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

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Transformation
Rank 563 560 618
Rank change year-on-year
-3 +58
Permanent jobs citing Data Transformation 73 98 78
As % of all permanent IT jobs located in London 0.18% 0.22% 0.16%
As % of the Processes & Methodologies category 0.20% 0.25% 0.18%
Number of salaries quoted 46 79 66
Median salary £50,000 £60,000 £57,500
Median salary % change year-on-year
-16.66% +4.34%
90% offered a salary of more than £45,000 £42,000 £43,250
10% offered a salary of more than £83,750 £80,000 £77,500
UK excluding London median salary £42,500 £42,500 £45,000
% change year-on-year
- -5.55%
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
35773 39380 43202
As % of all permanent IT jobs located in London 89.65% 87.75% 87.38%
Number of salaries quoted 30996 33063 35876
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 29 June 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 29 June 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 +38 12 £51,500 -1.90% 4
Romford - 1 £82,500 -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in London

For the 6 months to 29 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 London region with a requirement for Data Transformation.

1 110 (67.48%) SQL
2 100 (61.35%) ETL
3 71 (43.56%) SQL Server
4 64 (39.26%) Business Intelligence
5 61 (37.42%) Data Warehouse
6 55 (33.74%) Finance
7 53 (32.52%) SQL Server Integration Services
8 51 (31.29%) Data Modelling
9 47 (28.83%) Java
9 47 (28.83%) Analytics
10 44 (26.99%) Oracle
10 44 (26.99%) SQL Server Reporting Services
11 39 (23.93%) Big Data
12 38 (23.31%) Relational Database
13 36 (22.09%) Performance Tuning
13 36 (22.09%) Analytical Skills
14 35 (21.47%) Data Integration
15 34 (20.86%) Microsoft
16 33 (20.25%) MS Excel
17 30 (18.40%) C#
17 30 (18.40%) Data Management
18 29 (17.79%) Banking
18 29 (17.79%) .NET
18 29 (17.79%) Hadoop
19 27 (16.56%) SQL Server Analysis Services
19 27 (16.56%) Python
19 27 (16.56%) ETL Development
20 26 (15.95%) XML
21 25 (15.34%) Agile Software Development
22 23 (14.11%) Data Analysis

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 (7.36%) Apache Spark
2 8 (4.91%) Confluence
3 7 (4.29%) Apache
4 4 (2.45%) Apache Pig
5 1 (0.61%) GlassFish
5 1 (0.61%) Oracle Service Bus
5 1 (0.61%) SAS
5 1 (0.61%) Tomcat
Applications
1 33 (20.25%) MS Excel
2 7 (4.29%) MS Visio
3 4 (2.45%) MS Office
4 1 (0.61%) MS PowerPoint
4 1 (0.61%) MS Project
Business Applications
1 3 (1.84%) Summit
2 1 (0.61%) Oracle EBS
2 1 (0.61%) Oracle Retail
Cloud Services
1 11 (6.75%) Amazon AWS
2 7 (4.29%) Microsoft Azure
3 2 (1.23%) AWS Lambda
3 2 (1.23%) Google Analytics
3 2 (1.23%) Google Cloud Platform
4 1 (0.61%) Amazon EC2
4 1 (0.61%) Amazon Kinesis
4 1 (0.61%) SaaS
Communications & Networking
1 1 (0.61%) FTP
1 1 (0.61%) Internet
Database & Business Intelligence
1 71 (43.56%) SQL Server
2 61 (37.42%) Data Warehouse
3 53 (32.52%) SQL Server Integration Services
4 44 (26.99%) SQL Server Reporting Services
5 39 (23.93%) Big Data
6 38 (23.31%) Relational Database
7 29 (17.79%) Hadoop
8 27 (16.56%) SQL Server Analysis Services
9 21 (12.88%) DB2
10 20 (12.27%) Apache Hive
10 20 (12.27%) NoSQL
11 19 (11.66%) MySQL
12 16 (9.82%) HBase
13 15 (9.20%) OLAP
13 15 (9.20%) Oracle Database
13 15 (9.20%) Oracle ODI
13 15 (9.20%) Sqoop
14 14 (8.59%) Microsoft Analysis Services
14 14 (8.59%) OLTP
14 14 (8.59%) SQL Server 2008
Development Applications
1 14 (8.59%) SQL Server Management Studio (SSMS)
2 5 (3.07%) Git (software)
2 5 (3.07%) Visual Studio
3 4 (2.45%) JIRA
4 3 (1.84%) Talend Open Studio
4 3 (1.84%) Vagrant
5 2 (1.23%) Maven
5 2 (1.23%) MSTest
5 2 (1.23%) SpecFlow
5 2 (1.23%) Team Foundation Server
6 1 (0.61%) CruiseControl
6 1 (0.61%) Hudson
General
1 55 (33.74%) Finance
2 29 (17.79%) Banking
3 17 (10.43%) Telecoms
4 8 (4.91%) Publishing
5 7 (4.29%) Investment Banking
6 6 (3.68%) Marketing
7 5 (3.07%) Games
7 5 (3.07%) Retail
8 4 (2.45%) Back Office
8 4 (2.45%) Legal
9 3 (1.84%) Law
10 2 (1.23%) General Ledger
11 1 (0.61%) Financial Institution
Job Titles
1 76 (46.63%) Developer
2 28 (17.18%) ETL Developer
3 27 (16.56%) SQL Developer
4 26 (15.95%) SSIS Developer
5 23 (14.11%) SSRS Developer
6 18 (11.04%) Business Intelligence Developer
6 18 (11.04%) Consultant
7 16 (9.82%) Analyst
8 14 (8.59%) Architect
9 13 (7.98%) Solutions Architect
10 12 (7.36%) Data Warehouse Developer
10 12 (7.36%) Oracle Developer
10 12 (7.36%) SQL BI Developer
11 10 (6.13%) Data Engineer
12 9 (5.52%) Principal Consultant
13 8 (4.91%) Business Analyst
13 8 (4.91%) Senior Developer
14 7 (4.29%) Business Intelligence Consultant
14 7 (4.29%) DBA
14 7 (4.29%) SQL DBA
Libraries, Frameworks & Software Standards
1 29 (17.79%) .NET
2 26 (15.95%) XML
3 21 (12.88%) Web Services
4 12 (7.36%) ASP.NET
4 12 (7.36%) Oracle GoldenGate
5 10 (6.13%) Middleware
6 6 (3.68%) .NET Framework
6 6 (3.68%) REST
6 6 (3.68%) SOAP
7 4 (2.45%) Oracle Fusion
8 3 (1.84%) Kafka
8 3 (1.84%) LAMP
8 3 (1.84%) Lucene
9 2 (1.23%) ActiveMQ
9 2 (1.23%) ASP.NET Web API
9 2 (1.23%) JSON
9 2 (1.23%) SAML
10 1 (0.61%) Drools
10 1 (0.61%) Regular Expression
10 1 (0.61%) Twitter Bootstrap
Miscellaneous
1 36 (22.09%) Analytical Skills
2 35 (21.47%) Data Integration
3 19 (11.66%) Fintech
4 17 (10.43%) Replication
5 15 (9.20%) Visualisation
6 14 (8.59%) Computer Science
6 14 (8.59%) Enterprise Software
7 8 (4.91%) Equities
7 8 (4.91%) Wiki
8 7 (4.29%) Mathematics
9 5 (3.07%) Online Games
9 5 (3.07%) Statistics
10 4 (2.45%) Management Information System
11 3 (1.84%) Data Structures
11 3 (1.84%) Equity Derivative
11 3 (1.84%) Fixed Income
11 3 (1.84%) NHS
11 3 (1.84%) Reference Data
12 2 (1.23%) Linked Data
12 2 (1.23%) Semantic Web
Operating Systems
1 16 (9.82%) Linux
2 11 (6.75%) Unix
Processes & Methodologies
1 100 (61.35%) ETL
2 64 (39.26%) Business Intelligence
3 51 (31.29%) Data Modelling
4 47 (28.83%) Analytics
5 36 (22.09%) Performance Tuning
6 30 (18.40%) Data Management
7 27 (16.56%) ETL Development
8 25 (15.34%) Agile Software Development
9 23 (14.11%) Data Analysis
9 23 (14.11%) Migration
10 19 (11.66%) Kimball Methodology
11 15 (9.20%) Data Analytics
11 15 (9.20%) Dimensional Modelling
12 14 (8.59%) Database Tuning
12 14 (8.59%) Information Management
13 13 (7.98%) Data Migration
13 13 (7.98%) Presales
14 12 (7.36%) MapReduce
14 12 (7.36%) Master Data Management
14 12 (7.36%) Project Management
Programming Languages
1 110 (67.48%) SQL
2 47 (28.83%) Java
3 30 (18.40%) C#
4 27 (16.56%) Python
5 18 (11.04%) T-SQL
6 17 (10.43%) JavaScript
6 17 (10.43%) PL/SQL
7 10 (6.13%) R
8 7 (4.29%) PHP
9 6 (3.68%) Scala
10 3 (1.84%) PowerShell
10 3 (1.84%) VB
11 2 (1.23%) SPARQL
11 2 (1.23%) VBA
12 1 (0.61%) C++
12 1 (0.61%) Groovy
12 1 (0.61%) Perl
12 1 (0.61%) VB.NET
12 1 (0.61%) VBScript
12 1 (0.61%) XQuery
Qualifications
1 20 (12.27%) Degree
2 5 (3.07%) MCITP
2 5 (3.07%) Microsoft Certification
3 3 (1.84%) PhD
3 3 (1.84%) Security Cleared
4 2 (1.23%) CTC Cleared
4 2 (1.23%) DV Cleared
4 2 (1.23%) SC Cleared
Quality Assurance & Compliance
1 11 (6.75%) Data Quality
2 6 (3.68%) QA
3 2 (1.23%) MiFID
4 1 (0.61%) ISO20022
System Software
1 12 (7.36%) HDFS
2 3 (1.84%) Docker
2 3 (1.84%) Virtual Machines
2 3 (1.84%) VirtualBox
3 1 (0.61%) Apache Flume
3 1 (0.61%) Apache ZooKeeper
3 1 (0.61%) Oracle RAC
3 1 (0.61%) VMware Infrastructure
3 1 (0.61%) vSphere
3 1 (0.61%) Xen
Systems Management
1 4 (2.45%) Ambari
2 2 (1.23%) HP Quality Center
3 1 (0.61%) CA Single Sign-On
3 1 (0.61%) Cobbler
3 1 (0.61%) Oozie
3 1 (0.61%) Opscode Chef
3 1 (0.61%) Puppet
3 1 (0.61%) Xymon
Vendors
1 44 (26.99%) Oracle
2 34 (20.86%) Microsoft
3 12 (7.36%) Siebel
3 12 (7.36%) WorldPay
4 11 (6.75%) Hortonworks
4 11 (6.75%) Sybase
5 10 (6.13%) Netezza
5 10 (6.13%) Tableau
6 8 (4.91%) Informatica
7 7 (4.29%) Cognos
7 7 (4.29%) Jaspersoft
8 6 (3.68%) Avaya
8 6 (3.68%) Genesys
9 5 (3.07%) Cloudera
10 4 (2.45%) Google
10 4 (2.45%) IBM
10 4 (2.45%) Salesforce.com
11 3 (1.84%) Bloomberg
11 3 (1.84%) Reuters
11 3 (1.84%) Talend
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 12 hours ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000 + generous bonus and car allowance plus much more!
Posted: 5 hours ago
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Salary: £26000 - £28000 per annum
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