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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Transformation
Rank 517 544 595
Rank change year-on-year
+27 +51
Permanent jobs citing Data Transformation 78 119 67
As % of all permanent IT jobs located in London 0.22% 0.27% 0.15%
As % of the Processes & Methodologies category 0.25% 0.31% 0.17%
Number of salaries quoted 66 102 56
Median salary £59,750 £55,000 £57,500
Median salary % change year-on-year
+8.63% -4.34%
90% offered a salary of more than £33,250 £45,000 £42,750
10% offered a salary of more than £80,000 £82,250 £83,750
UK excluding London median salary £45,000 £38,750 £40,000
% change year-on-year
+16.12% -3.12%
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
31262 38494 39276
As % of all permanent IT jobs located in London 89.09% 88.20% 86.21%
Number of salaries quoted 26542 32454 33138
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 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 December 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 December 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 +5 13 £39,250 -28.63% 2
Croydon - 1 - - 1
Docklands, London - 1 £70,000 -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in London

For the 6 months to 3 December 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 67 (44.37%) SQL
2 59 (39.07%) ETL
3 56 (37.09%) Finance
4 44 (29.14%) Business Intelligence
4 44 (29.14%) Agile Software Development
5 43 (28.48%) Data Warehouse
6 41 (27.15%) SQL Server
7 38 (25.17%) Banking
8 35 (23.18%) Degree
8 35 (23.18%) Oracle
8 35 (23.18%) Java
9 34 (22.52%) Analytics
9 34 (22.52%) Relational Database
10 27 (17.88%) Tableau
10 27 (17.88%) QlikView
11 23 (15.23%) Computer Science
11 23 (15.23%) Amazon AWS
11 23 (15.23%) Big Data
12 21 (13.91%) Data Modelling
12 21 (13.91%) Python
12 21 (13.91%) Microsoft
13 20 (13.25%) .NET
13 20 (13.25%) Web Services
13 20 (13.25%) XML
13 20 (13.25%) Migration
14 19 (12.58%) Retail
14 19 (12.58%) RDBMS
15 18 (11.92%) Data Management
15 18 (11.92%) Data Migration
15 18 (11.92%) Visualisation

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 15 (9.93%) Oracle SOA Suite
2 10 (6.62%) Apache Spark
3 7 (4.64%) Oracle Service Bus
4 4 (2.65%) Mule
5 3 (1.99%) Apache
5 3 (1.99%) Mule ESB
6 2 (1.32%) Apache Pig
6 2 (1.32%) SAS
7 1 (0.66%) CMS
7 1 (0.66%) Drupal
7 1 (0.66%) JBoss
7 1 (0.66%) WebLogic
7 1 (0.66%) WebSphere
Applications
1 17 (11.26%) MS Excel
2 5 (3.31%) Spreadsheet
3 2 (1.32%) SPSS
Business Applications
1 8 (5.30%) Oracle Retail
2 5 (3.31%) Summit
3 1 (0.66%) Cognos Business Intelligence
Cloud Services
1 23 (15.23%) Amazon AWS
2 10 (6.62%) SaaS
3 7 (4.64%) Google Cloud Platform
3 7 (4.64%) Microsoft Azure
4 3 (1.99%) Google Analytics
5 1 (0.66%) AWS Lambda
5 1 (0.66%) Force.com
5 1 (0.66%) GitHub
5 1 (0.66%) OpenShift
Communications & Networking
1 4 (2.65%) FTP
2 1 (0.66%) Internet
Database & Business Intelligence
1 43 (28.48%) Data Warehouse
2 41 (27.15%) SQL Server
3 34 (22.52%) Relational Database
4 27 (17.88%) QlikView
5 23 (15.23%) Big Data
6 19 (12.58%) RDBMS
7 18 (11.92%) NoSQL
8 16 (10.60%) SQL Server Integration Services
9 15 (9.93%) Pentaho
9 15 (9.93%) PostgreSQL
9 15 (9.93%) Qlik Sense
10 14 (9.27%) Hadoop
11 13 (8.61%) MySQL
11 13 (8.61%) OLAP
12 11 (7.28%) Oracle OLAP
13 10 (6.62%) Oracle ODI
14 9 (5.96%) OLTP
15 8 (5.30%) Oracle Database
15 8 (5.30%) Redis
15 8 (5.30%) Spotfire
Development Applications
1 7 (4.64%) Talend Open Studio
2 4 (2.65%) Git (software)
2 4 (2.65%) JIRA
3 2 (1.32%) Jenkins
3 2 (1.32%) Maven
3 2 (1.32%) MSTest
3 2 (1.32%) SpecFlow
3 2 (1.32%) Team Foundation Server
3 2 (1.32%) Visual Studio
4 1 (0.66%) Ant
General
1 56 (37.09%) Finance
2 38 (25.17%) Banking
3 19 (12.58%) Retail
4 15 (9.93%) Marketing
5 11 (7.28%) Games
5 11 (7.28%) Investment Banking
5 11 (7.28%) Telecoms
6 8 (5.30%) Advertising
7 6 (3.97%) Legal
8 5 (3.31%) Front Office
9 4 (2.65%) Law
10 2 (1.32%) Back Office
10 2 (1.32%) General Ledger
10 2 (1.32%) International Banking
11 1 (0.66%) Billing
11 1 (0.66%) Corporate Banking
11 1 (0.66%) Financial Institution
Job Titles
1 63 (41.72%) Developer
2 25 (16.56%) Architect
3 20 (13.25%) Analyst
3 20 (13.25%) SQL Developer
4 18 (11.92%) Consultant
5 12 (7.95%) Oracle Developer
5 12 (7.95%) Solutions Architect
6 11 (7.28%) Data Analyst
6 11 (7.28%) Data Consultant
7 9 (5.96%) Business Intelligence Consultant
7 9 (5.96%) Business Intelligence Developer
7 9 (5.96%) Business Intelligence Lead
7 9 (5.96%) Java Developer
8 8 (5.30%) ERP Architect
8 8 (5.30%) Oracle Architect
8 8 (5.30%) Oracle Solutions Architect
8 8 (5.30%) Ruby Developer
8 8 (5.30%) Supply Chain Architect
9 7 (4.64%) .NET Developer
9 7 (4.64%) ETL Developer
Libraries, Frameworks & Software Standards
1 20 (13.25%) .NET
1 20 (13.25%) Web Services
1 20 (13.25%) XML
2 11 (7.28%) Middleware
3 10 (6.62%) Oracle GoldenGate
4 9 (5.96%) CSS
5 8 (5.30%) Haml
5 8 (5.30%) HTML
5 8 (5.30%) Sass
6 7 (4.64%) JMS
7 6 (3.97%) XML Schema
7 6 (3.97%) XSLT
8 4 (2.65%) Spring
9 3 (1.99%) REST
9 3 (1.99%) SOAP
10 2 (1.32%) AngularJS
10 2 (1.32%) Kafka
11 1 (0.66%) Backbone.js
11 1 (0.66%) RESTful
11 1 (0.66%) Visualforce
Miscellaneous
1 23 (15.23%) Computer Science
2 18 (11.92%) Visualisation
3 16 (10.60%) Analytical Skills
4 14 (9.27%) Statistics
5 12 (7.95%) Fintech
6 11 (7.28%) Enterprise Software
7 10 (6.62%) Mathematics
7 10 (6.62%) Replication
8 7 (4.64%) Economics
8 7 (4.64%) Equities
8 7 (4.64%) Market Risk
9 5 (3.31%) Management Information System
9 5 (3.31%) NHS
9 5 (3.31%) Reference Data
9 5 (3.31%) User Experience
10 4 (2.65%) Data Extraction
10 4 (2.65%) Foreign Exchange (FX)
10 4 (2.65%) Grid Computing
10 4 (2.65%) Online Games
11 3 (1.99%) Data Integration
Operating Systems
1 8 (5.30%) Linux
2 4 (2.65%) Unix
3 1 (0.66%) Windows
Processes & Methodologies
1 59 (39.07%) ETL
2 44 (29.14%) Agile Software Development
2 44 (29.14%) Business Intelligence
3 34 (22.52%) Analytics
4 21 (13.91%) Data Modelling
5 20 (13.25%) Migration
6 18 (11.92%) Data Management
6 18 (11.92%) Data Migration
7 16 (10.60%) CRM
7 16 (10.60%) E-Commerce
7 16 (10.60%) SOA
8 15 (9.93%) Data Mapping
9 14 (9.27%) Dimensional Modelling
9 14 (9.27%) Kimball Methodology
10 13 (8.61%) Data Analysis
10 13 (8.61%) OO
11 12 (7.95%) Performance Tuning
11 12 (7.95%) Software Engineering
11 12 (7.95%) TOGAF
12 11 (7.28%) Stakeholder Management
Programming Languages
1 67 (44.37%) SQL
2 35 (23.18%) Java
3 21 (13.91%) Python
4 11 (7.28%) PL/SQL
4 11 (7.28%) Scala
5 10 (6.62%) C#
5 10 (6.62%) R
6 9 (5.96%) Ruby
6 9 (5.96%) VBA
7 8 (5.30%) Elixir
7 8 (5.30%) GraphQL
7 8 (5.30%) JSX
7 8 (5.30%) T-SQL
8 6 (3.97%) JavaScript
8 6 (3.97%) XQuery
9 5 (3.31%) C++
10 4 (2.65%) PHP
11 2 (1.32%) VB
12 1 (0.66%) MATLAB
12 1 (0.66%) VB.NET
Qualifications
1 35 (23.18%) Degree
2 2 (1.32%) Security Cleared
3 1 (0.66%) CISA
3 1 (0.66%) PMI Certification
3 1 (0.66%) PMP
Quality Assurance & Compliance
1 12 (7.95%) Data Quality
2 9 (5.96%) QA
3 7 (4.64%) MiFID
4 1 (0.66%) Dodd-Frank
4 1 (0.66%) EMIR
4 1 (0.66%) FATCA
4 1 (0.66%) ISO20022
System Software
1 1 (0.66%) Docker
Systems Management
1 2 (1.32%) HP Quality Center
2 1 (0.66%) DBAmp
2 1 (0.66%) SCOM
Vendors
1 35 (23.18%) Oracle
2 27 (17.88%) Tableau
3 21 (13.91%) Microsoft
4 13 (8.61%) Alteryx
4 13 (8.61%) Informatica
5 11 (7.28%) Google
6 9 (5.96%) Facebook
7 8 (5.30%) ATG
7 8 (5.30%) IBM
7 8 (5.30%) IBM Sterling
7 8 (5.30%) Twitter
8 7 (4.64%) Talend
9 5 (3.31%) Salesforce.com
10 4 (2.65%) Avaya
10 4 (2.65%) Genesys
10 4 (2.65%) Siebel
11 3 (1.99%) Bloomberg
11 3 (1.99%) Cognos
11 3 (1.99%) Omniture
11 3 (1.99%) TIBCO
London
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 4 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 5 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 8 days ago
London
Churchill Frank
Salary: £70000 - £80000 per annum
Posted: 14 days ago
London
Client Server
Salary: £60k to £65k + bonus + benefits
Posted: 11 days ago
London
Client Server
Salary: £70,000 to £85,000 + bonus + benefits
Posted: 14 days ago
Central London / West End
Gamesys
Posted: 22 days ago
Central London / West End
The Change Partners Recruitment
Salary: From £45,000 to £70,000 per annum + benefits
Posted: 21 hours ago