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 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Data Transformation
Rank 246 279 336
Rank change year-on-year
+33 +57
Permanent jobs citing Data Transformation 10 32 25
As % of all permanent IT jobs located in the City of London 0.16% 0.31% 0.19%
As % of the Processes & Methodologies category 0.18% 0.35% 0.22%
Number of salaries quoted 5 22 21
Median salary £50,000 £52,500 £57,500
Median salary % change year-on-year
-4.76% -8.69%
UK excluding London median salary £42,500 £42,500 £45,000
% change year-on-year
- -5.55%
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
5637 9072 11260
As % of all permanent IT jobs located in the City of London 89.66% 87.81% 86.04%
Number of salaries quoted 5141 7755 9373
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £81,000
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 26 June 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 26 June 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 40 (81.63%) SQL
2 26 (53.06%) ETL
3 23 (46.94%) SQL Server
4 22 (44.90%) Finance
5 21 (42.86%) Data Modelling
6 18 (36.73%) SQL Server Integration Services
7 17 (34.69%) Oracle
8 15 (30.61%) Business Intelligence
8 15 (30.61%) SQL Server Reporting Services
9 14 (28.57%) Python
10 13 (26.53%) .NET
10 13 (26.53%) C#
10 13 (26.53%) Hadoop
11 12 (24.49%) ASP.NET
11 12 (24.49%) Microsoft
11 12 (24.49%) Apache Hive
11 12 (24.49%) HBase
11 12 (24.49%) SQL Server Management Studio (SSMS)
11 12 (24.49%) WorldPay
11 12 (24.49%) Fintech
12 11 (22.45%) HDFS
12 11 (22.45%) Big Data
12 11 (22.45%) Sqoop
12 11 (22.45%) Migration
12 11 (22.45%) Linux
12 11 (22.45%) SQL Server Analysis Services
13 10 (20.41%) Sybase
13 10 (20.41%) Java
14 9 (18.37%) DB2
14 9 (18.37%) Unix

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 8 (16.33%) Confluence
2 1 (2.04%) Apache
2 1 (2.04%) SAS
Applications
1 9 (18.37%) MS Excel
2 6 (12.24%) MS Visio
3 3 (6.12%) MS Office
Business Applications
1 2 (4.08%) Summit
Cloud Services
1 1 (2.04%) Amazon AWS
1 1 (2.04%) SaaS
Communications & Networking
1 1 (2.04%) Internet
Database & Business Intelligence
1 23 (46.94%) SQL Server
2 18 (36.73%) SQL Server Integration Services
3 15 (30.61%) SQL Server Reporting Services
4 13 (26.53%) Hadoop
5 12 (24.49%) Apache Hive
5 12 (24.49%) HBase
6 11 (22.45%) Big Data
6 11 (22.45%) SQL Server Analysis Services
6 11 (22.45%) Sqoop
7 9 (18.37%) Data Warehouse
7 9 (18.37%) DB2
7 9 (18.37%) NoSQL
8 7 (14.29%) SQL Server 2008
9 6 (12.24%) Siebel EIM
9 6 (12.24%) SQL Server 2012
10 4 (8.16%) Microsoft Analysis Services
10 4 (8.16%) Relational Database
11 3 (6.12%) Oracle ODI
11 3 (6.12%) QlikView
12 2 (4.08%) Qlik Sense
Development Applications
1 12 (24.49%) SQL Server Management Studio (SSMS)
2 1 (2.04%) MSTest
2 1 (2.04%) SpecFlow
2 1 (2.04%) Team Foundation Server
2 1 (2.04%) Visual Studio
General
1 22 (44.90%) Finance
2 4 (8.16%) Back Office
2 4 (8.16%) Legal
3 2 (4.08%) Retail
4 1 (2.04%) General Ledger
Job Titles
1 21 (42.86%) Developer
2 13 (26.53%) SQL Developer
3 9 (18.37%) Analyst
3 9 (18.37%) Data Engineer
4 8 (16.33%) Business Intelligence Developer
5 7 (14.29%) DBA
5 7 (14.29%) SQL DBA
6 6 (12.24%) Data Analyst
7 5 (10.20%) Senior Business Intelligence Developer
7 5 (10.20%) Senior Developer
8 4 (8.16%) .NET Developer
8 4 (8.16%) ASP.NET Developer
8 4 (8.16%) C# Developer
8 4 (8.16%) SQL BI Developer
9 2 (4.08%) Business Intelligence Consultant
9 2 (4.08%) Consultant
9 2 (4.08%) Risk Analyst
9 2 (4.08%) Senior Analyst
9 2 (4.08%) Senior Business Intelligence Consultant
9 2 (4.08%) Senior Consultant
Libraries, Frameworks & Software Standards
1 13 (26.53%) .NET
2 12 (24.49%) ASP.NET
3 4 (8.16%) .NET Framework
4 2 (4.08%) XML
5 1 (2.04%) LAMP
5 1 (2.04%) Middleware
5 1 (2.04%) Regular Expression
5 1 (2.04%) REST
5 1 (2.04%) SOAP
5 1 (2.04%) Web Services
Miscellaneous
1 12 (24.49%) Fintech
2 8 (16.33%) Wiki
3 7 (14.29%) Analytical Skills
4 6 (12.24%) Replication
5 4 (8.16%) Data Integration
5 4 (8.16%) Visualisation
6 3 (6.12%) Data Structures
7 2 (4.08%) Computer Science
7 2 (4.08%) Equities
8 1 (2.04%) Derivative
8 1 (2.04%) User Experience
Operating Systems
1 11 (22.45%) Linux
2 9 (18.37%) Unix
Processes & Methodologies
1 26 (53.06%) ETL
2 21 (42.86%) Data Modelling
3 15 (30.61%) Business Intelligence
4 11 (22.45%) Migration
5 8 (16.33%) MapReduce
6 7 (14.29%) Data Management
7 6 (12.24%) Analytics
7 6 (12.24%) Data Analysis
7 6 (12.24%) ITIL
7 6 (12.24%) Performance Monitoring
7 6 (12.24%) Performance Optimisation
7 6 (12.24%) Physical Data Model
8 5 (10.20%) Data Migration
9 4 (8.16%) Agile Software Development
9 4 (8.16%) Data Visualisation
9 4 (8.16%) ETL Development
10 3 (6.12%) Data Governance
10 3 (6.12%) Kimball Methodology
10 3 (6.12%) Logical Data Model
10 3 (6.12%) Root Cause Analysis
Programming Languages
1 40 (81.63%) SQL
2 14 (28.57%) Python
3 13 (26.53%) C#
4 10 (20.41%) Java
5 6 (12.24%) R
6 5 (10.20%) T-SQL
7 3 (6.12%) JavaScript
8 2 (4.08%) PHP
8 2 (4.08%) PL/SQL
9 1 (2.04%) C++
9 1 (2.04%) Groovy
9 1 (2.04%) PowerShell
9 1 (2.04%) SAS Macro
Qualifications
1 6 (12.24%) MCITP
1 6 (12.24%) Microsoft Certification
2 5 (10.20%) Degree
Quality Assurance & Compliance
1 6 (12.24%) Data Quality
2 1 (2.04%) QA
System Software
1 11 (22.45%) HDFS
Systems Management
1 3 (6.12%) Ambari
2 1 (2.04%) HP Quality Center
2 1 (2.04%) Oozie
Vendors
1 17 (34.69%) Oracle
2 12 (24.49%) Microsoft
2 12 (24.49%) WorldPay
3 10 (20.41%) Sybase
4 9 (18.37%) Netezza
5 8 (16.33%) Hortonworks
6 7 (14.29%) Siebel
7 5 (10.20%) Tableau
8 3 (6.12%) Cognos
9 2 (4.08%) Alteryx
10 1 (2.04%) Avaya
10 1 (2.04%) Genesys
10 1 (2.04%) Jaspersoft
10 1 (2.04%) Teradata
City, London
ANSON MCCADE
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