Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Exeter 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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Devon > Exeter
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 49 60 50
Rank change year-on-year +11 -10 0
Permanent jobs citing Data Modelling 9 1 6
As % of all permanent IT jobs advertised in Exeter 2.53% 0.22% 1.64%
As % of the Processes & Methodologies category 2.79% 0.24% 1.92%
Number of salaries quoted 6 1 6
Exeter median annual salary £37,500 £37,500 £42,500
Median salary % change year-on-year - -11.76% -17.07%
10th Percentile £28,625 £36,250 £36,625
90th Percentile £41,250 £38,750 £43,750
Devon median annual salary £37,500 £37,500 £42,500
% change year-on-year - -11.76% -17.07%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Exeter with a requirement for process or methodology skills.

All Process and Methodology Skills
Exeter
Permanent vacancies with a requirement for process or methodology skills 323 412 313
As % of all permanent IT jobs advertised in Exeter 90.73% 90.15% 85.52%
Number of salaries quoted 288 366 247
Exeter median annual salary £40,000 £35,000 £35,000
Median salary % change year-on-year +14.29% - -
10th Percentile £24,700 £21,896 £20,800
90th Percentile £55,000 £60,000 £48,750
Devon median annual salary £40,000 £35,000 £34,500
% change year-on-year +14.29% +1.45% +1.47%

Data Modelling
Job Vacancy Trend in Exeter

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Exeter.

Job vacancy trend for Data Modelling in Exeter

Data Modelling
Salary Trend in Exeter

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

Salary trend for Data Modelling in Exeter

For the 6 months to 19 November 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 Exeter region with a requirement for Data Modelling.

1 8 (88.89%) Agile Software Development
2 5 (55.56%) Scrum
2 5 (55.56%) Microsoft Azure
2 5 (55.56%) Greenfield Project
3 4 (44.44%) React
3 4 (44.44%) API Development
3 4 (44.44%) Amazon AWS
3 4 (44.44%) RESTful
3 4 (44.44%) Machine Learning
3 4 (44.44%) Big Data
3 4 (44.44%) Data Analytics
3 4 (44.44%) AngularJS
3 4 (44.44%) Analytics
3 4 (44.44%) Artificial Intelligence
3 4 (44.44%) HTML
3 4 (44.44%) JavaScript
3 4 (44.44%) CSS
4 3 (33.33%) Project Management
4 3 (33.33%) T-SQL
4 3 (33.33%) SMS
4 3 (33.33%) UML
4 3 (33.33%) Requirements Management
4 3 (33.33%) JIRA
4 3 (33.33%) Ember.js
4 3 (33.33%) Agile Project Management
4 3 (33.33%) D3.js
4 3 (33.33%) Waterfall
4 3 (33.33%) Apache Cassandra
4 3 (33.33%) Node.js
4 3 (33.33%) Backbone.js

Data Modelling
Co-occurring IT Skills in Exeter 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 3 (33.33%) Apache Spark
2 1 (11.11%) SharePoint
Applications
1 3 (33.33%) Spreadsheet
2 1 (11.11%) MS Visio
Cloud Services
1 5 (55.56%) Microsoft Azure
2 4 (44.44%) Amazon AWS
Communications & Networking
1 3 (33.33%) SMS
Database & Business Intelligence
1 4 (44.44%) Big Data
2 3 (33.33%) Apache Cassandra
2 3 (33.33%) Hadoop
2 3 (33.33%) Relational Database
3 1 (11.11%) Azure SQL Data Warehouse
3 1 (11.11%) Data Warehouse
3 1 (11.11%) Power BI
3 1 (11.11%) SQL Server
Development Applications
1 3 (33.33%) JIRA
2 1 (11.11%) Team Foundation Server
2 1 (11.11%) TestRail
2 1 (11.11%) Visual Studio
Job Titles
1 4 (44.44%) Analyst
1 4 (44.44%) Developer
1 4 (44.44%) JavaScript Developer
2 3 (33.33%) Front End Developer (Client-Side Developer)
2 3 (33.33%) Systems Analyst
2 3 (33.33%) UI Developer
3 2 (22.22%) Development Analyst
3 2 (22.22%) QA Analyst
3 2 (22.22%) Software Analyst
3 2 (22.22%) Software Development Analyst
3 2 (22.22%) Systems Development Analyst
4 1 (11.11%) Business Systems Analyst
4 1 (11.11%) Junior Analyst
4 1 (11.11%) Junior Business Systems Analyst
4 1 (11.11%) Junior Systems Analyst
4 1 (11.11%) Process Analyst
4 1 (11.11%) Programmer
4 1 (11.11%) Senior Analyst
4 1 (11.11%) Senior Development Analyst
4 1 (11.11%) Senior QA Analyst
Libraries, Frameworks & Software Standards
1 4 (44.44%) AngularJS
1 4 (44.44%) CSS
1 4 (44.44%) HTML
1 4 (44.44%) React
1 4 (44.44%) RESTful
2 3 (33.33%) Backbone.js
2 3 (33.33%) D3.js
2 3 (33.33%) Ember.js
2 3 (33.33%) Node.js
2 3 (33.33%) Vue (Vue.js)
3 1 (11.11%) jQuery
3 1 (11.11%) NumPy
3 1 (11.11%) Spring
Miscellaneous
1 5 (55.56%) Greenfield Project
2 2 (22.22%) Analytical Skills
3 1 (11.11%) Algorithms
Processes & Methodologies
1 8 (88.89%) Agile Software Development
2 5 (55.56%) Scrum
3 4 (44.44%) Analytics
3 4 (44.44%) API Development
3 4 (44.44%) Artificial Intelligence
3 4 (44.44%) Data Analytics
3 4 (44.44%) Machine Learning
4 3 (33.33%) Agile Project Management
4 3 (33.33%) Project Management
4 3 (33.33%) Requirements Management
4 3 (33.33%) SDLC
4 3 (33.33%) Stakeholder Management
4 3 (33.33%) UML
4 3 (33.33%) Waterfall
5 2 (22.22%) User Acceptance Testing
6 1 (11.11%) Data Analysis
6 1 (11.11%) ETL
6 1 (11.11%) Performance Management
6 1 (11.11%) Test Management
6 1 (11.11%) Time Management
Programming Languages
1 4 (44.44%) JavaScript
2 3 (33.33%) T-SQL
3 1 (11.11%) Java
3 1 (11.11%) Python
3 1 (11.11%) SQL
Qualifications
1 1 (11.11%) ISTQB
Quality Assurance & Compliance
1 2 (22.22%) QA
Vendors
1 1 (11.11%) Microsoft