The table below looks at the statistics for Data Transformation skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Transformation over the 3 months to 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Transformation
Rank 577 576 634
Rank change year-on-year
-1 +58
Permanent jobs citing Data Transformation 81 87 79
As % of all permanent IT jobs located in London 0.19% 0.20% 0.16%
As % of the Processes & Methodologies category 0.22% 0.22% 0.18%
Number of salaries quoted 54 73 66
Median salary £55,000 £62,500 £52,500
Median salary % change year-on-year
-12.00% +19.04%
90% offered a salary of more than £47,500 £38,200 £31,250
10% offered a salary of more than £76,750 £75,000 £63,911
UK excluding London median salary £42,500 £40,000 £50,000
% change year-on-year
+6.25% -20.00%
Data Transformation
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
37554 38789 42993
As % of all permanent IT jobs located in London 89.12% 87.11% 86.54%
Number of salaries quoted 32308 32375 35356
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 £39,863 £37,500 £37,000
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 London

The demand trend of job ads across the 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 London

Data Transformation
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Transformation across the London region.

Data Transformation Salary Trend in London

Data Transformation
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Transformation across the London region over the 3 months to 3 May 2016.

Data Transformation Salary Histogram in London

Data Transformation
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the London region over the 3 months to 3 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +68 24 £60,000 +11.62%
New Malden - 1 £40,000 -
Romford - 1 £82,500 -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in London

For the 6 months to 3 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 London region with a requirement for Data Transformation.

1 132 (62.86%) SQL
2 125 (59.52%) ETL
3 91 (43.33%) SQL Server
4 87 (41.43%) Finance
5 84 (40.00%) Data Modelling
6 71 (33.81%) SQL Server Integration Services
7 65 (30.95%) Business Intelligence
8 62 (29.52%) SQL Server Reporting Services
9 59 (28.10%) Data Warehouse
10 57 (27.14%) Microsoft
11 51 (24.29%) Migration
12 50 (23.81%) Big Data
13 48 (22.86%) Oracle
14 47 (22.38%) Java
15 44 (20.95%) Data Management
16 42 (20.00%) Analytics
17 40 (19.05%) Hadoop
18 35 (16.67%) Relational Database
19 34 (16.19%) SQL Server 2008
20 33 (15.71%) MS Excel
20 33 (15.71%) Replication
21 32 (15.24%) SQL Server 2012
22 31 (14.76%) ETL Development
22 31 (14.76%) .NET
22 31 (14.76%) Data Integration
22 31 (14.76%) Banking
23 30 (14.29%) Agile Software Development
23 30 (14.29%) Python
24 29 (13.81%) T-SQL
24 29 (13.81%) Analytical Skills

Data Transformation
Top Related IT Skills in 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 12 (5.71%) Confluence
2 9 (4.29%) Apache Spark
3 8 (3.81%) Apache
4 4 (1.90%) Apache Pig
5 2 (0.95%) SAS
6 1 (0.48%) GlassFish
6 1 (0.48%) Tomcat
Applications
1 33 (15.71%) MS Excel
2 11 (5.24%) MS Visio
3 6 (2.86%) MS Office
4 1 (0.48%) MS PowerPoint
4 1 (0.48%) MS Project
Business Applications
1 5 (2.38%) SAP Business One
2 2 (0.95%) Dynamics CRM
3 1 (0.48%) Oracle Retail
3 1 (0.48%) SAP MDM
Cloud Services
1 8 (3.81%) Amazon AWS
1 8 (3.81%) Microsoft Azure
2 3 (1.43%) Amazon EC2
3 2 (0.95%) Amazon S3
3 2 (0.95%) Force.com
3 2 (0.95%) Heroku
3 2 (0.95%) Office 365
4 1 (0.48%) Amazon Kinesis
Communications & Networking
1 2 (0.95%) HTTP
Database & Business Intelligence
1 91 (43.33%) SQL Server
2 71 (33.81%) SQL Server Integration Services
3 62 (29.52%) SQL Server Reporting Services
4 59 (28.10%) Data Warehouse
5 50 (23.81%) Big Data
6 40 (19.05%) Hadoop
7 35 (16.67%) Relational Database
8 34 (16.19%) SQL Server 2008
9 32 (15.24%) SQL Server 2012
10 26 (12.38%) DB2
11 24 (11.43%) Apache Hive
12 21 (10.00%) Siebel EIM
13 20 (9.52%) NoSQL
13 20 (9.52%) SQL Server Analysis Services
13 20 (9.52%) Sqoop
14 19 (9.05%) HBase
15 17 (8.10%) Oracle ODI
16 16 (7.62%) MySQL
17 15 (7.14%) OLAP
18 14 (6.67%) OLTP
Development Applications
1 14 (6.67%) SQL Server Management Studio (SSMS)
2 10 (4.76%) Visual Studio
3 2 (0.95%) Git (software)
3 2 (0.95%) Vagrant
4 1 (0.48%) CruiseControl
4 1 (0.48%) Eclipse
4 1 (0.48%) Hudson
4 1 (0.48%) MSTest
4 1 (0.48%) SpecFlow
4 1 (0.48%) Talend Open Studio
4 1 (0.48%) Team Foundation Server
General
1 87 (41.43%) Finance
2 31 (14.76%) Banking
3 12 (5.71%) Retail
4 9 (4.29%) Games
4 9 (4.29%) Investment Banking
4 9 (4.29%) Publishing
5 8 (3.81%) Telecoms
6 5 (2.38%) Back Office
6 5 (2.38%) Marketing
7 4 (1.90%) Law
7 4 (1.90%) Legal
8 1 (0.48%) Advertising
8 1 (0.48%) Financial Institution
8 1 (0.48%) General Ledger
8 1 (0.48%) Local Government
8 1 (0.48%) Manufacturing
Job Titles
1 81 (38.57%) Developer
2 30 (14.29%) Analyst
3 27 (12.86%) ETL Developer
4 24 (11.43%) SQL Developer
4 24 (11.43%) SSIS Developer
5 22 (10.48%) DBA
5 22 (10.48%) SQL DBA
5 22 (10.48%) SSRS Developer
6 21 (10.00%) Business Analyst
7 20 (9.52%) Architect
8 19 (9.05%) Business Intelligence Developer
9 17 (8.10%) Consultant
9 17 (8.10%) Solutions Architect
10 15 (7.14%) Data Warehouse Developer
11 14 (6.67%) Data Business Analyst
12 12 (5.71%) Oracle Developer
13 11 (5.24%) Application Development Manager
13 11 (5.24%) Applications Development Manager
13 11 (5.24%) Applications Manager
13 11 (5.24%) Development Manager
Libraries, Frameworks & Software Standards
1 31 (14.76%) .NET
2 26 (12.38%) Web Services
3 22 (10.48%) XML
4 12 (5.71%) ASP.NET
4 12 (5.71%) Oracle GoldenGate
5 9 (4.29%) Middleware
6 6 (2.86%) .NET Framework
6 6 (2.86%) HTML
6 6 (2.86%) HTML5
6 6 (2.86%) jQuery
6 6 (2.86%) REST
6 6 (2.86%) SOAP
6 6 (2.86%) Twitter Bootstrap
7 4 (1.90%) JSON
8 3 (1.43%) LAMP
8 3 (1.43%) Oracle Fusion
8 3 (1.43%) XSD
9 2 (0.95%) Lucene
9 2 (0.95%) SAML
9 2 (0.95%) Visualforce
Miscellaneous
1 33 (15.71%) Replication
2 31 (14.76%) Data Integration
3 29 (13.81%) Analytical Skills
4 19 (9.05%) Fintech
4 19 (9.05%) Visualisation
5 12 (5.71%) Wiki
6 9 (4.29%) Enterprise Software
6 9 (4.29%) Equities
6 9 (4.29%) Online Games
7 8 (3.81%) Linked Data
7 8 (3.81%) Semantic Web
8 6 (2.86%) Data Structures
9 5 (2.38%) Computer Science
10 4 (1.90%) Mathematics
10 4 (1.90%) Ontologies
11 3 (1.43%) Equity Derivative
11 3 (1.43%) Fixed Income
11 3 (1.43%) FMCG
11 3 (1.43%) Reference Data
11 3 (1.43%) Statistics
Operating Systems
1 18 (8.57%) Linux
2 13 (6.19%) Unix
Processes & Methodologies
1 125 (59.52%) ETL
2 84 (40.00%) Data Modelling
3 65 (30.95%) Business Intelligence
4 51 (24.29%) Migration
5 44 (20.95%) Data Management
6 42 (20.00%) Analytics
7 31 (14.76%) ETL Development
8 30 (14.29%) Agile Software Development
9 29 (13.81%) Physical Data Model
10 27 (12.86%) Business Analysis
11 26 (12.38%) Data Analysis
12 25 (11.90%) Performance Tuning
13 22 (10.48%) Data Migration
14 21 (10.00%) ITIL
14 21 (10.00%) Performance Monitoring
14 21 (10.00%) Performance Optimisation
15 18 (8.57%) Kimball Methodology
16 16 (7.62%) Presales
17 15 (7.14%) MapReduce
17 15 (7.14%) Process Improvement
Programming Languages
1 132 (62.86%) SQL
2 47 (22.38%) Java
3 30 (14.29%) Python
4 29 (13.81%) T-SQL
5 25 (11.90%) C#
6 16 (7.62%) JavaScript
7 15 (7.14%) PL/SQL
8 9 (4.29%) R
9 8 (3.81%) SPARQL
10 7 (3.33%) PHP
11 6 (2.86%) Scala
12 3 (1.43%) VB
13 2 (0.95%) Apex Code
13 2 (0.95%) C++
13 2 (0.95%) PowerShell
13 2 (0.95%) SAS Macro
13 2 (0.95%) VBA
14 1 (0.48%) Groovy
14 1 (0.48%) Ruby
14 1 (0.48%) VB.NET
Qualifications
1 25 (11.90%) Microsoft Certification
2 21 (10.00%) MCITP
3 11 (5.24%) Degree
4 4 (1.90%) MCP
5 3 (1.43%) Security Cleared
6 2 (0.95%) CTC Cleared
6 2 (0.95%) DV Cleared
6 2 (0.95%) PhD
6 2 (0.95%) SC Cleared
Quality Assurance & Compliance
1 13 (6.19%) Data Quality
2 7 (3.33%) QA
3 2 (0.95%) MiFID
System Software
1 17 (8.10%) HDFS
2 3 (1.43%) VMware Infrastructure
3 2 (0.95%) Docker
3 2 (0.95%) vCloud
3 2 (0.95%) VirtualBox
4 1 (0.48%) Apache Flume
4 1 (0.48%) Apache ZooKeeper
4 1 (0.48%) Oracle RAC
4 1 (0.48%) vSphere
4 1 (0.48%) Xen
Systems Management
1 6 (2.86%) Ambari
2 1 (0.48%) CA Single Sign-On
2 1 (0.48%) Cobbler
2 1 (0.48%) HP Quality Center
2 1 (0.48%) Oozie
2 1 (0.48%) Opscode Chef
2 1 (0.48%) Puppet
2 1 (0.48%) Xymon
Vendors
1 57 (27.14%) Microsoft
2 48 (22.86%) Oracle
3 28 (13.33%) Siebel
4 18 (8.57%) WorldPay
5 17 (8.10%) Sybase
6 15 (7.14%) Netezza
7 14 (6.67%) Hortonworks
8 8 (3.81%) Informatica
8 8 (3.81%) Tableau
9 7 (3.33%) Cognos
9 7 (3.33%) Jaspersoft
10 6 (2.86%) Avaya
10 6 (2.86%) Genesys
10 6 (2.86%) Salesforce.com
10 6 (2.86%) SAP
11 5 (2.38%) Cloudera
12 4 (1.90%) Teradata
13 3 (1.43%) Bloomberg
13 3 (1.43%) Reuters
13 3 (1.43%) VMware
London
Tech
Salary: From £50,000 to £65,000 per annum
Posted: 11 hours ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 4 days ago
London
Tiro Partners
Salary: From £25,000 to £30,000 per annum
Posted: 5 days ago
London
Initi8 Recruitment
Posted: 6 days ago