The following table provides summary statistics for permanent job vacancies advertised in Coventry 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 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands / Coventry
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 62 79 68
Rank change year-on-year +17 -11  
Permanent jobs citing Data Modelling 5 4 5
As % of all permanent IT jobs advertised in Coventry 0.86% 0.52% 0.67%
As % of the Processes & Methodologies category 0.99% 0.60% 0.81%
Number of salaries quoted 5 4 4
Median salary £45,000 £43,250 £45,500
Median salary % change year-on-year +4.04% -4.94%  
90% offered a salary of more than £42,500 £39,826 £34,300
10% offered a salary of more than £45,600 £45,776 £56,000
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 Coventry with a requirement for process and methodology skills.

Process & Methodology Skills
Coventry
Permanent job vacancies with a requirement for process and methodology skills 504 665 614
As % of all permanent IT job vacancies advertised in Coventry 86.75% 85.70% 82.75%
Number of salaries quoted 435 531 489
Median salary £45,000 £44,000 £44,000
Median salary % change year-on-year +2.27% -  
90% offered a salary of more than £30,000 £30,000 £22,000
10% offered a salary of more than £67,500 £60,000 £57,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Coventry

The job posting trend of jobs advertised in Coventry 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 Coventry

Data Modelling
Salary Trend in Coventry

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

Salary trend for Data Modelling in Coventry

For the 6 months to 30 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 Coventry region with a requirement for Data Modelling.

1 6 (42.86%) SQL
2 5 (35.71%) Data Warehouse
2 5 (35.71%) Business Intelligence
3 4 (28.57%) Microsoft
3 4 (28.57%) ETL
3 4 (28.57%) MS Excel
3 4 (28.57%) T-SQL
3 4 (28.57%) OLAP
3 4 (28.57%) Visual Studio
3 4 (28.57%) SQL Server Reporting Services
3 4 (28.57%) SQL Server Integration Services
3 4 (28.57%) MDX
3 4 (28.57%) Continuous Integration
3 4 (28.57%) SQL Server Analysis Services
3 4 (28.57%) Team Foundation Server
3 4 (28.57%) Functional Testing
3 4 (28.57%) Relational Database
4 3 (21.43%) SolarWinds
4 3 (21.43%) SCCM
4 3 (21.43%) SCOM
4 3 (21.43%) ITIL
4 3 (21.43%) ITIL Certification
4 3 (21.43%) Management Information System
4 3 (21.43%) Finance
4 3 (21.43%) Capacity Management
5 2 (14.29%) OpenStack
5 2 (14.29%) Application Virtualisation
5 2 (14.29%) Data Centre
5 2 (14.29%) OpenDaylight
5 2 (14.29%) Presales

Data Modelling
Co-occurring IT Skills in Coventry 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 (14.29%) OpenStack
1 2 (14.29%) SAS
Applications
1 4 (28.57%) MS Excel
2 2 (14.29%) MS Visio
Communications & Networking
1 1 (7.14%) Internet
Database & Business Intelligence
1 5 (35.71%) Data Warehouse
2 4 (28.57%) OLAP
2 4 (28.57%) Relational Database
2 4 (28.57%) SQL Server Analysis Services
2 4 (28.57%) SQL Server Integration Services
2 4 (28.57%) SQL Server Reporting Services
3 1 (7.14%) DB2
3 1 (7.14%) IBM InfoSphere
3 1 (7.14%) MongoDB
Development Applications
1 4 (28.57%) Team Foundation Server
1 4 (28.57%) Visual Studio
2 1 (7.14%) Git (software)
General
1 3 (21.43%) Finance
2 2 (14.29%) Telecoms
3 1 (7.14%) Electronics
3 1 (7.14%) Manufacturing
Job Titles
1 4 (28.57%) Administrator
1 4 (28.57%) DBA
1 4 (28.57%) Senior DBA
2 2 (14.29%) Architect
2 2 (14.29%) Capacity Management Specialist
2 2 (14.29%) Data Modeller
2 2 (14.29%) Lead Architect
2 2 (14.29%) Senior Data Warehouse Specialist
3 1 (7.14%) Analyst
3 1 (7.14%) Business Analyst
3 1 (7.14%) Developer
3 1 (7.14%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 4 (28.57%) MDX
2 2 (14.29%) OpenDaylight
3 1 (7.14%) AngularJS
3 1 (7.14%) CSS
3 1 (7.14%) CSS3
3 1 (7.14%) Express
3 1 (7.14%) HTML
3 1 (7.14%) HTML5
3 1 (7.14%) jQuery
3 1 (7.14%) MEAN Stack
3 1 (7.14%) Node.js
3 1 (7.14%) Twitter Bootstrap
Miscellaneous
1 3 (21.43%) Management Information System
2 2 (14.29%) Data Centre
3 1 (7.14%) Computer Science
3 1 (7.14%) Internet of Things
Processes & Methodologies
1 5 (35.71%) Business Intelligence
2 4 (28.57%) Continuous Integration
2 4 (28.57%) ETL
2 4 (28.57%) Functional Testing
3 3 (21.43%) Capacity Management
3 3 (21.43%) ITIL
4 2 (14.29%) Application Virtualisation
4 2 (14.29%) Data Governance
4 2 (14.29%) Presales
4 2 (14.29%) Stakeholder Management
5 1 (7.14%) Agile Software Development
5 1 (7.14%) Business Analysis
5 1 (7.14%) Logical Data Model
5 1 (7.14%) Mathematics
5 1 (7.14%) Matrix Organization
5 1 (7.14%) Physics
5 1 (7.14%) Stakeholder Engagement
5 1 (7.14%) UML
Programming Languages
1 6 (42.86%) SQL
2 4 (28.57%) T-SQL
3 2 (14.29%) Python
4 1 (7.14%) C++
4 1 (7.14%) Java
4 1 (7.14%) JavaScript
4 1 (7.14%) MATLAB
4 1 (7.14%) PHP
4 1 (7.14%) R
Qualifications
1 3 (21.43%) ITIL Certification
2 2 (14.29%) Degree
System Software
1 2 (14.29%) Docker
1 2 (14.29%) VMware Infrastructure
Systems Management
1 3 (21.43%) SCCM
1 3 (21.43%) SCOM
2 2 (14.29%) Ansible
Vendors
1 4 (28.57%) Microsoft
2 3 (21.43%) SolarWinds
3 2 (14.29%) Cisco
3 2 (14.29%) IBM
3 2 (14.29%) VMware
4 1 (7.14%) Rockwell
4 1 (7.14%) Siemens