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

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Data Transformation
Rank 570 573 616
Rank change year-on-year
+3 +43
Permanent jobs citing Data Transformation 66 102 75
As % of all permanent IT jobs located in London 0.17% 0.23% 0.16%
As % of the Processes & Methodologies category 0.19% 0.26% 0.18%
Number of salaries quoted 34 70 62
Median salary £52,750 £52,500 £55,000
Median salary % change year-on-year
+0.47% -4.54%
90% offered a salary of more than £33,750 £42,250 £42,500
10% offered a salary of more than £80,000 £75,500 £79,500
UK excluding London median salary £42,500 £42,500 £42,500
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
35261 39083 41940
As % of all permanent IT jobs located in London 89.50% 87.89% 87.29%
Number of salaries quoted 30555 32783 34834
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 £37,500 £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 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 26 July 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 26 July 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 +28 15 £62,750 +9.13% 4
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in London

For the 6 months to 26 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 London region with a requirement for Data Transformation.

1 97 (65.10%) SQL
2 86 (57.72%) ETL
3 62 (41.61%) Business Intelligence
3 62 (41.61%) SQL Server
4 54 (36.24%) Data Warehouse
5 49 (32.89%) Finance
6 48 (32.21%) Analytics
7 47 (31.54%) Java
8 42 (28.19%) Oracle
8 42 (28.19%) SQL Server Integration Services
9 41 (27.52%) Data Modelling
10 39 (26.17%) Relational Database
11 35 (23.49%) Performance Tuning
11 35 (23.49%) Big Data
12 34 (22.82%) Analytical Skills
13 33 (22.15%) SQL Server Reporting Services
14 31 (20.81%) Agile Software Development
15 30 (20.13%) XML
15 30 (20.13%) .NET
16 29 (19.46%) C#
17 28 (18.79%) MS Excel
17 28 (18.79%) Data Integration
18 27 (18.12%) Banking
19 25 (16.78%) SQL Server Analysis Services
19 25 (16.78%) Microsoft
20 24 (16.11%) Python
20 24 (16.11%) Data Management
21 22 (14.77%) Data Analysis
21 22 (14.77%) Web Services
22 21 (14.09%) Hadoop

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 10 (6.71%) Apache Spark
2 6 (4.03%) Apache
2 6 (4.03%) Oracle Service Bus
3 5 (3.36%) Confluence
4 4 (2.68%) Apache Pig
5 2 (1.34%) Mule
5 2 (1.34%) Mule ESB
6 1 (0.67%) CMS
6 1 (0.67%) Drupal
6 1 (0.67%) GlassFish
6 1 (0.67%) SAS
6 1 (0.67%) Tomcat
Applications
1 28 (18.79%) MS Excel
2 4 (2.68%) MS Visio
3 2 (1.34%) MS Office
4 1 (0.67%) MS PowerPoint
4 1 (0.67%) MS Project
Business Applications
1 5 (3.36%) Summit
2 1 (0.67%) Oracle EBS
2 1 (0.67%) Oracle Retail
Cloud Services
1 11 (7.38%) Amazon AWS
2 10 (6.71%) Microsoft Azure
3 3 (2.01%) Google Analytics
4 2 (1.34%) AWS Lambda
4 2 (1.34%) Google Cloud Platform
4 2 (1.34%) SaaS
5 1 (0.67%) Force.com
5 1 (0.67%) GitHub
Communications & Networking
1 4 (2.68%) FTP
2 1 (0.67%) Internet
Database & Business Intelligence
1 62 (41.61%) SQL Server
2 54 (36.24%) Data Warehouse
3 42 (28.19%) SQL Server Integration Services
4 39 (26.17%) Relational Database
5 35 (23.49%) Big Data
6 33 (22.15%) SQL Server Reporting Services
7 25 (16.78%) SQL Server Analysis Services
8 21 (14.09%) Hadoop
9 19 (12.75%) QlikView
10 17 (11.41%) DB2
10 17 (11.41%) NoSQL
11 15 (10.07%) MySQL
12 14 (9.40%) Apache Hive
12 14 (9.40%) OLAP
12 14 (9.40%) Oracle Database
13 13 (8.72%) Microsoft Analysis Services
13 13 (8.72%) OLTP
13 13 (8.72%) Oracle ODI
14 12 (8.05%) HBase
14 12 (8.05%) Oracle OLAP
Development Applications
1 14 (9.40%) SQL Server Management Studio (SSMS)
2 6 (4.03%) Git (software)
3 4 (2.68%) JIRA
3 4 (2.68%) Talend Open Studio
3 4 (2.68%) Visual Studio
4 3 (2.01%) Vagrant
5 2 (1.34%) Maven
5 2 (1.34%) MSTest
5 2 (1.34%) SpecFlow
5 2 (1.34%) Team Foundation Server
6 1 (0.67%) CruiseControl
6 1 (0.67%) Hudson
6 1 (0.67%) Jenkins
General
1 49 (32.89%) Finance
2 27 (18.12%) Banking
3 17 (11.41%) Telecoms
4 8 (5.37%) Publishing
5 7 (4.70%) Marketing
6 5 (3.36%) Investment Banking
6 5 (3.36%) Retail
7 4 (2.68%) Legal
8 3 (2.01%) Games
8 3 (2.01%) Law
9 2 (1.34%) Back Office
9 2 (1.34%) General Ledger
10 1 (0.67%) Financial Institution
Job Titles
1 71 (47.65%) Developer
2 26 (17.45%) SQL Developer
3 24 (16.11%) ETL Developer
4 21 (14.09%) SSIS Developer
5 20 (13.42%) Consultant
6 19 (12.75%) SSRS Developer
7 16 (10.74%) Business Intelligence Developer
8 14 (9.40%) Architect
9 13 (8.72%) Analyst
10 11 (7.38%) Oracle Developer
10 11 (7.38%) SQL BI Developer
11 10 (6.71%) Business Intelligence Consultant
11 10 (6.71%) Data Warehouse Developer
12 9 (6.04%) Principal Consultant
12 9 (6.04%) Solutions Architect
13 7 (4.70%) Business Analyst
13 7 (4.70%) Data Engineer
13 7 (4.70%) Senior Consultant
13 7 (4.70%) Senior Developer
13 7 (4.70%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 30 (20.13%) .NET
1 30 (20.13%) XML
2 22 (14.77%) Web Services
3 12 (8.05%) ASP.NET
4 11 (7.38%) Middleware
4 11 (7.38%) Oracle GoldenGate
5 6 (4.03%) .NET Framework
5 6 (4.03%) JMS
5 6 (4.03%) XML Schema
5 6 (4.03%) XSLT
6 5 (3.36%) REST
6 5 (3.36%) SOAP
6 5 (3.36%) Spring
7 3 (2.01%) Kafka
7 3 (2.01%) Lucene
8 2 (1.34%) ActiveMQ
8 2 (1.34%) AngularJS
8 2 (1.34%) ASP.NET Web API
8 2 (1.34%) Drools
8 2 (1.34%) JSON
Miscellaneous
1 34 (22.82%) Analytical Skills
2 28 (18.79%) Data Integration
3 16 (10.74%) Computer Science
3 16 (10.74%) Enterprise Software
3 16 (10.74%) Fintech
4 14 (9.40%) Visualisation
5 11 (7.38%) Replication
6 7 (4.70%) Mathematics
7 6 (4.03%) Equities
7 6 (4.03%) Statistics
8 5 (3.36%) NHS
8 5 (3.36%) User Experience
8 5 (3.36%) Wiki
9 3 (2.01%) Economics
9 3 (2.01%) Equity Derivative
9 3 (2.01%) Fixed Income
9 3 (2.01%) Management Information System
9 3 (2.01%) Online Games
9 3 (2.01%) Reference Data
10 2 (1.34%) Derivative
Operating Systems
1 10 (6.71%) Linux
2 8 (5.37%) Unix
Processes & Methodologies
1 86 (57.72%) ETL
2 62 (41.61%) Business Intelligence
3 48 (32.21%) Analytics
4 41 (27.52%) Data Modelling
5 35 (23.49%) Performance Tuning
6 31 (20.81%) Agile Software Development
7 24 (16.11%) Data Management
8 22 (14.77%) Data Analysis
9 21 (14.09%) ETL Development
10 18 (12.08%) Kimball Methodology
11 15 (10.07%) Dimensional Modelling
12 14 (9.40%) Data Analytics
12 14 (9.40%) Database Tuning
13 13 (8.72%) Migration
14 12 (8.05%) CRM
14 12 (8.05%) Information Management
14 12 (8.05%) Master Data Management
14 12 (8.05%) Presales
14 12 (8.05%) Project Management
14 12 (8.05%) SOA
Programming Languages
1 97 (65.10%) SQL
2 47 (31.54%) Java
3 29 (19.46%) C#
4 24 (16.11%) Python
5 18 (12.08%) JavaScript
6 16 (10.74%) PL/SQL
6 16 (10.74%) T-SQL
7 11 (7.38%) R
8 7 (4.70%) PHP
9 6 (4.03%) XQuery
10 5 (3.36%) Scala
11 3 (2.01%) PowerShell
11 3 (2.01%) VB
12 2 (1.34%) C++
12 2 (1.34%) VB.NET
12 2 (1.34%) VBA
13 1 (0.67%) Perl
13 1 (0.67%) Ruby
13 1 (0.67%) Shell Script
13 1 (0.67%) VBScript
Qualifications
1 20 (13.42%) Degree
2 3 (2.01%) PhD
2 3 (2.01%) Security Cleared
3 2 (1.34%) CTC Cleared
3 2 (1.34%) DV Cleared
3 2 (1.34%) SC Cleared
Quality Assurance & Compliance
1 8 (5.37%) Data Quality
2 7 (4.70%) QA
3 2 (1.34%) ISO20022
3 2 (1.34%) MiFID
System Software
1 8 (5.37%) HDFS
2 3 (2.01%) Docker
2 3 (2.01%) Virtual Machines
2 3 (2.01%) VirtualBox
3 1 (0.67%) Apache Flume
3 1 (0.67%) Apache ZooKeeper
3 1 (0.67%) Oracle RAC
3 1 (0.67%) VMware Infrastructure
3 1 (0.67%) vSphere
3 1 (0.67%) Xen
Systems Management
1 3 (2.01%) Ambari
2 2 (1.34%) HP Quality Center
3 1 (0.67%) CA Single Sign-On
3 1 (0.67%) Cobbler
3 1 (0.67%) DBAmp
3 1 (0.67%) Oozie
3 1 (0.67%) Opscode Chef
3 1 (0.67%) Puppet
3 1 (0.67%) Xymon
Vendors
1 42 (28.19%) Oracle
2 25 (16.78%) Microsoft
3 16 (10.74%) Tableau
4 9 (6.04%) Alteryx
5 8 (5.37%) Hortonworks
5 8 (5.37%) Salesforce.com
5 8 (5.37%) WorldPay
6 7 (4.70%) Informatica
6 7 (4.70%) Jaspersoft
6 7 (4.70%) Siebel
6 7 (4.70%) Sybase
7 6 (4.03%) Avaya
7 6 (4.03%) Genesys
7 6 (4.03%) Netezza
8 5 (3.36%) Cloudera
8 5 (3.36%) Cognos
8 5 (3.36%) Google
9 4 (2.68%) IBM
9 4 (2.68%) Talend
10 3 (2.01%) Cognizant
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 4 days ago
City, London
Simply Business
Salary: Competitive Salary + Benefits
Posted: 6 days ago