The following table provides summary statistics for permanent job vacancies advertised in Swindon 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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Wiltshire / Swindon
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 39 55 63
Rank change year-on-year +16 +8  
Permanent jobs citing Data Modelling 21 4 3
As % of all permanent IT jobs advertised in Swindon 5.11% 0.79% 0.53%
As % of the Processes & Methodologies category 5.75% 0.90% 0.57%
Number of salaries quoted 19 2 3
Median salary £42,500 £70,000 £45,000
Median salary % change year-on-year -39.28% +55.55%  
90% offered a salary of more than £37,800 £70,000 £35,000
10% offered a salary of more than £47,500 £70,000 £49,280
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Swindon with a requirement for process and methodology skills.

Process & Methodology Skills
Swindon
Permanent job vacancies with a requirement for process and methodology skills 365 443 526
As % of all permanent IT job vacancies advertised in Swindon 88.81% 87.38% 92.12%
Number of salaries quoted 321 376 466
Median salary £43,500 £45,000 £43,000
Median salary % change year-on-year -3.33% +4.65%  
90% offered a salary of more than £31,000 £30,000 £32,500
10% offered a salary of more than £57,250 £55,000 £72,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Swindon

The job posting trend of jobs advertised in Swindon citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Swindon

Data Modelling
Salary Trend in Swindon

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

Salary trend for Data Modelling in Swindon

Data Modelling
Salary Histogram in Swindon

The salary distribution of IT jobs citing Data Modelling in Swindon over the 3 months to 25 June 2017.

Salary histogram for Data Modelling in Swindon

For the 6 months to 25 June 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 Swindon region with a requirement for Data Modelling.

1 23 (58.97%) SQL
2 20 (51.28%) Java
3 19 (48.72%) Hibernate
3 19 (48.72%) Spring
4 18 (46.15%) REST
5 14 (35.90%) OO
6 13 (33.33%) Microsoft
7 12 (30.77%) Unit Testing
8 11 (28.21%) CSS
8 11 (28.21%) HTML
8 11 (28.21%) HTML5
9 10 (25.64%) Git (software)
9 10 (25.64%) Finance
10 9 (23.08%) ETL
11 8 (20.51%) IBM
11 8 (20.51%) Middleware
11 8 (20.51%) Software AG
11 8 (20.51%) SOA
11 8 (20.51%) Stakeholder Management
11 8 (20.51%) Workflow
11 8 (20.51%) Banking
11 8 (20.51%) BPMN
11 8 (20.51%) WebSphere
11 8 (20.51%) DataPower
11 8 (20.51%) Data Quality
11 8 (20.51%) Business Process Modelling
12 7 (17.95%) Mentoring
12 7 (17.95%) Technical Analysis
12 7 (17.95%) Test Strategy
12 7 (17.95%) RESTful

Data Modelling
Co-occurring IT Skills in Swindon 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 8 (20.51%) WebSphere
2 4 (10.26%) IIS
Database & Business Intelligence
1 6 (15.38%) SQL Server
2 2 (5.13%) Data Warehouse
2 2 (5.13%) Oracle BI EE
2 2 (5.13%) Oracle ODI
2 2 (5.13%) SQL Server Analysis Services
3 1 (2.56%) Oracle Reports
3 1 (2.56%) SQL Server Integration Services
Development Applications
1 10 (25.64%) Git (software)
2 7 (17.95%) JUnit
2 7 (17.95%) Maven
General
1 10 (25.64%) Finance
2 8 (20.51%) Banking
3 6 (15.38%) Manufacturing
3 6 (15.38%) Retail
4 2 (5.13%) Advertising
Job Titles
1 21 (53.85%) Developer
2 20 (51.28%) Java Developer
3 9 (23.08%) Analyst
4 8 (20.51%) Architect
5 7 (17.95%) Business Analyst
5 7 (17.95%) Middleware Architect
5 7 (17.95%) Technical Architect
6 3 (7.69%) Business Integration Analyst
6 3 (7.69%) Integration Analyst
6 3 (7.69%) Retail Business Analyst
6 3 (7.69%) Technical Analyst
6 3 (7.69%) Technical Business Analyst
6 3 (7.69%) Technical Design Analyst
7 2 (5.13%) ETL Analyst
7 2 (5.13%) Systems Analyst
8 1 (2.56%) Data Warehouse Developer
8 1 (2.56%) Integration Architect
8 1 (2.56%) Senior Developer
8 1 (2.56%) SQL BI Developer
8 1 (2.56%) SQL Developer
Libraries, Frameworks & Software Standards
1 19 (48.72%) Hibernate
1 19 (48.72%) Spring
2 18 (46.15%) REST
3 11 (28.21%) CSS
3 11 (28.21%) HTML
3 11 (28.21%) HTML5
4 8 (20.51%) Middleware
5 7 (17.95%) RESTful
5 7 (17.95%) SOAP
5 7 (17.95%) WCF
5 7 (17.95%) WSDL
6 4 (10.26%) .NET
6 4 (10.26%) .NET Framework
6 4 (10.26%) ASP.NET Web API
6 4 (10.26%) Web Services
7 1 (2.56%) Struts
Miscellaneous
1 8 (20.51%) DataPower
2 7 (17.95%) Management Information System
3 6 (15.38%) FMCG
4 2 (5.13%) Computer Science
5 1 (2.56%) Analytical Skills
5 1 (2.56%) Greenfield Project
Processes & Methodologies
1 14 (35.90%) OO
2 12 (30.77%) Unit Testing
3 9 (23.08%) ETL
4 8 (20.51%) BPMN
4 8 (20.51%) Business Process Modelling
4 8 (20.51%) SOA
4 8 (20.51%) Stakeholder Management
4 8 (20.51%) Workflow
5 7 (17.95%) BPEL
5 7 (17.95%) Mentoring
5 7 (17.95%) OOD
5 7 (17.95%) Technical Analysis
5 7 (17.95%) Test Strategy
5 7 (17.95%) UML
5 7 (17.95%) Use Case
6 4 (10.26%) Business Intelligence
7 2 (5.13%) Agile Software Development
8 1 (2.56%) Operational Acceptance Testing
8 1 (2.56%) Project Management
8 1 (2.56%) User Acceptance Testing
Programming Languages
1 23 (58.97%) SQL
2 20 (51.28%) Java
Qualifications
1 2 (5.13%) Computer Science Degree
1 2 (5.13%) Degree
Quality Assurance & Compliance
1 8 (20.51%) Data Quality
Vendors
1 13 (33.33%) Microsoft
2 8 (20.51%) IBM
2 8 (20.51%) Software AG
3 7 (17.95%) SAP
3 7 (17.95%) Unisys
4 2 (5.13%) Oracle
4 2 (5.13%) Pegasus