Period
to 20 January 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 20 January 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South West > Devon
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 52 - 71
Rank change year-on-year - +71 +25
Permanent jobs citing Data Modelling 18 0 11
As % of all permanent IT jobs advertised in Devon 3.62% - 1.65%
As % of the Processes & Methodologies category 4.29% - 1.83%
Number of salaries quoted 12 0 10
Devon median annual salary £39,136 - £42,500
10th Percentile £33,750 - £35,083
90th Percentile £47,250 - £43,850
South West median annual salary £41,626 £42,500 £45,000
% change year-on-year -2.06% -5.56% +8.43%

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 420 649 600
As % of all permanent IT jobs advertised in Devon 84.51% 87.23% 90.09%
Number of salaries quoted 358 576 512
Devon median annual salary £41,500 £35,000 £32,500
Median salary % change year-on-year +18.57% +7.69% -
10th Percentile £25,750 £22,500 £20,500
90th Percentile £65,750 £51,250 £46,925
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% +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 20 January 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 20 January 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 - 10 £44,000 - 1
Exeter - 8 £37,500 - 4
Data Modelling
South West

For the 6 months to 20 January 2018, 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 15 (83.33%) Agile Software Development
2 11 (61.11%) Scrum
3 10 (55.56%) SQL
4 7 (38.89%) Stakeholder Management
4 7 (38.89%) Microsoft
5 6 (33.33%) PL/SQL
5 6 (33.33%) Data Analysis
5 6 (33.33%) Security Cleared
5 6 (33.33%) Team Foundation Server
6 5 (27.78%) ERP
6 5 (27.78%) Greenfield Project
7 4 (22.22%) Analytical Skills
7 4 (22.22%) React
7 4 (22.22%) API Development
7 4 (22.22%) Microsoft Azure
7 4 (22.22%) Amazon AWS
7 4 (22.22%) Machine Learning
7 4 (22.22%) Big Data
7 4 (22.22%) Data Analytics
7 4 (22.22%) AngularJS
7 4 (22.22%) Analytics
7 4 (22.22%) JavaScript
7 4 (22.22%) HTML
7 4 (22.22%) CSS
7 4 (22.22%) Business Analysis
7 4 (22.22%) Systems Analysis
7 4 (22.22%) Artificial Intelligence
7 4 (22.22%) RESTful
7 4 (22.22%) SC Cleared
8 3 (16.67%) Hadoop

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 (16.67%) Apache Spark
Applications
1 1 (5.56%) Spreadsheet
Cloud Services
1 4 (22.22%) Amazon AWS
1 4 (22.22%) Microsoft Azure
Communications & Networking
1 1 (5.56%) SMS
Database & Business Intelligence
1 4 (22.22%) Big Data
2 3 (16.67%) Apache Cassandra
2 3 (16.67%) Hadoop
2 3 (16.67%) Relational Database
3 2 (11.11%) Data Warehouse
3 2 (11.11%) GIS
3 2 (11.11%) NoSQL
3 2 (11.11%) PostgreSQL
Development Applications
1 6 (33.33%) Team Foundation Server
2 1 (5.56%) JIRA
Job Titles
1 11 (61.11%) Analyst
2 9 (50.00%) Senior Analyst
2 9 (50.00%) Systems Analyst
3 7 (38.89%) Business Systems Analyst
3 7 (38.89%) Senior Systems Analyst
4 5 (27.78%) Senior Business Systems Analyst
5 4 (22.22%) Developer
5 4 (22.22%) JavaScript Developer
6 3 (16.67%) Front End Developer (Client-Side Developer)
6 3 (16.67%) UI Developer
7 2 (11.11%) Architect
7 2 (11.11%) Data Analyst
7 2 (11.11%) Senior Data Analyst
7 2 (11.11%) Solutions Architect
8 1 (5.56%) Java Developer
8 1 (5.56%) Junior
8 1 (5.56%) Junior Analyst
8 1 (5.56%) Junior Systems Analyst
8 1 (5.56%) Process Analyst
8 1 (5.56%) Programmer
Libraries, Frameworks & Software Standards
1 4 (22.22%) AngularJS
1 4 (22.22%) CSS
1 4 (22.22%) HTML
1 4 (22.22%) React
1 4 (22.22%) RESTful
2 3 (16.67%) Backbone.js
2 3 (16.67%) D3.js
2 3 (16.67%) Ember.js
2 3 (16.67%) Node.js
2 3 (16.67%) Vue (Vue.js)
3 1 (5.56%) jQuery
3 1 (5.56%) NumPy
3 1 (5.56%) Spring
Miscellaneous
1 5 (27.78%) Greenfield Project
2 4 (22.22%) Analytical Skills
3 2 (11.11%) Mainframe
3 2 (11.11%) Taxonomies
4 1 (5.56%) Algorithms
Operating Systems
1 2 (11.11%) Windows
Processes & Methodologies
1 15 (83.33%) Agile Software Development
2 11 (61.11%) Scrum
3 7 (38.89%) Stakeholder Management
4 6 (33.33%) Data Analysis
5 5 (27.78%) ERP
6 4 (22.22%) Analytics
6 4 (22.22%) API Development
6 4 (22.22%) Artificial Intelligence
6 4 (22.22%) Business Analysis
6 4 (22.22%) Data Analytics
6 4 (22.22%) Machine Learning
6 4 (22.22%) Systems Analysis
7 3 (16.67%) Project Management
7 3 (16.67%) SDLC
8 2 (11.11%) Business Intelligence
8 2 (11.11%) ETL
8 2 (11.11%) ITIL
8 2 (11.11%) PRINCE2
8 2 (11.11%) SEO
8 2 (11.11%) Service Management
Programming Languages
1 10 (55.56%) SQL
2 6 (33.33%) PL/SQL
3 4 (22.22%) JavaScript
4 3 (16.67%) T-SQL
5 2 (11.11%) Python
6 1 (5.56%) Java
6 1 (5.56%) R
Qualifications
1 6 (33.33%) Security Cleared
2 4 (22.22%) SC Cleared
3 2 (11.11%) Degree
3 2 (11.11%) HND
3 2 (11.11%) ISEB
Quality Assurance & Compliance
1 2 (11.11%) QA
Vendors
1 7 (38.89%) Microsoft
2 2 (11.11%) IBM
2 2 (11.11%) Oracle