The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Bedford region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Bedfordshire / Bedford
Rank 23 45 49
Rank change year-on-year
+22 +4
Permanent jobs citing Data Modelling 5 3 2
As % of all permanent IT jobs located in Bedford 3.73% 1.23% 0.65%
As % of the Processes & Methodologies category 4.50% 1.33% 0.76%
Number of salaries quoted 5 3 2
Median salary £37,500 £42,500 £42,500
Median salary % change year-on-year
-11.76% -
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Bedford region.

Processes & Methodologies Category
Bedford
Permanent IT job ads with a match in the
Processes & Methodologies category
111 225 264
As % of all permanent IT jobs located in Bedford 82.84% 92.21% 85.99%
Number of salaries quoted 98 217 237
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £31,000 £35,000 £35,000
10% offered a salary of more than £60,000 £72,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Bedford

The demand trend of job ads across the Bedford region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Bedford region.

Data Modelling Salary Trend in Bedford

Data Modelling
Top 30 Related IT Skills in Bedford

For the 6 months to 21 January 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 11 (78.57%) SQL
2 9 (64.29%) C#
2 9 (64.29%) OO
3 7 (50.00%) JavaScript
3 7 (50.00%) CRM
4 6 (42.86%) Dynamics CRM
5 4 (28.57%) SQL Server Integration Services
5 4 (28.57%) SQL Server Analysis Services
5 4 (28.57%) SQL Server Reporting Services
5 4 (28.57%) ETL
5 4 (28.57%) Business Intelligence
5 4 (28.57%) SQL Server
5 4 (28.57%) Power BI
6 2 (14.29%) Information Management
6 2 (14.29%) SQL Server 2008
6 2 (14.29%) SoapUI
6 2 (14.29%) SpecFlow
6 2 (14.29%) Gherkin
6 2 (14.29%) Agile Testing
6 2 (14.29%) Xamarin
6 2 (14.29%) BDD
6 2 (14.29%) Mobile App
6 2 (14.29%) Analytical Skills
6 2 (14.29%) Appium
6 2 (14.29%) Continuous Delivery
6 2 (14.29%) API Testing
6 2 (14.29%) Test Automation
6 2 (14.29%) MS Excel
6 2 (14.29%) T-SQL
6 2 (14.29%) Microsoft

Data Modelling
Top Related 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:

Applications
1 2 (14.29%) MS Excel
Business Applications
1 6 (42.86%) Dynamics CRM
Database & Business Intelligence
1 4 (28.57%) Power BI
1 4 (28.57%) SQL Server
1 4 (28.57%) SQL Server Analysis Services
1 4 (28.57%) SQL Server Integration Services
1 4 (28.57%) SQL Server Reporting Services
2 2 (14.29%) Data Warehouse
2 2 (14.29%) QlikView
2 2 (14.29%) SQL Server 2008
Development Applications
1 2 (14.29%) Appium
1 2 (14.29%) NUnit
1 2 (14.29%) Selenium
1 2 (14.29%) SoapUI
1 2 (14.29%) SpecFlow
2 1 (7.14%) Team Foundation Server
General
1 2 (14.29%) Advertising
Job Titles
1 7 (50.00%) CRM Developer
1 7 (50.00%) Developer
2 4 (28.57%) Analyst
3 3 (21.43%) Business Intelligence Analyst
4 2 (14.29%) SQL Analyst
5 1 (7.14%) Business Systems Analyst
5 1 (7.14%) Cloud Developer
5 1 (7.14%) Dynamics CRM Developer
5 1 (7.14%) Oracle Developer
5 1 (7.14%) Report Analyst
5 1 (7.14%) Systems Analyst
5 1 (7.14%) Web Analyst
5 1 (7.14%) Web Applications Analyst
Libraries, Frameworks & Software Standards
1 2 (14.29%) Gherkin
2 1 (7.14%) CSS
Miscellaneous
1 2 (14.29%) Analytical Skills
1 2 (14.29%) Mobile App
Processes & Methodologies
1 9 (64.29%) OO
2 7 (50.00%) CRM
3 4 (28.57%) Business Intelligence
3 4 (28.57%) ETL
4 2 (14.29%) Agile Software Development
4 2 (14.29%) Agile Testing
4 2 (14.29%) API Testing
4 2 (14.29%) BDD
4 2 (14.29%) Continuous Delivery
4 2 (14.29%) Data Analysis
4 2 (14.29%) Data Protection
4 2 (14.29%) Dimensional Modelling
4 2 (14.29%) Information Management
4 2 (14.29%) Software Engineering
4 2 (14.29%) Test Automation
5 1 (7.14%) ITIL
5 1 (7.14%) User Stories
5 1 (7.14%) Wireframes
Programming Languages
1 11 (78.57%) SQL
2 9 (64.29%) C#
3 7 (50.00%) JavaScript
4 2 (14.29%) T-SQL
5 1 (7.14%) PHP
Quality Assurance & Compliance
1 2 (14.29%) QA
Vendors
1 2 (14.29%) Microsoft
1 2 (14.29%) Xamarin
2 1 (7.14%) Oracle