The following table provides summary statistics for permanent job vacancies advertised in Leamington Spa 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Warwickshire / Leamington Spa
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 28 22 32
Rank change year-on-year -6 +10  
Permanent jobs citing Data Modelling 7 2 6
As % of all permanent IT jobs advertised in Leamington Spa 4.43% 2.17% 4.65%
As % of the Processes & Methodologies category 4.96% 2.74% 5.08%
Number of salaries quoted 6 2 4
Median salary £45,000 £52,500 £48,750
Median salary % change year-on-year -14.28% +7.69%  
90% offered a salary of more than £42,500 £52,500 £45,050
10% offered a salary of more than £80,000 £52,500 £50,000
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

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 Leamington Spa with a requirement for process and methodology skills.

Process & Methodology Skills
Leamington Spa
Permanent job vacancies with a requirement for process and methodology skills 141 73 118
As % of all permanent IT job vacancies advertised in Leamington Spa 89.24% 79.35% 91.47%
Number of salaries quoted 136 70 108
Median salary £39,000 £45,000 £37,500
Median salary % change year-on-year -13.33% +20.00%  
90% offered a salary of more than £26,000 £27,500 £24,000
10% offered a salary of more than £47,500 £50,500 £55,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Leamington Spa

The job posting trend of jobs advertised in Leamington Spa 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 Leamington Spa

Data Modelling
Salary Trend in Leamington Spa

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

Salary trend for Data Modelling in Leamington Spa

Data Modelling
Salary Histogram in Leamington Spa

The salary distribution of IT jobs citing Data Modelling in Leamington Spa over the 3 months to 27 June 2017.

Salary histogram for Data Modelling in Leamington Spa

For the 6 months to 27 June 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 Leamington Spa region with a requirement for Data Modelling.

1 14 (73.68%) SQL
2 13 (68.42%) .NET
3 9 (47.37%) SQL Server
4 7 (36.84%) CSS
4 7 (36.84%) C#
4 7 (36.84%) HTML
4 7 (36.84%) JavaScript
5 6 (31.58%) MVC
5 6 (31.58%) Finance
5 6 (31.58%) OO
5 6 (31.58%) Java
5 6 (31.58%) T-SQL
5 6 (31.58%) Web Services
5 6 (31.58%) ASP.NET
5 6 (31.58%) Asset Management
5 6 (31.58%) Business Analysis
5 6 (31.58%) Data Mapping
5 6 (31.58%) Web Application Development
5 6 (31.58%) Mobile App
5 6 (31.58%) ASP.NET Web API
5 6 (31.58%) SDLC
5 6 (31.58%) REST
6 5 (26.32%) Process Improvement
6 5 (26.32%) Business Process Modelling
6 5 (26.32%) Analytical Skills
6 5 (26.32%) BPMN
6 5 (26.32%) Systems Analysis
6 5 (26.32%) UML
6 5 (26.32%) ISEB
7 3 (15.79%) Mathematics

Data Modelling
Co-occurring IT Skills in Leamington Spa 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 (5.26%) SAS
Applications
1 1 (5.26%) SPSS
Database & Business Intelligence
1 9 (47.37%) SQL Server
2 2 (10.53%) BODI
2 2 (10.53%) BusinessObjects
2 2 (10.53%) BusinessObjects Web Intelligence
2 2 (10.53%) SQL Server Analysis Services
2 2 (10.53%) SQL Server Integration Services
2 2 (10.53%) SQL Server Reporting Services
3 1 (5.26%) Data Lake
General
1 6 (31.58%) Finance
2 1 (5.26%) Automotive
2 1 (5.26%) Manufacturing
Job Titles
1 11 (57.89%) Developer
2 7 (36.84%) Analyst
3 6 (31.58%) C# Developer
3 6 (31.58%) SQL Developer
4 5 (26.32%) Business Systems Analyst
4 5 (26.32%) Systems Analyst
5 3 (15.79%) Graduate
5 3 (15.79%) Software Developer
6 2 (10.53%) Business Developer
6 2 (10.53%) Business Intelligence Developer
6 2 (10.53%) Graduate Developer
6 2 (10.53%) Graduate Software Developer
7 1 (5.26%) Analytics Manager
7 1 (5.26%) Business Analyst
7 1 (5.26%) Data Business Analyst
7 1 (5.26%) Graduate Analyst
7 1 (5.26%) Senior Analytics Manager
7 1 (5.26%) Senior Manager
Libraries, Frameworks & Software Standards
1 13 (68.42%) .NET
2 7 (36.84%) CSS
2 7 (36.84%) HTML
3 6 (31.58%) ASP.NET
3 6 (31.58%) ASP.NET Web API
3 6 (31.58%) REST
3 6 (31.58%) Web Services
4 2 (10.53%) XML
5 1 (5.26%) .NET Framework
5 1 (5.26%) AngularJS
5 1 (5.26%) jQuery
5 1 (5.26%) JSON
5 1 (5.26%) XML Schema
Miscellaneous
1 6 (31.58%) Mobile App
2 5 (26.32%) Analytical Skills
3 3 (15.79%) Computer Science
4 2 (10.53%) Management Information System
Processes & Methodologies
1 6 (31.58%) Asset Management
1 6 (31.58%) Business Analysis
1 6 (31.58%) Data Mapping
1 6 (31.58%) MVC
1 6 (31.58%) OO
1 6 (31.58%) SDLC
1 6 (31.58%) Web Application Development
2 5 (26.32%) BPMN
2 5 (26.32%) Business Process Modelling
2 5 (26.32%) Process Improvement
2 5 (26.32%) Systems Analysis
2 5 (26.32%) UML
3 3 (15.79%) Mathematics
3 3 (15.79%) Physics
4 2 (10.53%) Business Intelligence
4 2 (10.53%) Data Management
4 2 (10.53%) Data Strategy
5 1 (5.26%) Data Analysis
5 1 (5.26%) PLM
5 1 (5.26%) Presales
Programming Languages
1 14 (73.68%) SQL
2 7 (36.84%) C#
2 7 (36.84%) JavaScript
3 6 (31.58%) Java
3 6 (31.58%) T-SQL
4 1 (5.26%) MATLAB
4 1 (5.26%) Python
4 1 (5.26%) R
Qualifications
1 5 (26.32%) ISEB
2 3 (15.79%) Computer Science Degree
2 3 (15.79%) Degree
Vendors
1 1 (5.26%) IBM