Period
to 18 July 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South West > Devon
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 51 75 79
Rank change year-on-year +24 +4 +8
Permanent jobs citing Data Modelling 15 7 4
As % of all permanent IT jobs advertised in Devon 2.74% 1.04% 0.63%
As % of the Processes & Methodologies category 3.15% 1.15% 0.73%
Number of salaries quoted 14 10 4
Devon median annual salary £32,500 £67,500 £36,250
Median salary % change year-on-year -51.85% +86.21% -34.09%
10th Percentile £28,750 £35,750 £33,500
90th Percentile £67,875 £68,750 £38,750
South West median annual salary £45,000 £42,500 £41,250
% change year-on-year +5.88% +3.03% -8.33%

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 476 610 549
As % of all permanent IT jobs advertised in Devon 87.02% 90.64% 86.05%
Number of salaries quoted 353 548 495
Devon median annual salary £38,469 £36,742 £35,000
Median salary % change year-on-year +4.70% +4.98% -
10th Percentile £24,250 £24,375 £23,750
90th Percentile £70,000 £53,750 £67,500
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 July 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 18 July 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 +4 9 £32,500 -15.58% 1
Exeter +26 5 £58,750 -12.96%
Data Modelling
South West

For the 6 months to 18 July 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 (86.67%) SQL
2 10 (66.67%) Python
2 10 (66.67%) SMS
3 9 (60.00%) MySQL
4 8 (53.33%) XML
4 8 (53.33%) JavaScript
4 8 (53.33%) C#
4 8 (53.33%) C++
4 8 (53.33%) Agile Software Development
5 7 (46.67%) JSON
5 7 (46.67%) JIRA
5 7 (46.67%) Git (software)
5 7 (46.67%) Confluence
5 7 (46.67%) Waterfall
5 7 (46.67%) HTML
5 7 (46.67%) PHP
5 7 (46.67%) OO
5 7 (46.67%) CSS
5 7 (46.67%) C
5 7 (46.67%) MVC
5 7 (46.67%) Laravel
5 7 (46.67%) OpenStack
5 7 (46.67%) AngularJS
5 7 (46.67%) React
6 5 (33.33%) ETL
7 3 (20.00%) Business Intelligence
7 3 (20.00%) Data Warehouse
7 3 (20.00%) R
7 3 (20.00%) Visualisation
7 3 (20.00%) 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 (46.67%) Confluence
1 7 (46.67%) OpenStack
2 2 (13.33%) SAS
Cloud Services
1 1 (6.67%) Microsoft Azure
Communications & Networking
1 10 (66.67%) SMS
Database & Business Intelligence
1 9 (60.00%) MySQL
2 3 (20.00%) Data Warehouse
3 2 (13.33%) GIS
3 2 (13.33%) SQL Server
3 2 (13.33%) SQL Server Integration Services
3 2 (13.33%) SQL Server Reporting Services
4 1 (6.67%) Relational Database
4 1 (6.67%) SQL Server Analysis Services
Development Applications
1 7 (46.67%) Git (software)
1 7 (46.67%) JIRA
Job Titles
1 11 (73.33%) Developer
2 7 (46.67%) Angular Developer
2 7 (46.67%) C# Developer
2 7 (46.67%) C# Software Developer
2 7 (46.67%) JavaScript Developer
2 7 (46.67%) PHP Developer
2 7 (46.67%) React Developer
2 7 (46.67%) Software Developer
3 3 (20.00%) Business Intelligence Developer
4 2 (13.33%) Analyst
4 2 (13.33%) Data Analyst
4 2 (13.33%) Senior Analyst
4 2 (13.33%) Senior Data Analyst
5 1 (6.67%) Business Developer
5 1 (6.67%) Data Scientist
5 1 (6.67%) Database Developer
5 1 (6.67%) ETL Developer
5 1 (6.67%) SQL BI Developer
5 1 (6.67%) SQL Database Developer
5 1 (6.67%) Statistician
Libraries, Frameworks & Software Standards
1 8 (53.33%) XML
2 7 (46.67%) AngularJS
2 7 (46.67%) CSS
2 7 (46.67%) HTML
2 7 (46.67%) JSON
2 7 (46.67%) Laravel
2 7 (46.67%) React
3 1 (6.67%) Web Services
Miscellaneous
1 2 (13.33%) Algorithms
1 2 (13.33%) Computer Science
2 1 (6.67%) Linked Data
Operating Systems
1 2 (13.33%) Linux
1 2 (13.33%) Unix
Processes & Methodologies
1 8 (53.33%) Agile Software Development
2 7 (46.67%) MVC
2 7 (46.67%) OO
2 7 (46.67%) Waterfall
3 5 (33.33%) ETL
4 3 (20.00%) Business Intelligence
4 3 (20.00%) Statistical Modelling
4 3 (20.00%) Visualisation
5 2 (13.33%) Data Analysis
5 2 (13.33%) Data Migration
5 2 (13.33%) Data Science
5 2 (13.33%) Data Visualisation
5 2 (13.33%) Mathematics
5 2 (13.33%) Migration
5 2 (13.33%) Problem-Solving
5 2 (13.33%) Project Management
5 2 (13.33%) Statistics
6 1 (6.67%) Continuous Integration
6 1 (6.67%) Data Integration
6 1 (6.67%) Test Automation
Programming Languages
1 13 (86.67%) SQL
2 10 (66.67%) Python
3 8 (53.33%) C#
3 8 (53.33%) C++
3 8 (53.33%) JavaScript
4 7 (46.67%) C
4 7 (46.67%) PHP
5 3 (20.00%) R
6 2 (13.33%) MATLAB
7 1 (6.67%) Java
7 1 (6.67%) T-SQL
Qualifications
1 2 (13.33%) Degree
1 2 (13.33%) Numerate Degree
1 2 (13.33%) Postgraduate
Quality Assurance & Compliance
1 3 (20.00%) QA
Vendors
1 2 (13.33%) Microsoft
1 2 (13.33%) Oracle
1 2 (13.33%) Talend
2 1 (6.67%) Cognos
2 1 (6.67%) IBM