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 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Gloucestershire / Cheltenham
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 50 40 21
Rank change year-on-year -10 -19  
Permanent jobs citing Data Modelling 2 19 37
As % of all permanent IT jobs advertised in Cheltenham 0.91% 3.78% 9.51%
As % of the Processes & Methodologies category 1.04% 4.24% 10.63%
Number of salaries quoted 0 17 18
Median salary - £45,000 £41,500
Median salary % change year-on-year - +8.43%  
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 Cheltenham with a requirement for process and methodology skills.

Process & Methodology Skills
Cheltenham
Permanent job vacancies with a requirement for process and methodology skills 192 448 348
As % of all permanent IT job vacancies advertised in Cheltenham 87.67% 89.24% 89.46%
Number of salaries quoted 148 253 279
Median salary £50,000 £47,500 £41,500
Median salary % change year-on-year +5.26% +14.45%  
90% offered a salary of more than £32,500 £35,000 £30,000
10% offered a salary of more than £61,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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

Data Modelling
Top 30 Co-occurring IT Skills in Cheltenham

For the 6 months to 27 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 Cheltenham region with a requirement for Data Modelling.

1 6 (75.00%) Agile Software Development
1 6 (75.00%) Scrum
2 5 (62.50%) ETL
3 4 (50.00%) Business Intelligence
3 4 (50.00%) Java
3 4 (50.00%) SQL
4 3 (37.50%) Amazon AWS
5 2 (25.00%) DevOps
5 2 (25.00%) Analytical Skills
5 2 (25.00%) Translating Business Requirements
5 2 (25.00%) CA Agile Central
5 2 (25.00%) Reference Data Management
5 2 (25.00%) Domain Models
5 2 (25.00%) IT Strategy
5 2 (25.00%) Programme Management
5 2 (25.00%) Visualisation
5 2 (25.00%) SC Cleared
5 2 (25.00%) Security Cleared
5 2 (25.00%) Data Architecture
5 2 (25.00%) Reverse Engineering
5 2 (25.00%) NoSQL
5 2 (25.00%) Data Visualisation
5 2 (25.00%) Data Quality
5 2 (25.00%) Agile Project Management
5 2 (25.00%) Validation
5 2 (25.00%) Migration
5 2 (25.00%) Management Information System
5 2 (25.00%) Workflow
5 2 (25.00%) Data Management
5 2 (25.00%) TOGAF

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:

Application Platforms
1 1 (12.50%) Apache Spark
Cloud Services
1 3 (37.50%) Amazon AWS
2 1 (12.50%) Microsoft Azure
Database & Business Intelligence
1 2 (25.00%) Data Warehouse
1 2 (25.00%) MySQL
1 2 (25.00%) NoSQL
2 1 (12.50%) Big Data
2 1 (12.50%) Hadoop
2 1 (12.50%) Oracle Database
2 1 (12.50%) RDBMS
2 1 (12.50%) Relational Database
Development Applications
1 1 (12.50%) JUnit
General
1 1 (12.50%) Advertising
1 1 (12.50%) Finance
Job Titles
1 5 (62.50%) Architect
1 5 (62.50%) Data Architect
2 3 (37.50%) Developer
3 2 (25.00%) Applications Developer
3 2 (25.00%) AWS Architect
3 2 (25.00%) AWS DevOps
3 2 (25.00%) Business Intelligence Architect
3 2 (25.00%) Cloud Architect
3 2 (25.00%) DevOps Architect
3 2 (25.00%) E-Commerce Architect
3 2 (25.00%) ETL Architect
3 2 (25.00%) Java Architect
3 2 (25.00%) NoSQL Architect
3 2 (25.00%) Solutions Architect
4 1 (12.50%) Java Developer
4 1 (12.50%) Senior Architect
4 1 (12.50%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 2 (25.00%) XForms
1 2 (25.00%) XML
1 2 (25.00%) XSD
1 2 (25.00%) XSL
2 1 (12.50%) Web Services
Miscellaneous
1 2 (25.00%) Analytical Skills
1 2 (25.00%) Management Information System
1 2 (25.00%) Reference Data
Processes & Methodologies
1 6 (75.00%) Agile Software Development
1 6 (75.00%) Scrum
2 5 (62.50%) ETL
3 4 (50.00%) Business Intelligence
4 2 (25.00%) Data Architecture
4 2 (25.00%) Data Cleansing
4 2 (25.00%) Data Management
4 2 (25.00%) Data Visualisation
4 2 (25.00%) E-Commerce
4 2 (25.00%) Integration Testing
4 2 (25.00%) Migration
4 2 (25.00%) Programme Management
4 2 (25.00%) Project Management
4 2 (25.00%) Reverse Engineering
4 2 (25.00%) SOA
4 2 (25.00%) TOGAF
4 2 (25.00%) User Acceptance Testing
4 2 (25.00%) Validation
4 2 (25.00%) Visualisation
4 2 (25.00%) Workflow
Programming Languages
1 4 (50.00%) Java
1 4 (50.00%) SQL
2 2 (25.00%) XPath
2 2 (25.00%) XQuery
Qualifications
1 2 (25.00%) ISEB
1 2 (25.00%) SC Cleared
1 2 (25.00%) Security Cleared
Quality Assurance & Compliance
1 2 (25.00%) Data Quality
Vendors
1 2 (25.00%) CA Agile Central
2 1 (12.50%) Microsoft
2 1 (12.50%) Oracle
Cheltenham, Gloucestershire
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Posted: 21 days ago