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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 30 42 52
Rank change year-on-year
+12 +10
Permanent jobs citing Data Modelling 8 9 8
As % of all permanent IT jobs located in Bedford 5.71% 3.44% 2.43%
As % of the Processes & Methodologies category 5.97% 3.75% 2.77%
Number of salaries quoted 4 9 8
Median salary £40,000 £45,000 £45,000
Median salary % change year-on-year
-11.11% -
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
Data Modelling
Bedfordshire

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
134 240 289
As % of all permanent IT jobs located in Bedford 95.71% 91.60% 87.84%
Number of salaries quoted 117 226 271
Median salary £40,000 £45,000 £45,000
Median salary % change year-on-year
-11.11% -
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £49,000 £60,000 £60,000
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 29 September 2016, 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 18 (85.71%) SQL
2 16 (76.19%) C#
2 16 (76.19%) JavaScript
2 16 (76.19%) OO
2 16 (76.19%) CRM
3 13 (61.90%) Oracle
4 12 (57.14%) PHP
4 12 (57.14%) CSS
4 12 (57.14%) ITIL
4 12 (57.14%) Team Foundation Server
5 4 (19.05%) Dynamics CRM
6 3 (14.29%) Agile Software Development
6 3 (14.29%) Data Warehouse
6 3 (14.29%) Business Intelligence
7 2 (9.52%) DSDM
7 2 (9.52%) PL/SQL
7 2 (9.52%) SQL Server
7 2 (9.52%) T-SQL
7 2 (9.52%) MySQL
7 2 (9.52%) ISEB
7 2 (9.52%) Scrum
7 2 (9.52%) JIRA
7 2 (9.52%) iPad
7 2 (9.52%) NoSQL
7 2 (9.52%) Use Case
7 2 (9.52%) Kanban
7 2 (9.52%) BPMN
7 2 (9.52%) User Stories
7 2 (9.52%) SDLC
7 2 (9.52%) Feasibility Study

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 1 (4.76%) MS Excel
Business Applications
1 4 (19.05%) Dynamics CRM
Database & Business Intelligence
1 3 (14.29%) Data Warehouse
2 2 (9.52%) MySQL
2 2 (9.52%) NoSQL
2 2 (9.52%) SQL Server
3 1 (4.76%) PostgreSQL
3 1 (4.76%) Power BI
3 1 (4.76%) QlikView
3 1 (4.76%) Relational Database
3 1 (4.76%) SQL Server 2008
3 1 (4.76%) SQL Server Analysis Services
3 1 (4.76%) SQL Server Integration Services
3 1 (4.76%) SQL Server Reporting Services
Development Applications
1 12 (57.14%) Team Foundation Server
2 2 (9.52%) JIRA
Job Titles
1 18 (85.71%) Developer
2 16 (76.19%) CRM Developer
3 12 (57.14%) Cloud Developer
3 12 (57.14%) Oracle Developer
4 3 (14.29%) Analyst
5 2 (9.52%) Agile Business Analyst
5 2 (9.52%) Business Analyst
5 2 (9.52%) Database Developer
5 2 (9.52%) Software Analyst
6 1 (4.76%) Administrator
6 1 (4.76%) Business Intelligence Analyst
6 1 (4.76%) Business Intelligence Developer
6 1 (4.76%) Dynamics CRM Developer
6 1 (4.76%) Report Analyst
6 1 (4.76%) Senior Analyst
6 1 (4.76%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 12 (57.14%) CSS
Miscellaneous
1 2 (9.52%) iPad
2 1 (4.76%) Analytical Skills
Processes & Methodologies
1 16 (76.19%) CRM
1 16 (76.19%) OO
2 12 (57.14%) ITIL
3 3 (14.29%) Agile Software Development
3 3 (14.29%) Business Intelligence
4 2 (9.52%) BPMN
4 2 (9.52%) DSDM
4 2 (9.52%) Feasibility Study
4 2 (9.52%) Kanban
4 2 (9.52%) Scrum
4 2 (9.52%) SDLC
4 2 (9.52%) Use Case
4 2 (9.52%) User Stories
5 1 (4.76%) ETL
5 1 (4.76%) Line Management
5 1 (4.76%) Logical Data Model
5 1 (4.76%) Physical Data Model
5 1 (4.76%) UML
5 1 (4.76%) Wireframes
5 1 (4.76%) Workflow
Programming Languages
1 18 (85.71%) SQL
2 16 (76.19%) C#
2 16 (76.19%) JavaScript
3 12 (57.14%) PHP
4 2 (9.52%) PL/SQL
4 2 (9.52%) T-SQL
Qualifications
1 2 (9.52%) ISEB
Quality Assurance & Compliance
1 1 (4.76%) SLA
Vendors
1 13 (61.90%) Oracle
2 1 (4.76%) Microsoft
2 1 (4.76%) Tableau