The following table provides summary statistics for permanent job vacancies advertised in Bedford 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 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Bedfordshire / Bedford
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 28 37 45
Rank change year-on-year +9 +8  
Permanent jobs citing Data Modelling 6 2 1
As % of all permanent IT jobs advertised in Bedford 4.51% 1.08% 0.35%
As % of the Processes & Methodologies category 5.61% 1.12% 0.39%
Number of salaries quoted 3 2 1
Median salary £40,000 £41,750 £57,500
Median salary % change year-on-year -4.19% -27.39%  
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 Bedford with a requirement for process and methodology skills.

Process & Methodology Skills
Bedford
Permanent job vacancies with a requirement for process and methodology skills 107 178 257
As % of all permanent IT job vacancies advertised in Bedford 80.45% 96.22% 90.81%
Number of salaries quoted 86 150 197
Median salary £40,000 £45,000 £45,500
Median salary % change year-on-year -11.11% -1.09%  
90% offered a salary of more than £30,000 £35,000 £29,000
10% offered a salary of more than £57,500 £72,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Bedford

The job posting trend of jobs advertised in Bedford 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 Bedford

Data Modelling
Salary Trend in Bedford

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

Salary trend for Data Modelling in Bedford

Data Modelling
Top 30 Co-occurring IT Skills in Bedford

For the 6 months to 28 March 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 Bedford region with a requirement for Data Modelling.

1 8 (61.54%) C#
1 8 (61.54%) SQL
2 6 (46.15%) JavaScript
3 5 (38.46%) SQL Server
3 5 (38.46%) Agile Software Development
4 4 (30.77%) .NET
4 4 (30.77%) ASP.NET
4 4 (30.77%) OO
4 4 (30.77%) Business Intelligence
4 4 (30.77%) Microsoft
4 4 (30.77%) jQuery
4 4 (30.77%) Domain Models
5 3 (23.08%) Wireframes
5 3 (23.08%) SQL Server Analysis Services
5 3 (23.08%) SaaS
5 3 (23.08%) SQL Server Integration Services
5 3 (23.08%) User Stories
5 3 (23.08%) Power BI
5 3 (23.08%) CRM
5 3 (23.08%) ETL
5 3 (23.08%) SQL Server Reporting Services
6 2 (15.38%) Information Management
6 2 (15.38%) NUnit
6 2 (15.38%) Advertising
6 2 (15.38%) Scrum
6 2 (15.38%) MS Excel
6 2 (15.38%) T-SQL
6 2 (15.38%) Test Automation
6 2 (15.38%) BDD
6 2 (15.38%) SoapUI

Data Modelling
Co-occurring IT Skills in Bedford 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 (7.69%) Oracle SOA Suite
Applications
1 2 (15.38%) MS Excel
Business Applications
1 2 (15.38%) Dynamics CRM
2 1 (7.69%) Oracle EBS
Cloud Services
1 3 (23.08%) SaaS
Database & Business Intelligence
1 5 (38.46%) SQL Server
2 3 (23.08%) Power BI
2 3 (23.08%) SQL Server Analysis Services
2 3 (23.08%) SQL Server Integration Services
2 3 (23.08%) SQL Server Reporting Services
3 1 (7.69%) Data Warehouse
3 1 (7.69%) QlikView
3 1 (7.69%) SQL Server 2008
Development Applications
1 2 (15.38%) Appium
1 2 (15.38%) NUnit
1 2 (15.38%) Selenium
1 2 (15.38%) SoapUI
1 2 (15.38%) SpecFlow
General
1 2 (15.38%) Advertising
Job Titles
1 7 (53.85%) Analyst
2 5 (38.46%) Business Systems Analyst
2 5 (38.46%) Systems Analyst
3 2 (15.38%) Business Intelligence Analyst
3 2 (15.38%) CRM Developer
3 2 (15.38%) Developer
3 2 (15.38%) SQL Analyst
3 2 (15.38%) Web Analyst
3 2 (15.38%) Web Applications Analyst
4 1 (7.69%) Architect
4 1 (7.69%) CRM Architect
4 1 (7.69%) ERP Architect
4 1 (7.69%) Integration Architect
4 1 (7.69%) SOA Architect
Libraries, Frameworks & Software Standards
1 4 (30.77%) .NET
1 4 (30.77%) ASP.NET
1 4 (30.77%) jQuery
2 2 (15.38%) Gherkin
Miscellaneous
1 2 (15.38%) Analytical Skills
1 2 (15.38%) Mobile App
2 1 (7.69%) Data Structures
Processes & Methodologies
1 5 (38.46%) Agile Software Development
2 4 (30.77%) Business Intelligence
2 4 (30.77%) Domain Models
2 4 (30.77%) OO
3 3 (23.08%) CRM
3 3 (23.08%) ETL
3 3 (23.08%) User Stories
3 3 (23.08%) Wireframes
4 2 (15.38%) Agile Testing
4 2 (15.38%) API Testing
4 2 (15.38%) BDD
4 2 (15.38%) Continuous Delivery
4 2 (15.38%) Data Protection
4 2 (15.38%) Information Management
4 2 (15.38%) Project Planning
4 2 (15.38%) Scrum
4 2 (15.38%) Software Engineering
4 2 (15.38%) System Testing
4 2 (15.38%) Test Automation
4 2 (15.38%) Test Planning
Programming Languages
1 8 (61.54%) C#
1 8 (61.54%) SQL
2 6 (46.15%) JavaScript
3 2 (15.38%) T-SQL
Quality Assurance & Compliance
1 2 (15.38%) QA
Vendors
1 4 (30.77%) Microsoft
2 2 (15.38%) Xamarin
3 1 (7.69%) Oracle
Bedford
Hays Specialist Recruitment Ltd
Salary: £45000.00 per annum
Posted: 14 days ago