The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
England / Midlands
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 9 20 31
Rank change year-on-year +11 +11  
Permanent jobs citing Data Modelling 6 1 1
As % of all permanent IT jobs advertised in the Midlands 12.50% 0.86% 0.56%
As % of the Processes & Methodologies category 13.64% 1.18% 0.60%
Number of salaries quoted 5 1 1
Median salary £60,000 £45,000 £77,500
Median salary % change year-on-year +33.33% -41.93%  
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 the Midlands with a requirement for process and methodology skills.

Process & Methodology Skills
Midlands
Permanent job vacancies with a requirement for process and methodology skills 44 85 167
As % of all permanent IT job vacancies advertised in the Midlands 91.67% 73.28% 93.30%
Number of salaries quoted 33 68 129
Median salary £60,000 £50,000 £55,000
Median salary % change year-on-year +20.00% -9.09%  
90% offered a salary of more than £35,000 £40,000 £35,000
10% offered a salary of more than £100,000 £80,000 £100,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in the Midlands

The job posting trend of jobs advertised in the Midlands 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 the Midlands

Data Modelling
Salary Trend in the Midlands

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

Salary trend for Data Modelling in the Midlands

For the 6 months to 24 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 Midlands region with a requirement for Data Modelling.

1 6 (100.00%) HTML
1 6 (100.00%) SQL
1 6 (100.00%) SAP
1 6 (100.00%) CSS
1 6 (100.00%) Linux
1 6 (100.00%) Data Warehouse
1 6 (100.00%) ETL
1 6 (100.00%) SAS
1 6 (100.00%) Business Intelligence
1 6 (100.00%) BusinessObjects
1 6 (100.00%) SQL Server Integration Services
1 6 (100.00%) Resource Management
1 6 (100.00%) Dimensional Modelling
1 6 (100.00%) Red Hat Enterprise Linux
1 6 (100.00%) Logi Analytics
1 6 (100.00%) Visualisation
1 6 (100.00%) SAP Data Services
1 6 (100.00%) Data Visualisation
1 6 (100.00%) Kimball Methodology
1 6 (100.00%) Analytics
1 6 (100.00%) Jaspersoft
1 6 (100.00%) Presales
1 6 (100.00%) BusinessObjects Business Intelligence
1 6 (100.00%) Logi

Data Modelling
Co-occurring IT Skills in the Midlands 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 6 (100.00%) SAS
Database & Business Intelligence
1 6 (100.00%) BusinessObjects
1 6 (100.00%) BusinessObjects Business Intelligence
1 6 (100.00%) Data Warehouse
1 6 (100.00%) SAP Data Services
1 6 (100.00%) SQL Server Integration Services
Job Titles
1 6 (100.00%) Business Consultant
1 6 (100.00%) Business Intelligence Consultant
1 6 (100.00%) Consultant
Libraries, Frameworks & Software Standards
1 6 (100.00%) CSS
1 6 (100.00%) HTML
Operating Systems
1 6 (100.00%) Linux
1 6 (100.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 6 (100.00%) Analytics
1 6 (100.00%) Business Intelligence
1 6 (100.00%) Data Visualisation
1 6 (100.00%) Dimensional Modelling
1 6 (100.00%) ETL
1 6 (100.00%) Kimball Methodology
1 6 (100.00%) Presales
1 6 (100.00%) Resource Management
1 6 (100.00%) Visualisation
Programming Languages
1 6 (100.00%) SQL
Vendors
1 6 (100.00%) Jaspersoft
1 6 (100.00%) Logi
1 6 (100.00%) Logi Analytics
1 6 (100.00%) SAP