The following table provides summary statistics for permanent job vacancies advertised in Southampton with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Hampshire / Southampton
Rank 69 78 77
Rank change year-on-year +9 -1  
Permanent jobs citing Data Modelling 5 6 10
As % of all permanent IT jobs advertised in Southampton 0.80% 0.75% 1.06%
As % of the Processes & Methodologies category 0.91% 0.93% 1.24%
Number of salaries quoted 5 6 7
Median salary £42,000 £45,000 £37,000
Median salary % change year-on-year -6.66% +21.62%  
90% offered a salary of more than £37,500 £37,500 £35,320
10% offered a salary of more than £44,000 £62,500 £82,000
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Southampton with a requirement for process and methodology skills.

Process & Methodology Skills
Southampton
Permanent job vacancies with a requirement for process and methodology skills 551 648 807
As % of all permanent IT job vacancies advertised in Southampton 88.44% 81.10% 85.58%
Number of salaries quoted 506 615 622
Median salary £40,000 £42,500 £43,000
Median salary % change year-on-year -5.88% -1.16%  
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £57,500 £72,500 £55,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Southampton

The job posting trend of jobs advertised in Southampton citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Southampton

Data Modelling
Salary Trend in Southampton

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

Salary trend for Data Modelling in Southampton

Data Modelling
Top 30 Related IT Skills in Southampton

For the 6 months to 25 March 2017, 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 Southampton region with a requirement for Data Modelling.

1 8 (80.00%) SQL Server
1 8 (80.00%) SQL
2 6 (60.00%) Business Intelligence
2 6 (60.00%) Microsoft
2 6 (60.00%) SQL Server Reporting Services
2 6 (60.00%) SQL Server Analysis Services
3 5 (50.00%) QlikView
4 4 (40.00%) PPP
4 4 (40.00%) SQL Server Integration Services
4 4 (40.00%) Technical Architecture
4 4 (40.00%) SQL Server 2008
4 4 (40.00%) Visualisation
4 4 (40.00%) Retail
4 4 (40.00%) Stakeholder Management
4 4 (40.00%) Business Continuity
4 4 (40.00%) CSS
4 4 (40.00%) C#
4 4 (40.00%) HTML
4 4 (40.00%) Java
5 2 (20.00%) JavaScript
5 2 (20.00%) C++
5 2 (20.00%) IIS
5 2 (20.00%) SAP
5 2 (20.00%) ASP.NET
5 2 (20.00%) XML
5 2 (20.00%) MS Excel
5 2 (20.00%) MS Access
5 2 (20.00%) ETL
5 2 (20.00%) Snowflake Schema
5 2 (20.00%) .NET

Data Modelling
Top Related IT Skills in Southampton 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 2 (20.00%) IIS
Applications
1 2 (20.00%) MS Excel
Communications & Networking
1 4 (40.00%) PPP
Database & Business Intelligence
1 8 (80.00%) SQL Server
2 6 (60.00%) SQL Server Analysis Services
2 6 (60.00%) SQL Server Reporting Services
3 5 (50.00%) QlikView
4 4 (40.00%) SQL Server 2008
4 4 (40.00%) SQL Server Integration Services
5 2 (20.00%) MS Access
5 2 (20.00%) Snowflake Schema
General
1 4 (40.00%) Retail
Job Titles
1 6 (60.00%) Architect
2 4 (40.00%) Business Intelligence Architect
2 4 (40.00%) Developer
3 2 (20.00%) Business Developer
3 2 (20.00%) Business Intelligence Developer
3 2 (20.00%) C# Developer
3 2 (20.00%) C++ Consultant
3 2 (20.00%) C++ Developer
3 2 (20.00%) C++ Software Developer
3 2 (20.00%) Consultant
3 2 (20.00%) HTML CSS Developer
3 2 (20.00%) HTML Developer
3 2 (20.00%) Java Consultant
3 2 (20.00%) Java Developer
3 2 (20.00%) Java Software Developer
3 2 (20.00%) Software Architect
3 2 (20.00%) Software Consultant
3 2 (20.00%) SQL Developer
3 2 (20.00%) SQL Server Developer
3 2 (20.00%) Technical Consultant
Libraries, Frameworks & Software Standards
1 4 (40.00%) CSS
1 4 (40.00%) HTML
2 2 (20.00%) .NET
2 2 (20.00%) ASP.NET
2 2 (20.00%) XML
Miscellaneous
1 2 (20.00%) Algorithms
1 2 (20.00%) Analytical Skills
1 2 (20.00%) Computer Science
1 2 (20.00%) Life Science
Processes & Methodologies
1 6 (60.00%) Business Intelligence
2 4 (40.00%) Business Continuity
2 4 (40.00%) Stakeholder Management
2 4 (40.00%) Technical Architecture
2 4 (40.00%) Visualisation
3 2 (20.00%) Coaching
3 2 (20.00%) Creative Problem-Solving
3 2 (20.00%) ETL
3 2 (20.00%) Mentoring
3 2 (20.00%) Software Testing
3 2 (20.00%) Test Scripting
3 2 (20.00%) Web Development
Programming Languages
1 8 (80.00%) SQL
2 4 (40.00%) C#
2 4 (40.00%) Java
3 2 (20.00%) C++
3 2 (20.00%) JavaScript
Qualifications
1 2 (20.00%) Degree
Vendors
1 6 (60.00%) Microsoft
2 2 (20.00%) SAP