Period
to 24 April 2018

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 24 April 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South West > Devon
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 50 86 77
Rank change year-on-year +36 -9 +11
Permanent jobs citing Data Modelling 17 2 4
As % of all permanent IT jobs advertised in Devon 3.22% 0.28% 0.71%
As % of the Processes & Methodologies category 3.71% 0.32% 0.79%
Number of salaries quoted 15 8 4
Devon median annual salary £32,500 £67,500 £38,675
Median salary % change year-on-year -51.85% +74.53% -44.75%
10th Percentile £28,750 £57,400 £34,078
90th Percentile £66,150 £68,750 £44,075
South West median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -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 458 621 506
As % of all permanent IT jobs advertised in Devon 86.74% 87.46% 90.04%
Number of salaries quoted 347 562 441
Devon median annual salary £40,000 £35,000 £32,500
Median salary % change year-on-year +14.29% +7.69% -5.80%
10th Percentile £23,500 £24,263 £21,500
90th Percentile £68,750 £52,500 £58,750
South West median annual salary £42,500 £41,100 £40,000
% change year-on-year +3.41% +2.75% +1.27%

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 24 April 2018.

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 24 April 2018. 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 +11 11 £32,500 -15.58% 1
Exeter +24 6 £40,000 -40.74%
Data Modelling
South West

For the 6 months to 24 April 2018, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Devon region with a requirement for Data Modelling.

1 13 (76.47%) SQL
2 12 (70.59%) Agile Software Development
3 10 (58.82%) Python
3 10 (58.82%) SMS
4 8 (47.06%) MySQL
4 8 (47.06%) JIRA
4 8 (47.06%) Waterfall
5 7 (41.18%) OpenStack
5 7 (41.18%) AngularJS
5 7 (41.18%) Laravel
5 7 (41.18%) JSON
5 7 (41.18%) Git (software)
5 7 (41.18%) Confluence
5 7 (41.18%) React
5 7 (41.18%) CSS
5 7 (41.18%) XML
5 7 (41.18%) JavaScript
5 7 (41.18%) PHP
5 7 (41.18%) C
5 7 (41.18%) C#
5 7 (41.18%) C++
5 7 (41.18%) HTML
5 7 (41.18%) OO
5 7 (41.18%) MVC
6 4 (23.53%) Stakeholder Management
6 4 (23.53%) ETL
6 4 (23.53%) Project Management
7 3 (17.65%) Data Warehouse
7 3 (17.65%) Oracle
7 3 (17.65%) QA

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 7 (41.18%) Confluence
1 7 (41.18%) OpenStack
2 2 (11.76%) SAS
Applications
1 1 (5.88%) Spreadsheet
Communications & Networking
1 10 (58.82%) SMS
Database & Business Intelligence
1 8 (47.06%) MySQL
2 3 (17.65%) Data Warehouse
3 2 (11.76%) GIS
4 1 (5.88%) NoSQL
4 1 (5.88%) PostgreSQL
4 1 (5.88%) Relational Database
4 1 (5.88%) SQL Server
4 1 (5.88%) SQL Server Integration Services
4 1 (5.88%) SQL Server Reporting Services
Development Applications
1 8 (47.06%) JIRA
2 7 (41.18%) Git (software)
Job Titles
1 9 (52.94%) Developer
2 7 (41.18%) Angular Developer
2 7 (41.18%) C# Developer
2 7 (41.18%) C# Software Developer
2 7 (41.18%) JavaScript Developer
2 7 (41.18%) PHP Developer
2 7 (41.18%) React Developer
2 7 (41.18%) Software Developer
3 5 (29.41%) Analyst
4 4 (23.53%) Senior Analyst
5 3 (17.65%) Business Systems Analyst
5 3 (17.65%) Systems Analyst
6 2 (11.76%) Data Analyst
6 2 (11.76%) Senior Business Systems Analyst
6 2 (11.76%) Senior Data Analyst
6 2 (11.76%) Senior Systems Analyst
7 1 (5.88%) Business Intelligence Developer
7 1 (5.88%) ETL Developer
7 1 (5.88%) Process Analyst
7 1 (5.88%) Solutions Architect
Libraries, Frameworks & Software Standards
1 7 (41.18%) AngularJS
1 7 (41.18%) CSS
1 7 (41.18%) HTML
1 7 (41.18%) JSON
1 7 (41.18%) Laravel
1 7 (41.18%) React
1 7 (41.18%) XML
Miscellaneous
1 2 (11.76%) Algorithms
1 2 (11.76%) Analytical Skills
1 2 (11.76%) Computer Science
2 1 (5.88%) Greenfield Project
2 1 (5.88%) Linked Data
2 1 (5.88%) Mainframe
2 1 (5.88%) Taxonomies
Operating Systems
1 2 (11.76%) Linux
1 2 (11.76%) Unix
2 1 (5.88%) Windows
Processes & Methodologies
1 12 (70.59%) Agile Software Development
2 8 (47.06%) Waterfall
3 7 (41.18%) MVC
3 7 (41.18%) OO
4 4 (23.53%) ETL
4 4 (23.53%) Project Management
4 4 (23.53%) Stakeholder Management
5 3 (17.65%) Statistical Modelling
6 2 (11.76%) Business Intelligence
6 2 (11.76%) Data Science
6 2 (11.76%) Data Visualisation
6 2 (11.76%) Mathematics
6 2 (11.76%) Problem-Solving
6 2 (11.76%) Scrum
6 2 (11.76%) SDLC
6 2 (11.76%) Statistics
6 2 (11.76%) Systems Analysis
6 2 (11.76%) Visualisation
7 1 (5.88%) ITIL
7 1 (5.88%) UML
Programming Languages
1 13 (76.47%) SQL
2 10 (58.82%) Python
3 7 (41.18%) C
3 7 (41.18%) C#
3 7 (41.18%) C++
3 7 (41.18%) JavaScript
3 7 (41.18%) PHP
4 3 (17.65%) R
5 2 (11.76%) MATLAB
6 1 (5.88%) Java
6 1 (5.88%) T-SQL
Qualifications
1 2 (11.76%) Degree
1 2 (11.76%) Numerate Degree
1 2 (11.76%) Postgraduate
1 2 (11.76%) Security Cleared
2 1 (5.88%) ISEB
Quality Assurance & Compliance
1 3 (17.65%) QA
Vendors
1 3 (17.65%) Oracle
2 2 (11.76%) IBM
2 2 (11.76%) Microsoft
3 1 (5.88%) Cognos
3 1 (5.88%) Talend