The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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
Gloucestershire / Cheltenham
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 46 56 39
Rank change year-on-year +10 -17  
Permanent jobs citing Data Modelling 6 7 10
As % of all permanent IT jobs advertised in Cheltenham 2.52% 1.73% 2.78%
As % of the Processes & Methodologies category 2.74% 1.97% 3.18%
Number of salaries quoted 3 7 6
Median salary £44,500 £42,500 £41,500
Median salary % change year-on-year +4.70% +2.40%  
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 Cheltenham with a requirement for process and methodology skills.

Process & Methodology Skills
Cheltenham
Permanent job vacancies with a requirement for process and methodology skills 219 356 314
As % of all permanent IT job vacancies advertised in Cheltenham 92.02% 88.12% 87.22%
Number of salaries quoted 182 294 278
Median salary £46,000 £47,500 £45,000
Median salary % change year-on-year -3.15% +5.55%  
90% offered a salary of more than £22,500 £35,000 £29,000
10% offered a salary of more than £62,500 £52,500 £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 Cheltenham

The job posting trend of jobs advertised in Cheltenham 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 Cheltenham

Data Modelling
Salary Trend in Cheltenham

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

Salary trend for Data Modelling in Cheltenham

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 Cheltenham region with a requirement for Data Modelling.

1 8 (100.00%) SQL
1 8 (100.00%) Agile Software Development
2 5 (62.50%) Agile Project Management
2 5 (62.50%) CA Agile Central
2 5 (62.50%) XPath
2 5 (62.50%) User Acceptance Testing
2 5 (62.50%) Integration Testing
2 5 (62.50%) SC Cleared
2 5 (62.50%) Security Cleared
2 5 (62.50%) Reverse Engineering
2 5 (62.50%) Management Information System
2 5 (62.50%) Workflow
2 5 (62.50%) Validation
2 5 (62.50%) Scrum
2 5 (62.50%) Programme Management
2 5 (62.50%) XML
2 5 (62.50%) XSD
2 5 (62.50%) XSL
2 5 (62.50%) XQuery
2 5 (62.50%) XForms
2 5 (62.50%) Project Management
3 3 (37.50%) JUnit
3 3 (37.50%) C
3 3 (37.50%) Java
3 3 (37.50%) Finance
3 3 (37.50%) Microsoft Azure
3 3 (37.50%) Amazon AWS
3 3 (37.50%) Apache Camel
3 3 (37.50%) Spring
4 2 (25.00%) Software Engineering

Data Modelling
Co-occurring IT Skills in Cheltenham 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:

Cloud Services
1 3 (37.50%) Amazon AWS
1 3 (37.50%) Microsoft Azure
Development Applications
1 3 (37.50%) JUnit
General
1 3 (37.50%) Finance
Job Titles
1 8 (100.00%) Developer
2 5 (62.50%) Applications Developer
3 3 (37.50%) Java Developer
Libraries, Frameworks & Software Standards
1 5 (62.50%) XForms
1 5 (62.50%) XML
1 5 (62.50%) XSD
1 5 (62.50%) XSL
2 3 (37.50%) Apache Camel
2 3 (37.50%) Spring
Miscellaneous
1 5 (62.50%) Management Information System
Processes & Methodologies
1 8 (100.00%) Agile Software Development
2 5 (62.50%) Agile Project Management
2 5 (62.50%) Integration Testing
2 5 (62.50%) Programme Management
2 5 (62.50%) Project Management
2 5 (62.50%) Reverse Engineering
2 5 (62.50%) Scrum
2 5 (62.50%) User Acceptance Testing
2 5 (62.50%) Validation
2 5 (62.50%) Workflow
3 2 (25.00%) Software Engineering
Programming Languages
1 8 (100.00%) SQL
2 5 (62.50%) XPath
2 5 (62.50%) XQuery
3 3 (37.50%) C
3 3 (37.50%) Java
Qualifications
1 5 (62.50%) SC Cleared
1 5 (62.50%) Security Cleared
Vendors
1 5 (62.50%) CA Agile Central