Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Devon 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South West > Devon
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 51 89 69
Rank change year-on-year +38 -20 +29
Permanent jobs citing Data Modelling 19 3 11
As % of all permanent IT jobs advertised in Devon 3.41% 0.38% 1.51%
As % of the Processes & Methodologies category 3.90% 0.44% 1.72%
Number of salaries quoted 11 3 10
Devon median annual salary £37,500 £37,500 £42,500
Median salary % change year-on-year - -11.76% -17.07%
10th Percentile £31,250 £36,250 £32,000
90th Percentile £46,000 £38,750 £45,125
South West median annual salary £42,500 £42,500 £47,500
% change year-on-year - -10.53% +5.56%

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 Devon with a requirement for process or methodology skills.

All Process and Methodology Skills
Devon
Permanent vacancies with a requirement for process or methodology skills 487 688 639
As % of all permanent IT jobs advertised in Devon 87.43% 87.31% 87.65%
Number of salaries quoted 414 614 525
Devon median annual salary £40,000 £35,000 £34,500
Median salary % change year-on-year +14.29% +1.45% +1.47%
10th Percentile £25,750 £22,500 £20,500
90th Percentile £55,436 £53,750 £48,250
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Data Modelling
Job Vacancy Trend in Devon

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

Job vacancy trend for Data Modelling in Devon

Data Modelling
Salary Trend in Devon

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

Salary trend for Data Modelling in Devon

Data Modelling
Salary Histogram in Devon

The salary distribution of IT jobs citing Data Modelling in Devon over the 6 months to 18 November 2017.

Salary histogram for Data Modelling in Devon

Data Modelling
Job Locations in Devon

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Devon region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Plymouth +15 10 £44,000 +17.33%
Exeter +12 9 £37,500 -
Data Modelling
South West

For the 6 months to 18 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 Devon region with a requirement for Data Modelling.

1 18 (94.74%) Agile Software Development
2 13 (68.42%) Scrum
3 9 (47.37%) Microsoft
3 9 (47.37%) SQL
3 9 (47.37%) Team Foundation Server
4 8 (42.11%) PL/SQL
5 7 (36.84%) Stakeholder Management
5 7 (36.84%) Data Analysis
6 6 (31.58%) Business Analysis
6 6 (31.58%) ERP
6 6 (31.58%) SC Cleared
6 6 (31.58%) Security Cleared
7 5 (26.32%) Microsoft Azure
7 5 (26.32%) SDLC
7 5 (26.32%) Greenfield Project
7 5 (26.32%) Project Management
8 4 (21.05%) CSS
8 4 (21.05%) JavaScript
8 4 (21.05%) HTML
8 4 (21.05%) Artificial Intelligence
8 4 (21.05%) React
8 4 (21.05%) API Development
8 4 (21.05%) Amazon AWS
8 4 (21.05%) RESTful
8 4 (21.05%) Machine Learning
8 4 (21.05%) Big Data
8 4 (21.05%) Data Analytics
8 4 (21.05%) AngularJS
8 4 (21.05%) Analytics
8 4 (21.05%) Analytical Skills

Data Modelling
Co-occurring IT Skills in Devon 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 (15.79%) Apache Spark
2 1 (5.26%) SharePoint
Applications
1 3 (15.79%) Spreadsheet
2 1 (5.26%) MS Visio
Cloud Services
1 5 (26.32%) Microsoft Azure
2 4 (21.05%) Amazon AWS
Communications & Networking
1 3 (15.79%) SMS
Database & Business Intelligence
1 4 (21.05%) Big Data
2 3 (15.79%) Apache Cassandra
2 3 (15.79%) Data Warehouse
2 3 (15.79%) Hadoop
2 3 (15.79%) Relational Database
3 2 (10.53%) NoSQL
3 2 (10.53%) PostgreSQL
4 1 (5.26%) Azure SQL Data Warehouse
4 1 (5.26%) Power BI
4 1 (5.26%) SQL Server
Development Applications
1 9 (47.37%) Team Foundation Server
2 3 (15.79%) JIRA
3 1 (5.26%) TestRail
3 1 (5.26%) Visual Studio
Job Titles
1 12 (63.16%) Analyst
2 11 (57.89%) Systems Analyst
3 7 (36.84%) Business Systems Analyst
3 7 (36.84%) Senior Analyst
3 7 (36.84%) Senior Systems Analyst
4 4 (21.05%) Developer
4 4 (21.05%) JavaScript Developer
4 4 (21.05%) Senior Business Systems Analyst
5 3 (15.79%) Front End Developer (Client-Side Developer)
5 3 (15.79%) UI Developer
6 2 (10.53%) Architect
6 2 (10.53%) Development Analyst
6 2 (10.53%) QA Analyst
6 2 (10.53%) Software Analyst
6 2 (10.53%) Software Development Analyst
6 2 (10.53%) Solutions Architect
6 2 (10.53%) Systems Development Analyst
7 1 (5.26%) Business Analyst
7 1 (5.26%) Junior
7 1 (5.26%) Programmer
Libraries, Frameworks & Software Standards
1 4 (21.05%) AngularJS
1 4 (21.05%) CSS
1 4 (21.05%) HTML
1 4 (21.05%) React
1 4 (21.05%) RESTful
2 3 (15.79%) Backbone.js
2 3 (15.79%) D3.js
2 3 (15.79%) Ember.js
2 3 (15.79%) Node.js
2 3 (15.79%) Vue (Vue.js)
3 1 (5.26%) jQuery
3 1 (5.26%) NumPy
3 1 (5.26%) Spring
Miscellaneous
1 5 (26.32%) Greenfield Project
2 4 (21.05%) Analytical Skills
3 2 (10.53%) Mainframe
3 2 (10.53%) Taxonomies
4 1 (5.26%) Algorithms
Operating Systems
1 2 (10.53%) Windows
Processes & Methodologies
1 18 (94.74%) Agile Software Development
2 13 (68.42%) Scrum
3 7 (36.84%) Data Analysis
3 7 (36.84%) Stakeholder Management
4 6 (31.58%) Business Analysis
4 6 (31.58%) ERP
5 5 (26.32%) Project Management
5 5 (26.32%) SDLC
6 4 (21.05%) Analytics
6 4 (21.05%) API Development
6 4 (21.05%) Artificial Intelligence
6 4 (21.05%) Data Analytics
6 4 (21.05%) Machine Learning
7 3 (15.79%) Agile Project Management
7 3 (15.79%) Business Intelligence
7 3 (15.79%) Requirements Management
7 3 (15.79%) UML
7 3 (15.79%) Waterfall
8 2 (10.53%) Data Architecture
8 2 (10.53%) Process Improvement
Programming Languages
1 9 (47.37%) SQL
2 8 (42.11%) PL/SQL
3 4 (21.05%) JavaScript
4 3 (15.79%) T-SQL
5 1 (5.26%) Java
5 1 (5.26%) Python
Qualifications
1 6 (31.58%) SC Cleared
1 6 (31.58%) Security Cleared
2 2 (10.53%) Degree
2 2 (10.53%) HND
2 2 (10.53%) ISEB
3 1 (5.26%) ISTQB
Quality Assurance & Compliance
1 2 (10.53%) QA
Vendors
1 9 (47.37%) Microsoft
2 2 (10.53%) IBM
2 2 (10.53%) Oracle