Period
to 20 November 2017

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

Data Modelling
South West > Wiltshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 97 104 89
Rank change year-on-year +7 -15 +10
Permanent jobs citing Data Modelling 21 19 55
As % of all permanent IT jobs advertised in Wiltshire 1.35% 1.12% 2.52%
As % of the Processes & Methodologies category 1.54% 1.35% 2.81%
Number of salaries quoted 18 18 51
Wiltshire median annual salary £41,250 £42,750 £47,500
Median salary % change year-on-year -3.51% -10.00% -
10th Percentile £36,250 £40,750 £36,250
90th Percentile £47,875 £52,500 £64,375
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 Wiltshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Wiltshire
Permanent vacancies with a requirement for process or methodology skills 1365 1412 1957
As % of all permanent IT jobs advertised in Wiltshire 87.78% 83.50% 89.73%
Number of salaries quoted 1132 1199 1717
Wiltshire median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £24,750 £26,250
90th Percentile £60,000 £57,500 £60,000
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 Wiltshire

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

Job vacancy trend for Data Modelling in Wiltshire

Data Modelling
Salary Trend in Wiltshire

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

Salary trend for Data Modelling in Wiltshire

Data Modelling
Salary Histogram in Wiltshire

The salary distribution of IT jobs citing Data Modelling in Wiltshire over the 6 months to 20 November 2017.

Salary histogram for Data Modelling in Wiltshire

Data Modelling
Job Locations in Wiltshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Wiltshire region over the 6 months to 20 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
Swindon - 9 £45,000 -
Warminster - 5 £37,500 -
Salisbury -32 1 £40,000 -
Data Modelling
South West

For the 6 months to 20 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 Wiltshire region with a requirement for Data Modelling.

1 18 (85.71%) SQL
2 12 (57.14%) Data Warehouse
2 12 (57.14%) Business Intelligence
3 11 (52.38%) Analytics
4 10 (47.62%) Tableau
4 10 (47.62%) PostgreSQL
4 10 (47.62%) Oracle RAC
4 10 (47.62%) RDBMS
4 10 (47.62%) Oracle Forms
4 10 (47.62%) Oracle
4 10 (47.62%) Relational Database
4 10 (47.62%) Virtual Environments
4 10 (47.62%) Yellowfin
5 6 (28.57%) Java
5 6 (28.57%) Spring
6 5 (23.81%) Hibernate
6 5 (23.81%) SC Cleared
6 5 (23.81%) BC Cleared
6 5 (23.81%) Security Cleared
6 5 (23.81%) Oracle Reports
6 5 (23.81%) C
6 5 (23.81%) Data Acquisition
6 5 (23.81%) Input Data Acquisition
6 5 (23.81%) Oracle Database
7 4 (19.05%) JUnit
7 4 (19.05%) Retail
8 3 (14.29%) Maven
8 3 (14.29%) RESTful
8 3 (14.29%) OO
8 3 (14.29%) OOD

Data Modelling
Co-occurring IT Skills in Wiltshire 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 1 (4.76%) IIS
Cloud Services
1 1 (4.76%) Amazon AWS
1 1 (4.76%) Microsoft Azure
Database & Business Intelligence
1 12 (57.14%) Data Warehouse
2 10 (47.62%) PostgreSQL
2 10 (47.62%) RDBMS
2 10 (47.62%) Relational Database
2 10 (47.62%) Yellowfin
3 5 (23.81%) Oracle Database
3 5 (23.81%) Oracle Reports
4 2 (9.52%) SQL Server
5 1 (4.76%) SQL Server Integration Services
Development Applications
1 10 (47.62%) Oracle Forms
2 4 (19.05%) JUnit
3 3 (14.29%) Maven
4 1 (4.76%) Git (software)
General
1 4 (19.05%) Retail
2 2 (9.52%) Finance
2 2 (9.52%) Manufacturing
Job Titles
1 10 (47.62%) Database Engineer
2 6 (28.57%) Developer
2 6 (28.57%) Java Developer
3 5 (23.81%) Data Analytics Engineer
3 5 (23.81%) Oracle Database Engineer
4 3 (14.29%) Analyst
4 3 (14.29%) Business Analyst
5 1 (4.76%) Architect
5 1 (4.76%) Business Integration Analyst
5 1 (4.76%) Data Architect
5 1 (4.76%) Integration Analyst
5 1 (4.76%) Retail Business Analyst
5 1 (4.76%) Senior Developer
5 1 (4.76%) Senior Java Developer
5 1 (4.76%) Technical Analyst
5 1 (4.76%) Technical Business Analyst
5 1 (4.76%) Technical Design Analyst
Libraries, Frameworks & Software Standards
1 6 (28.57%) Spring
2 5 (23.81%) Hibernate
3 3 (14.29%) RESTful
4 2 (9.52%) CSS
4 2 (9.52%) HTML
4 2 (9.52%) HTML5
4 2 (9.52%) REST
5 1 (4.76%) .NET
5 1 (4.76%) .NET Framework
5 1 (4.76%) Apache Camel
5 1 (4.76%) ASP.NET Web API
5 1 (4.76%) Web Services
Miscellaneous
1 2 (9.52%) FMCG
2 1 (4.76%) Analytical Skills
2 1 (4.76%) Data Structures
2 1 (4.76%) Management Information System
Processes & Methodologies
1 12 (57.14%) Business Intelligence
2 11 (52.38%) Analytics
3 10 (47.62%) Virtual Environments
4 5 (23.81%) Data Acquisition
4 5 (23.81%) Input Data Acquisition
5 3 (14.29%) ETL
5 3 (14.29%) OO
5 3 (14.29%) OOD
6 2 (9.52%) Unit Testing
6 2 (9.52%) Visualisation
7 1 (4.76%) Agile Software Development
7 1 (4.76%) Data Architecture
7 1 (4.76%) Data Management
7 1 (4.76%) Data Transformation
7 1 (4.76%) ERP
7 1 (4.76%) Information Architecture
7 1 (4.76%) Information Management
7 1 (4.76%) Master Data Management
7 1 (4.76%) Requirements Analysis
7 1 (4.76%) Software Engineering
Programming Languages
1 18 (85.71%) SQL
2 6 (28.57%) Java
3 5 (23.81%) C
Qualifications
1 5 (23.81%) BC Cleared
1 5 (23.81%) SC Cleared
1 5 (23.81%) Security Cleared
System Software
1 10 (47.62%) Oracle RAC
Vendors
1 10 (47.62%) Oracle
1 10 (47.62%) Tableau
2 2 (9.52%) Microsoft