The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South West / Gloucestershire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 95 92 57
Rank change year-on-year -3 -35  
Permanent jobs citing Data Modelling 8 7 44
As % of all permanent IT jobs advertised in Gloucestershire 0.85% 0.72% 4.18%
As % of the Processes & Methodologies category 0.93% 0.82% 4.82%
Number of salaries quoted 5 7 20
Median salary £44,500 £42,500 £45,000
Median salary % change year-on-year +4.70% -5.55%  
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 Gloucestershire with a requirement for process and methodology skills.

Process & Methodology Skills
Gloucestershire
Permanent job vacancies with a requirement for process and methodology skills 862 851 912
As % of all permanent IT job vacancies advertised in Gloucestershire 91.51% 87.55% 86.61%
Number of salaries quoted 681 627 749
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.55%  
90% offered a salary of more than £30,000 £33,500 £29,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Gloucestershire

The job posting trend of jobs advertised in Gloucestershire 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 Gloucestershire

Data Modelling
Salary Trend in Gloucestershire

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

Salary trend for Data Modelling in Gloucestershire

Data Modelling
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Gloucestershire region over the 3 months to 26 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
Cheltenham +13 6 £44,500 +4.70%
Gloucester - 2 £36,250 -
Data Modelling
South West

For the 6 months to 26 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 Gloucestershire region with a requirement for Data Modelling.

1 14 (77.78%) SQL
2 9 (50.00%) Agile Software Development
3 7 (38.89%) Data Warehouse
3 7 (38.89%) Business Intelligence
4 6 (33.33%) Finance
5 5 (27.78%) Validation
5 5 (27.78%) Scrum
5 5 (27.78%) Programme Management
5 5 (27.78%) Project Management
5 5 (27.78%) Management Information System
5 5 (27.78%) Workflow
5 5 (27.78%) XQuery
5 5 (27.78%) XForms
5 5 (27.78%) Java
5 5 (27.78%) XML
5 5 (27.78%) XSD
5 5 (27.78%) XSL
5 5 (27.78%) XPath
5 5 (27.78%) User Acceptance Testing
5 5 (27.78%) Integration Testing
5 5 (27.78%) SC Cleared
5 5 (27.78%) Security Cleared
5 5 (27.78%) Reverse Engineering
5 5 (27.78%) Agile Project Management
5 5 (27.78%) CA Agile Central
6 4 (22.22%) Retail
7 3 (16.67%) C
7 3 (16.67%) JUnit
7 3 (16.67%) Data Analysis
7 3 (16.67%) Spring

Data Modelling
Co-occurring IT Skills in Gloucestershire 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 (5.56%) SAS
Applications
1 1 (5.56%) Microsoft Office
1 1 (5.56%) SPSS
Business Applications
1 1 (5.56%) SAP CRM
1 1 (5.56%) SAP IS-U
Cloud Services
1 3 (16.67%) Amazon AWS
1 3 (16.67%) Microsoft Azure
Database & Business Intelligence
1 7 (38.89%) Data Warehouse
2 1 (5.56%) BusinessObjects
2 1 (5.56%) Power BI
2 1 (5.56%) QlikView
Development Applications
1 3 (16.67%) JUnit
2 2 (11.11%) Git (software)
General
1 6 (33.33%) Finance
2 4 (22.22%) Retail
3 2 (11.11%) Banking
3 2 (11.11%) Retail Banking
Job Titles
1 10 (55.56%) Developer
2 5 (27.78%) Applications Developer
2 5 (27.78%) Java Developer
3 4 (22.22%) Architect
4 3 (16.67%) Business Intelligence Architect
4 3 (16.67%) Data Architect
5 2 (11.11%) Analyst
6 1 (5.56%) Business Architect
6 1 (5.56%) Data Analyst
6 1 (5.56%) Designer
6 1 (5.56%) Functional Analyst
6 1 (5.56%) SAP Analyst
6 1 (5.56%) SAP Functional Analyst
6 1 (5.56%) Senior Architect
Libraries, Frameworks & Software Standards
1 5 (27.78%) XForms
1 5 (27.78%) XML
1 5 (27.78%) XSD
1 5 (27.78%) XSL
2 3 (16.67%) Apache Camel
2 3 (16.67%) Spring
Miscellaneous
1 5 (27.78%) Management Information System
2 1 (5.56%) Greenfield Project
Operating Systems
1 1 (5.56%) Unix
Processes & Methodologies
1 9 (50.00%) Agile Software Development
2 7 (38.89%) Business Intelligence
3 5 (27.78%) Agile Project Management
3 5 (27.78%) Integration Testing
3 5 (27.78%) Programme Management
3 5 (27.78%) Project Management
3 5 (27.78%) Reverse Engineering
3 5 (27.78%) Scrum
3 5 (27.78%) User Acceptance Testing
3 5 (27.78%) Validation
3 5 (27.78%) Workflow
4 3 (16.67%) Data Analysis
5 2 (11.11%) Dimensional Modelling
5 2 (11.11%) Software Engineering
5 2 (11.11%) Unit Testing
6 1 (5.56%) Data Analytics
6 1 (5.56%) Data Architecture
6 1 (5.56%) Data Migration
6 1 (5.56%) Kimball Methodology
6 1 (5.56%) Test Scripting
Programming Languages
1 14 (77.78%) SQL
2 5 (27.78%) Java
2 5 (27.78%) XPath
2 5 (27.78%) XQuery
3 3 (16.67%) C
Qualifications
1 5 (27.78%) SC Cleared
1 5 (27.78%) Security Cleared
Vendors
1 5 (27.78%) CA Agile Central
2 2 (11.11%) Oracle
3 1 (5.56%) Cognos
3 1 (5.56%) SAP
3 1 (5.56%) Tableau