The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Twickenham region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling 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 Modeling
Rank - - 17
Permanent jobs citing Data Modelling 0 0 2
As % of all permanent IT jobs located in Twickenham - - 4.26%
As % of the Processes & Methodologies category - - 5.41%
Number of salaries quoted 0 0 1
Median salary - - £60,000
UK excluding London median salary £47,500 £46,875 £45,000
% change year-on-year
+1.33% +4.16%
Data Modelling
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 Twickenham region.

Processes & Methodologies Category
Twickenham
Permanent IT job ads with a match in the
Processes & Methodologies category
46 68 37
As % of all permanent IT jobs located in Twickenham 82.14% 79.07% 78.72%
Number of salaries quoted 45 58 32
Median salary £67,500 £39,750 £45,000
Median salary % change year-on-year
+69.81% -11.66%
90% offered a salary of more than £37,500 £30,000 £38,000
10% offered a salary of more than £80,000 £55,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Twickenham

The demand trend of job ads across the Twickenham region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Twickenham

Data Modelling
Salary Trend in Twickenham

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

Data Modelling Salary Trend in Twickenham

Data Modelling
Top 30 Related IT Skills in Twickenham

For the 6 months to 3 May 2016, IT jobs citing Data Modelling 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 Twickenham region with a requirement for Data Modelling.

1 2 (100.00%) Performance Tuning
2 1 (50.00%) Logical Data Model
2 1 (50.00%) Physical Data Model
2 1 (50.00%) SQL Server 2014
2 1 (50.00%) Java
2 1 (50.00%) JavaScript
2 1 (50.00%) SQL
2 1 (50.00%) T-SQL
2 1 (50.00%) MySQL
2 1 (50.00%) Oracle
2 1 (50.00%) SQL Server
2 1 (50.00%) JDBC
2 1 (50.00%) SOAP
2 1 (50.00%) XML
2 1 (50.00%) XSD
2 1 (50.00%) Linux
2 1 (50.00%) UML
2 1 (50.00%) OO
2 1 (50.00%) Oracle Reports
2 1 (50.00%) Tomcat
2 1 (50.00%) RSS
2 1 (50.00%) Data Warehouse
2 1 (50.00%) OOD
2 1 (50.00%) ETL
2 1 (50.00%) HTTP
2 1 (50.00%) Business Intelligence
2 1 (50.00%) SSL
2 1 (50.00%) RDF
2 1 (50.00%) Internet
2 1 (50.00%) Middleware

Data Modelling
Top Related IT Skills in Twickenham 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 1 (50.00%) CMS
1 1 (50.00%) Elasticsearch
1 1 (50.00%) Tomcat
Communications & Networking
1 1 (50.00%) HTTP
1 1 (50.00%) Internet
1 1 (50.00%) SSL
Database & Business Intelligence
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Hadoop
1 1 (50.00%) MySQL
1 1 (50.00%) NoSQL
1 1 (50.00%) Oracle Reports
1 1 (50.00%) SQL Server
1 1 (50.00%) SQL Server 2012
1 1 (50.00%) SQL Server 2014
1 1 (50.00%) SQL Server Analysis Services
1 1 (50.00%) SQL Server Integration Services
1 1 (50.00%) SQL Server Reporting Services
Job Titles
1 1 (50.00%) Architect
1 1 (50.00%) Business Developer
1 1 (50.00%) Business Intelligence Developer
1 1 (50.00%) Developer
1 1 (50.00%) Java Architect
1 1 (50.00%) Java Software Architect
1 1 (50.00%) Linux Software Architect
1 1 (50.00%) Middleware Architect
1 1 (50.00%) Oracle Architect
1 1 (50.00%) Oracle Middleware Architect
1 1 (50.00%) Software Architect
1 1 (50.00%) SQL BI Developer
1 1 (50.00%) SQL Developer
1 1 (50.00%) SSIS Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) Ajax
1 1 (50.00%) GWT
1 1 (50.00%) Hibernate
1 1 (50.00%) Java EE
1 1 (50.00%) JDBC
1 1 (50.00%) JSON
1 1 (50.00%) MDX
1 1 (50.00%) Middleware
1 1 (50.00%) REST
1 1 (50.00%) RSS
1 1 (50.00%) SOAP
1 1 (50.00%) Spring
1 1 (50.00%) WebSockets
1 1 (50.00%) XML
1 1 (50.00%) XSD
Miscellaneous
1 1 (50.00%) Inversion of Control
1 1 (50.00%) Statistics
Operating Systems
1 1 (50.00%) Linux
Processes & Methodologies
1 2 (100.00%) Performance Tuning
2 1 (50.00%) Agile Software Development
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Configuration Management
2 1 (50.00%) Content Management
2 1 (50.00%) Continuous Integration
2 1 (50.00%) Dependency Injection
2 1 (50.00%) ETL
2 1 (50.00%) Kimball Methodology
2 1 (50.00%) Load Testing
2 1 (50.00%) Logical Data Model
2 1 (50.00%) Multithreading
2 1 (50.00%) OO
2 1 (50.00%) OOD
2 1 (50.00%) Physical Data Model
2 1 (50.00%) RDF
2 1 (50.00%) Requirements Analysis
2 1 (50.00%) Scrum
2 1 (50.00%) UML
2 1 (50.00%) Use Case
Programming Languages
1 1 (50.00%) Data Analysis Expressions (DAX)
1 1 (50.00%) Java
1 1 (50.00%) JavaScript
1 1 (50.00%) SQL
1 1 (50.00%) T-SQL
Systems Management
1 1 (50.00%) Puppet
Vendors
1 1 (50.00%) Oracle