The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands / Warwickshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 50 68 68
Rank change year-on-year +18 0  
Permanent jobs citing Data Modelling 22 14 18
As % of all permanent IT jobs advertised in Warwickshire 3.49% 2.20% 2.16%
As % of the Processes & Methodologies category 3.91% 2.42% 2.42%
Number of salaries quoted 16 5 6
Median salary £42,500 £52,500 £50,000
Median salary % change year-on-year -19.04% +5.00%  
90% offered a salary of more than £40,000 £50,000 £45,750
10% offered a salary of more than £48,750 £54,000 £53,750
UK excluding London median salary £48,750 £47,500 £45,500
% change year-on-year +2.63% +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 Warwickshire with a requirement for process and methodology skills.

Process & Methodology Skills
Warwickshire
Permanent job vacancies with a requirement for process and methodology skills 562 578 745
As % of all permanent IT job vacancies advertised in Warwickshire 89.06% 90.74% 89.22%
Number of salaries quoted 506 396 651
Median salary £40,000 £47,500 £45,000
Median salary % change year-on-year -15.78% +5.55%  
90% offered a salary of more than £26,000 £25,000 £25,450
10% offered a salary of more than £52,500 £57,750 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Warwickshire

The job posting trend of jobs advertised in Warwickshire 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 Warwickshire

Data Modelling
Salary Trend in Warwickshire

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

Salary trend for Data Modelling in Warwickshire

Data Modelling
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Data Modelling in Warwickshire over the 3 months to 28 June 2017.

Salary histogram for Data Modelling in Warwickshire

Data Modelling
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Warwickshire region over the 3 months to 28 June 2017. 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 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
Leamington Spa -9 7 £45,000 -14.28%
Warwick +4 1 £52,500 +5.00%
Data Modelling
West Midlands

For the 6 months to 28 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 Warwickshire region with a requirement for Data Modelling.

1 24 (46.15%) XML
2 21 (40.38%) Finance
2 21 (40.38%) XML Messaging
2 21 (40.38%) SQL
3 16 (30.77%) Management Information System
3 16 (30.77%) Data Strategy
4 15 (28.85%) SQL Server
5 14 (26.92%) .NET
5 14 (26.92%) UML
5 14 (26.92%) Logical Data Model
5 14 (26.92%) Physical Data Model
5 14 (26.92%) Data Governance
6 10 (19.23%) SQL Server Integration Services
7 9 (17.31%) Data Management
8 8 (15.38%) Business Intelligence
8 8 (15.38%) TOGAF
8 8 (15.38%) Kimball Methodology
8 8 (15.38%) Inmon Methodology
8 8 (15.38%) Degree
8 8 (15.38%) Data Mapping
9 7 (13.46%) SQL Server Analysis Services
9 7 (13.46%) Analytical Skills
9 7 (13.46%) Business Analysis
9 7 (13.46%) SQL Server Reporting Services
9 7 (13.46%) OO
9 7 (13.46%) JavaScript
9 7 (13.46%) CSS
9 7 (13.46%) C#
9 7 (13.46%) HTML
10 6 (11.54%) Java

Data Modelling
Co-occurring IT Skills in Warwickshire 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 5 (9.62%) Apache Spark
2 1 (1.92%) SAS
Applications
1 2 (3.85%) Spreadsheet
2 1 (1.92%) SPSS
Database & Business Intelligence
1 15 (28.85%) SQL Server
2 10 (19.23%) SQL Server Integration Services
3 7 (13.46%) SQL Server Analysis Services
3 7 (13.46%) SQL Server Reporting Services
4 5 (9.62%) Apache Hive
4 5 (9.62%) Big Data
4 5 (9.62%) BusinessObjects
5 3 (5.77%) BODI
5 3 (5.77%) BusinessObjects Web Intelligence
6 2 (3.85%) Qlik Sense
6 2 (3.85%) QlikView
6 2 (3.85%) Relational Database
7 1 (1.92%) BusinessObjects XI
7 1 (1.92%) Data Lake
7 1 (1.92%) Data Warehouse
7 1 (1.92%) Oracle Database
Development Applications
1 5 (9.62%) Git (software)
1 5 (9.62%) SQL Server Management Studio (SSMS)
2 1 (1.92%) Visual Studio
General
1 21 (40.38%) Finance
2 1 (1.92%) Automotive
2 1 (1.92%) Manufacturing
2 1 (1.92%) Retail
Job Titles
1 22 (42.31%) Architect
1 22 (42.31%) Data Architect
2 21 (40.38%) Data Modeller
3 11 (21.15%) Developer
4 9 (17.31%) Analyst
5 6 (11.54%) C# Developer
5 6 (11.54%) SQL Developer
6 5 (9.62%) Business Systems Analyst
6 5 (9.62%) Systems Analyst
7 3 (5.77%) Consultant
7 3 (5.77%) Graduate
7 3 (5.77%) Software Developer
8 2 (3.85%) Business Analyst
8 2 (3.85%) Business Developer
8 2 (3.85%) Business Intelligence Developer
8 2 (3.85%) Graduate Developer
8 2 (3.85%) Graduate Software Developer
8 2 (3.85%) QlikView Consultant
9 1 (1.92%) Business Information Analyst
9 1 (1.92%) Senior Information Analyst
Libraries, Frameworks & Software Standards
1 24 (46.15%) XML
2 21 (40.38%) XML Messaging
3 14 (26.92%) .NET
4 7 (13.46%) CSS
4 7 (13.46%) HTML
5 6 (11.54%) ASP.NET
5 6 (11.54%) ASP.NET Web API
5 6 (11.54%) JSON
5 6 (11.54%) REST
5 6 (11.54%) Web Services
6 5 (9.62%) Ajax
6 5 (9.62%) GeoJSON
7 1 (1.92%) .NET Framework
7 1 (1.92%) AngularJS
7 1 (1.92%) jQuery
7 1 (1.92%) XML Schema
Miscellaneous
1 16 (30.77%) Management Information System
2 7 (13.46%) Analytical Skills
3 6 (11.54%) Mobile App
4 3 (5.77%) Computer Science
Processes & Methodologies
1 16 (30.77%) Data Strategy
2 14 (26.92%) Data Governance
2 14 (26.92%) Logical Data Model
2 14 (26.92%) Physical Data Model
2 14 (26.92%) UML
3 9 (17.31%) Data Management
4 8 (15.38%) Business Intelligence
4 8 (15.38%) Data Mapping
4 8 (15.38%) Inmon Methodology
4 8 (15.38%) Kimball Methodology
4 8 (15.38%) TOGAF
5 7 (13.46%) Business Analysis
5 7 (13.46%) OO
6 6 (11.54%) Asset Management
6 6 (11.54%) MVC
6 6 (11.54%) SDLC
6 6 (11.54%) Web Application Development
7 5 (9.62%) Business Process Modelling
7 5 (9.62%) Process Improvement
7 5 (9.62%) Systems Analysis
Programming Languages
1 21 (40.38%) SQL
2 7 (13.46%) C#
2 7 (13.46%) JavaScript
3 6 (11.54%) Java
3 6 (11.54%) T-SQL
4 1 (1.92%) MATLAB
4 1 (1.92%) Python
4 1 (1.92%) R
Qualifications
1 8 (15.38%) Degree
2 5 (9.62%) ISEB
2 5 (9.62%) Master's Degree
3 3 (5.77%) Computer Science Degree
Quality Assurance & Compliance
1 5 (9.62%) Data Quality
Vendors
1 5 (9.62%) Cloudera
1 5 (9.62%) Informatica
2 1 (1.92%) IBM
2 1 (1.92%) Oracle