) Netezza
5 4 (9.76%) Avaya
5 4 (9.76%) Genesys
5 4 (9.76%) Hortonworks
5 4 (9.76%) Salesforce.com
5 4 (9.76%) Siebel
6 2 (4.88%) Cognos
7 1 (2.44%) Jaspersoft
7 1 (2.44%) Teradata
City, London
Simply Business
Salary: Competitive Salary + Benefits
Posted: 8 days ago