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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Bedfordshire / Bedford
Rank 20 40 49
Rank change year-on-year
+20 +9
Permanent jobs citing Data Modelling 7 5 2
As % of all permanent IT jobs located in Bedford 4.86% 2.35% 0.65%
As % of the Processes & Methodologies category 5.93% 2.48% 0.74%
Number of salaries quoted 4 5 2
Median salary £38,750 £42,500 £50,000
Median salary % change year-on-year
-8.82% -15.00%
90% offered a salary of more than £35,750 £41,000 £44,000
10% offered a salary of more than £40,000 £45,900 £56,000
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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
118 202 270
As % of all permanent IT jobs located in Bedford 81.94% 94.84% 87.10%
Number of salaries quoted 100 193 223
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £30,000 £35,000 £31,000
10% offered a salary of more than £60,000 £72,500 £67,000
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 20 February 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 7 (53.85%) SQL
1 7 (53.85%) C#
2 6 (46.15%) SQL Server
3 5 (38.46%) OO
3 5 (38.46%) JavaScript
3 5 (38.46%) Business Intelligence
4 4 (30.77%) Microsoft
4 4 (30.77%) CRM
4 4 (30.77%) ETL
4 4 (30.77%) Agile Software Development
4 4 (30.77%) SQL Server Reporting Services
4 4 (30.77%) SQL Server Integration Services
4 4 (30.77%) SQL Server Analysis Services
4 4 (30.77%) Power BI
5 3 (23.08%) Wireframes
5 3 (23.08%) User Stories
5 3 (23.08%) SaaS
5 3 (23.08%) Dynamics CRM
6 2 (15.38%) MS Excel
6 2 (15.38%) Data Analysis
6 2 (15.38%) Software Engineering
6 2 (15.38%) NUnit
6 2 (15.38%) Advertising
6 2 (15.38%) Scrum
6 2 (15.38%) Data Warehouse
6 2 (15.38%) ASP.NET
6 2 (15.38%) T-SQL
6 2 (15.38%) .NET
6 2 (15.38%) Information Management
6 2 (15.38%) Selenium

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:

Application Platforms
1 1 (7.69%) Oracle SOA Suite
Applications
1 2 (15.38%) MS Excel
Business Applications
1 3 (23.08%) Dynamics CRM
2 1 (7.69%) Oracle EBS
Cloud Services
1 3 (23.08%) SaaS
Database & Business Intelligence
1 6 (46.15%) SQL Server
2 4 (30.77%) Power BI
2 4 (30.77%) SQL Server Analysis Services
2 4 (30.77%) SQL Server Integration Services
2 4 (30.77%) SQL Server Reporting Services
3 2 (15.38%) Data Warehouse
3 2 (15.38%) QlikView
3 2 (15.38%) 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 6 (46.15%) Analyst
2 3 (23.08%) Business Intelligence Analyst
2 3 (23.08%) Business Systems Analyst
2 3 (23.08%) CRM Developer
2 3 (23.08%) Developer
2 3 (23.08%) Systems Analyst
3 2 (15.38%) SQL 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%) Report Analyst
4 1 (7.69%) SOA Architect
4 1 (7.69%) Web Analyst
4 1 (7.69%) Web Applications Analyst
Libraries, Frameworks & Software Standards
1 2 (15.38%) .NET
1 2 (15.38%) ASP.NET
1 2 (15.38%) Gherkin
1 2 (15.38%) jQuery
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%) Business Intelligence
1 5 (38.46%) OO
2 4 (30.77%) Agile Software Development
2 4 (30.77%) CRM
2 4 (30.77%) 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 Analysis
4 2 (15.38%) Data Protection
4 2 (15.38%) Dimensional Modelling
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 7 (53.85%) C#
1 7 (53.85%) SQL
2 5 (38.46%) 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