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 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Data Transformation
Rank 252 287 328
Rank change year-on-year
+35 +41
Permanent jobs citing Data Transformation 11 21 22
As % of all permanent IT jobs located in the City of London 0.17% 0.21% 0.17%
As % of the Processes & Methodologies category 0.19% 0.24% 0.20%
Number of salaries quoted 9 15 20
Median salary £55,000 £52,500 £57,500
Median salary % change year-on-year
+4.76% -8.69%
90% offered a salary of more than £50,000 £38,100 £49,400
10% offered a salary of more than £65,000 £78,000 £75,000
UK excluding London median salary £45,000 £40,000 £47,500
% change year-on-year
+12.50% -15.78%
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
5922 8813 10840
As % of all permanent IT jobs located in the City of London 90.11% 87.77% 85.79%
Number of salaries quoted 5403 7471 9069
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
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 25 May 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 25 May 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 45 (80.36%) SQL
2 36 (64.29%) ETL
3 31 (55.36%) SQL Server
4 28 (50.00%) Data Modelling
5 27 (48.21%) Finance
6 25 (44.64%) SQL Server Integration Services
7 20 (35.71%) SQL Server Reporting Services
8 19 (33.93%) Oracle
9 18 (32.14%) Microsoft
10 17 (30.36%) Hadoop
11 16 (28.57%) Apache Hive
11 16 (28.57%) HBase
11 16 (28.57%) Migration
11 16 (28.57%) Python
11 16 (28.57%) WorldPay
11 16 (28.57%) Fintech
12 15 (26.79%) HDFS
12 15 (26.79%) Sqoop
12 15 (26.79%) Business Intelligence
12 15 (26.79%) Big Data
13 14 (25.00%) .NET
14 13 (23.21%) Siebel
14 13 (23.21%) Linux
14 13 (23.21%) Data Management
14 13 (23.21%) SQL Server Analysis Services
15 12 (21.43%) MCITP
15 12 (21.43%) SQL Server 2012
15 12 (21.43%) SQL Server 2008
15 12 (21.43%) ITIL
15 12 (21.43%) ASP.NET

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 10 (17.86%) Confluence
2 1 (1.79%) Apache
2 1 (1.79%) SAS
Applications
1 9 (16.07%) MS Visio
2 8 (14.29%) MS Excel
3 4 (7.14%) MS Office
Cloud Services
1 1 (1.79%) Amazon AWS
Database & Business Intelligence
1 31 (55.36%) SQL Server
2 25 (44.64%) SQL Server Integration Services
3 20 (35.71%) SQL Server Reporting Services
4 17 (30.36%) Hadoop
5 16 (28.57%) Apache Hive
5 16 (28.57%) HBase
6 15 (26.79%) Big Data
6 15 (26.79%) Sqoop
7 13 (23.21%) SQL Server Analysis Services
8 12 (21.43%) Siebel EIM
8 12 (21.43%) SQL Server 2008
8 12 (21.43%) SQL Server 2012
9 11 (19.64%) DB2
9 11 (19.64%) NoSQL
10 10 (17.86%) Data Warehouse
11 5 (8.93%) Oracle ODI
12 4 (7.14%) Microsoft Analysis Services
13 3 (5.36%) Relational Database
14 1 (1.79%) JasperReports
14 1 (1.79%) QlikView
Development Applications
1 12 (21.43%) SQL Server Management Studio (SSMS)
General
1 27 (48.21%) Finance
2 4 (7.14%) Back Office
2 4 (7.14%) Legal
3 2 (3.57%) Retail
4 1 (1.79%) Banking
Job Titles
1 23 (41.07%) Developer
2 12 (21.43%) DBA
2 12 (21.43%) SQL DBA
2 12 (21.43%) SQL Developer
3 10 (17.86%) Business Intelligence Developer
4 9 (16.07%) Data Engineer
5 8 (14.29%) Analyst
6 7 (12.50%) Senior Business Intelligence Developer
6 7 (12.50%) Senior Developer
7 5 (8.93%) Data Analyst
8 4 (7.14%) .NET Developer
8 4 (7.14%) ASP.NET Developer
8 4 (7.14%) C# Developer
8 4 (7.14%) SQL BI Developer
9 3 (5.36%) Business Analyst
9 3 (5.36%) Risk Analyst
9 3 (5.36%) Risk Business Analyst
10 2 (3.57%) Applications Development Manager
10 2 (3.57%) Applications Manager
10 2 (3.57%) Development Manager
Libraries, Frameworks & Software Standards
1 14 (25.00%) .NET
2 12 (21.43%) ASP.NET
3 4 (7.14%) .NET Framework
4 3 (5.36%) Web Services
5 1 (1.79%) LAMP
5 1 (1.79%) Middleware
5 1 (1.79%) REST
5 1 (1.79%) SOAP
Miscellaneous
1 16 (28.57%) Fintech
2 12 (21.43%) Replication
3 10 (17.86%) Wiki
4 7 (12.50%) Analytical Skills
5 6 (10.71%) Visualisation
6 5 (8.93%) Data Structures
7 4 (7.14%) Data Integration
8 2 (3.57%) Equities
9 1 (1.79%) Computer Science
9 1 (1.79%) User Experience
Operating Systems
1 13 (23.21%) Linux
2 10 (17.86%) Unix
Processes & Methodologies
1 36 (64.29%) ETL
2 28 (50.00%) Data Modelling
3 16 (28.57%) Migration
4 15 (26.79%) Business Intelligence
5 13 (23.21%) Data Management
6 12 (21.43%) ITIL
6 12 (21.43%) Performance Monitoring
6 12 (21.43%) Performance Optimisation
6 12 (21.43%) Physical Data Model
7 10 (17.86%) MapReduce
8 7 (12.50%) Analytics
8 7 (12.50%) Data Analysis
9 6 (10.71%) Data Visualisation
10 5 (8.93%) Kimball Methodology
10 5 (8.93%) Reverse Engineering
11 4 (7.14%) Data Flow Diagram
11 4 (7.14%) Data Governance
11 4 (7.14%) Data Migration
11 4 (7.14%) ETL Development
11 4 (7.14%) Root Cause Analysis
Programming Languages
1 45 (80.36%) SQL
2 16 (28.57%) Python
3 12 (21.43%) C#
3 12 (21.43%) Java
4 6 (10.71%) R
4 6 (10.71%) T-SQL
5 2 (3.57%) JavaScript
5 2 (3.57%) PHP
5 2 (3.57%) PL/SQL
6 1 (1.79%) C++
6 1 (1.79%) Groovy
6 1 (1.79%) SAS Macro
Qualifications
1 12 (21.43%) MCITP
1 12 (21.43%) Microsoft Certification
2 4 (7.14%) Degree
Quality Assurance & Compliance
1 6 (10.71%) Data Quality
System Software
1 15 (26.79%) HDFS
Systems Management
1 5 (8.93%) Ambari
2 1 (1.79%) Oozie
Vendors
1 19 (33.93%) Oracle
2 18 (32.14%) Microsoft
3 16 (28.57%) WorldPay
4 13 (23.21%) Siebel
5 11 (19.64%) Netezza
5 11 (19.64%) Sybase
6 10 (17.86%) Hortonworks
7 5 (8.93%) Cognos
7 5 (8.93%) Tableau
8 1 (1.79%) Avaya
8 1 (1.79%) Genesys
8 1 (1.79%) Jaspersoft
8 1 (1.79%) Teradata
City, London
ANSON MCCADE
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