The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire 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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Modelling
East of England / Bedfordshire
Rank 48 74 69
Rank change year-on-year +26 -5  
Permanent jobs citing Data Modelling 17 15 24
As % of all permanent IT jobs advertised in Bedfordshire 2.64% 1.85% 2.16%
As % of the Processes & Methodologies category 2.95% 1.99% 2.45%
Number of salaries quoted 7 11 22
Median salary £40,000 £60,000 £47,500
Median salary % change year-on-year -33.33% +26.31%  
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 Bedfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Bedfordshire
Permanent job vacancies with a requirement for process and methodology skills 577 754 979
As % of all permanent IT job vacancies advertised in Bedfordshire 89.46% 93.20% 87.96%
Number of salaries quoted 430 610 735
Median salary £47,500 £50,000 £45,500
Median salary % change year-on-year -5.00% +9.89%  
90% offered a salary of more than £30,000 £37,500 £32,450
10% offered a salary of more than £67,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Bedfordshire

The job posting trend of jobs advertised in Bedfordshire 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 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 in Bedfordshire.

Salary trend for Data Modelling in Bedfordshire

Data Modelling
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Data Modelling in Bedfordshire over the 3 months to 25 March 2017.

Salary histogram for Data Modelling 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 25 March 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 +10 7 £40,000 -4.19% 1
Luton +1 5 - -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 25 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 Bedfordshire region with a requirement for Data Modelling.

1 12 (44.44%) Business Intelligence
2 10 (37.04%) MS Excel
3 9 (33.33%) SQL
3 9 (33.33%) SQL Server
3 9 (33.33%) Analytical Skills
4 8 (29.63%) C#
4 8 (29.63%) CRM
4 8 (29.63%) Microsoft
4 8 (29.63%) SQL Server Integration Services
5 7 (25.93%) ETL
5 7 (25.93%) SQL Server Reporting Services
5 7 (25.93%) SQL Server Analysis Services
5 7 (25.93%) SaaS
6 6 (22.22%) QlikView
6 6 (22.22%) Power BI
6 6 (22.22%) ERP
6 6 (22.22%) JavaScript
7 5 (18.52%) Oracle
7 5 (18.52%) SOA
7 5 (18.52%) GAP Analysis
7 5 (18.52%) Oracle EBS
7 5 (18.52%) TOGAF
7 5 (18.52%) Agile Software Development
7 5 (18.52%) Data Flow Diagram
7 5 (18.52%) IT Strategy
7 5 (18.52%) Dimensional Modelling
7 5 (18.52%) Oracle SOA Suite
7 5 (18.52%) Data Structures
8 4 (14.81%) jQuery
8 4 (14.81%) 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 (18.52%) Oracle SOA Suite
Applications
1 10 (37.04%) MS Excel
2 1 (3.70%) MS Office
2 1 (3.70%) MS PowerPoint
Business Applications
1 5 (18.52%) Oracle EBS
2 2 (7.41%) Dynamics CRM
3 1 (3.70%) SAP CRM
3 1 (3.70%) SAP ERP
Cloud Services
1 7 (25.93%) SaaS
Communications & Networking
1 1 (3.70%) Internet
Database & Business Intelligence
1 9 (33.33%) SQL Server
2 8 (29.63%) SQL Server Integration Services
3 7 (25.93%) SQL Server Analysis Services
3 7 (25.93%) SQL Server Reporting Services
4 6 (22.22%) Power BI
4 6 (22.22%) QlikView
5 4 (14.81%) Data Warehouse
5 4 (14.81%) MS Access
5 4 (14.81%) SQL Server 2008
Development Applications
1 2 (7.41%) Appium
1 2 (7.41%) NUnit
1 2 (7.41%) Selenium
1 2 (7.41%) SoapUI
1 2 (7.41%) SpecFlow
2 1 (3.70%) SQL Server Management Studio (SSMS)
General
1 2 (7.41%) Advertising
2 1 (3.70%) Finance
Job Titles
1 16 (59.26%) Analyst
2 6 (22.22%) Business Intelligence Analyst
3 5 (18.52%) Architect
3 5 (18.52%) Business Systems Analyst
3 5 (18.52%) Integration Architect
3 5 (18.52%) Systems Analyst
4 4 (14.81%) Commercial Analyst
4 4 (14.81%) Systems Support Analyst
5 3 (11.11%) CRM Architect
5 3 (11.11%) Developer
5 3 (11.11%) ERP Architect
5 3 (11.11%) SOA Architect
5 3 (11.11%) SQL Analyst
6 2 (7.41%) CRM Developer
6 2 (7.41%) Report Analyst
6 2 (7.41%) Web Analyst
6 2 (7.41%) Web Applications Analyst
7 1 (3.70%) SAP CRM Functional Consultant
7 1 (3.70%) Senior Information Analyst
7 1 (3.70%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 4 (14.81%) .NET
1 4 (14.81%) ASP.NET
1 4 (14.81%) jQuery
2 2 (7.41%) Gherkin
3 1 (3.70%) Middleware
3 1 (3.70%) SAP Fiori
Miscellaneous
1 9 (33.33%) Analytical Skills
2 5 (18.52%) Data Structures
3 4 (14.81%) Foreign Exchange (FX)
4 2 (7.41%) Enterprise Software
4 2 (7.41%) Mobile App
5 1 (3.70%) NHS
Operating Systems
1 1 (3.70%) Windows
1 1 (3.70%) Windows Server 2008
Processes & Methodologies
1 12 (44.44%) Business Intelligence
2 8 (29.63%) CRM
3 7 (25.93%) ETL
4 6 (22.22%) ERP
5 5 (18.52%) Agile Software Development
5 5 (18.52%) Data Flow Diagram
5 5 (18.52%) Dimensional Modelling
5 5 (18.52%) GAP Analysis
5 5 (18.52%) IT Strategy
5 5 (18.52%) SOA
5 5 (18.52%) TOGAF
6 4 (14.81%) Business Development
6 4 (14.81%) Data Analysis
6 4 (14.81%) Domain Models
6 4 (14.81%) Mathematics
6 4 (14.81%) OO
7 3 (11.11%) System Testing
7 3 (11.11%) User Stories
7 3 (11.11%) Wireframes
8 2 (7.41%) Test Planning
Programming Languages
1 9 (33.33%) SQL
2 8 (29.63%) C#
3 6 (22.22%) JavaScript
4 4 (14.81%) VBA
5 3 (11.11%) T-SQL
6 1 (3.70%) ABAP
Qualifications
1 1 (3.70%) Degree
Quality Assurance & Compliance
1 2 (7.41%) QA
Vendors
1 8 (29.63%) Microsoft
2 5 (18.52%) Oracle
3 2 (7.41%) Xamarin
4 1 (3.70%) SAP
Bedford
Hays Specialist Recruitment Ltd
Salary: £45000.00 per annum
Posted: 10 days ago