The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Bedfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Modelling
East of England / Bedfordshire
Rank 53 73 73
Rank change year-on-year
+20 0
Permanent jobs citing Data Modelling 14 13 17
As % of all permanent IT jobs located in Bedfordshire 2.30% 1.67% 1.60%
As % of the Processes & Methodologies category 2.58% 1.87% 1.88%
Number of salaries quoted 8 12 15
Median salary £38,750 £59,000 £47,500
Median salary % change year-on-year
-34.32% +24.21%
90% offered a salary of more than £36,400 £42,500 £44,500
10% offered a salary of more than £60,000 £72,500 £75,500
UK excluding London median salary £48,000 £47,500 £46,377
% change year-on-year
+1.05% +2.42%

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

Processes & Methodologies Category
Bedfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
543 697 903
As % of all permanent IT jobs located in Bedfordshire 89.31% 89.70% 85.11%
Number of salaries quoted 446 622 708
Median salary £48,500 £50,000 £45,000
Median salary % change year-on-year
-3.00% +11.11%
90% offered a salary of more than £32,500 £36,500 £32,500
10% offered a salary of more than £67,500 £72,500 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Bedfordshire

The demand trend of job ads across the Bedfordshire 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 Bedfordshire

Data Modelling
Salary Trend in Bedfordshire

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

Data Modelling Salary Trend in Bedfordshire

Data Modelling
Salary Histogram in Bedfordshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Bedfordshire region over the 3 months to 24 February 2017.

Data Modelling Salary Histogram in Bedfordshire

Data Modelling
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Bedfordshire region over the 3 months to 24 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bedford +16 6 £40,000 -5.88%
Luton -4 2 - - 1
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 24 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 Bedfordshire region with a requirement for Data Modelling.

1 12 (54.55%) Business Intelligence
2 9 (40.91%) CRM
3 8 (36.36%) SQL Server
4 7 (31.82%) SQL
4 7 (31.82%) C#
4 7 (31.82%) ETL
4 7 (31.82%) SQL Server Reporting Services
4 7 (31.82%) SQL Server Integration Services
4 7 (31.82%) SQL Server Analysis Services
4 7 (31.82%) SaaS
5 6 (27.27%) Power BI
5 6 (27.27%) Microsoft
5 6 (27.27%) ERP
6 5 (22.73%) SOA
6 5 (22.73%) OO
6 5 (22.73%) MS Excel
6 5 (22.73%) JavaScript
6 5 (22.73%) Oracle
6 5 (22.73%) GAP Analysis
6 5 (22.73%) Oracle EBS
6 5 (22.73%) QlikView
6 5 (22.73%) Dimensional Modelling
6 5 (22.73%) TOGAF
6 5 (22.73%) Analytical Skills
6 5 (22.73%) Data Flow Diagram
6 5 (22.73%) Oracle SOA Suite
6 5 (22.73%) Data Structures
7 4 (18.18%) Agile Software Development
7 4 (18.18%) Data Analysis
7 4 (18.18%) SQL Server 2008

Data Modelling
Top Related IT Skills in Bedfordshire 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 5 (22.73%) Oracle SOA Suite
Applications
1 5 (22.73%) MS Excel
Business Applications
1 5 (22.73%) Oracle EBS
2 3 (13.64%) Dynamics CRM
3 1 (4.55%) SAP CRM
3 1 (4.55%) SAP ERP
Cloud Services
1 7 (31.82%) SaaS
Database & Business Intelligence
1 8 (36.36%) SQL Server
2 7 (31.82%) SQL Server Analysis Services
2 7 (31.82%) SQL Server Integration Services
2 7 (31.82%) SQL Server Reporting Services
3 6 (27.27%) Power BI
4 5 (22.73%) QlikView
5 4 (18.18%) Data Warehouse
5 4 (18.18%) SQL Server 2008
6 1 (4.55%) MS Access
Development Applications
1 2 (9.09%) Appium
1 2 (9.09%) NUnit
1 2 (9.09%) Selenium
1 2 (9.09%) SoapUI
1 2 (9.09%) SpecFlow
General
1 2 (9.09%) Advertising
Job Titles
1 10 (45.45%) Analyst
2 6 (27.27%) Business Intelligence Analyst
3 5 (22.73%) Architect
3 5 (22.73%) Integration Architect
4 3 (13.64%) Business Systems Analyst
4 3 (13.64%) CRM Architect
4 3 (13.64%) CRM Developer
4 3 (13.64%) Developer
4 3 (13.64%) ERP Architect
4 3 (13.64%) SOA Architect
4 3 (13.64%) Systems Analyst
5 2 (9.09%) Report Analyst
5 2 (9.09%) SQL Analyst
6 1 (4.55%) Consultant
6 1 (4.55%) CRM Consultant
6 1 (4.55%) Functional Consultant
6 1 (4.55%) SAP Consultant
6 1 (4.55%) SAP CRM Consultant
6 1 (4.55%) SAP CRM Functional Consultant
6 1 (4.55%) Systems Support Analyst
Libraries, Frameworks & Software Standards
1 2 (9.09%) .NET
1 2 (9.09%) ASP.NET
1 2 (9.09%) Gherkin
1 2 (9.09%) jQuery
2 1 (4.55%) Middleware
2 1 (4.55%) SAP Fiori
Miscellaneous
1 5 (22.73%) Analytical Skills
1 5 (22.73%) Data Structures
2 2 (9.09%) Enterprise Software
2 2 (9.09%) Mobile App
3 1 (4.55%) Foreign Exchange (FX)
Processes & Methodologies
1 12 (54.55%) Business Intelligence
2 9 (40.91%) CRM
3 7 (31.82%) ETL
4 6 (27.27%) ERP
5 5 (22.73%) Data Flow Diagram
5 5 (22.73%) Dimensional Modelling
5 5 (22.73%) GAP Analysis
5 5 (22.73%) OO
5 5 (22.73%) SOA
5 5 (22.73%) TOGAF
6 4 (18.18%) Agile Software Development
6 4 (18.18%) Data Analysis
7 3 (13.64%) User Stories
7 3 (13.64%) Wireframes
8 2 (9.09%) Agile Testing
8 2 (9.09%) BDD
8 2 (9.09%) Business Transformation
8 2 (9.09%) Continuous Delivery
8 2 (9.09%) Problem Management
8 2 (9.09%) Test Planning
Programming Languages
1 7 (31.82%) C#
1 7 (31.82%) SQL
2 5 (22.73%) JavaScript
3 2 (9.09%) T-SQL
4 1 (4.55%) ABAP
4 1 (4.55%) VBA
Quality Assurance & Compliance
1 2 (9.09%) QA
Vendors
1 6 (27.27%) Microsoft
2 5 (22.73%) Oracle
3 2 (9.09%) Xamarin
4 1 (4.55%) SAP
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