Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bedford 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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Bedfordshire > Bedford
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 36 41 64
Rank change year-on-year +5 +23 +11
Permanent jobs citing Data Modelling 6 17 10
As % of all permanent IT jobs advertised in Bedford 2.34% 4.83% 1.87%
As % of the Processes & Methodologies category 2.68% 5.28% 1.99%
Number of salaries quoted 5 28 10
Bedford median annual salary £47,500 £40,000 £45,000
Median salary % change year-on-year +18.75% -11.11% +5.88%
10th Percentile £42,500 £37,125 £41,250
90th Percentile £60,150 £42,500 £55,125
Bedfordshire median annual salary £67,500 £40,000 £51,250
% change year-on-year +68.75% -21.95% +13.89%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bedford with a requirement for process or methodology skills.

All Process and Methodology Skills
Bedford
Permanent vacancies with a requirement for process or methodology skills 224 322 503
As % of all permanent IT jobs advertised in Bedford 87.50% 91.48% 94.02%
Number of salaries quoted 194 285 465
Bedford median annual salary £43,750 £40,000 £45,000
Median salary % change year-on-year +9.38% -11.11% -
10th Percentile £26,250 £27,500 £28,000
90th Percentile £64,625 £57,500 £60,250
Bedfordshire median annual salary £49,000 £50,000 £47,500
% change year-on-year -2.00% +5.26% +5.56%

Data Modelling
Job Vacancy Trend in Bedford

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Bedford.

Job vacancy trend for Data Modelling 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 in Bedford.

Salary trend for Data Modelling in Bedford

Data Modelling
Salary Histogram in Bedford

The salary distribution of IT jobs citing Data Modelling in Bedford over the 6 months to 23 November 2017.

Salary histogram for Data Modelling in Bedford

For the 6 months to 23 November 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 5 (83.33%) Microsoft
2 3 (50.00%) Scrum
2 3 (50.00%) Agile Software Development
2 3 (50.00%) Wireframes
3 2 (33.33%) Greenfield Project
3 2 (33.33%) Systems Analysis
3 2 (33.33%) Business Analysis
3 2 (33.33%) SQL Server Integration Services
3 2 (33.33%) jQuery
3 2 (33.33%) System Testing
3 2 (33.33%) SaaS
3 2 (33.33%) Information Architecture
3 2 (33.33%) User Stories
3 2 (33.33%) Analytical Skills
3 2 (33.33%) C#
3 2 (33.33%) JavaScript
3 2 (33.33%) SQL
3 2 (33.33%) .NET
3 2 (33.33%) SQL Server
3 2 (33.33%) ASP.NET
3 2 (33.33%) Data Warehouse
3 2 (33.33%) ETL
3 2 (33.33%) Business Intelligence
4 1 (16.67%) Logical Data Model
4 1 (16.67%) Data Transformation
4 1 (16.67%) Mentoring
4 1 (16.67%) Data Protection
4 1 (16.67%) Data Architecture

Data Modelling
Co-occurring 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:

Cloud Services
1 2 (33.33%) SaaS
Database & Business Intelligence
1 2 (33.33%) Data Warehouse
1 2 (33.33%) SQL Server
1 2 (33.33%) SQL Server Integration Services
Job Titles
1 4 (66.67%) Analyst
2 3 (50.00%) Business Systems Analyst
2 3 (50.00%) Systems Analyst
3 2 (33.33%) Architect
4 1 (16.67%) Business Analyst
4 1 (16.67%) Data Analyst
4 1 (16.67%) Data Architect
4 1 (16.67%) Data Business Analyst
4 1 (16.67%) Database Architect
4 1 (16.67%) ETL Architect
4 1 (16.67%) Product Analyst
4 1 (16.67%) Product Business Analyst
Libraries, Frameworks & Software Standards
1 2 (33.33%) .NET
1 2 (33.33%) ASP.NET
1 2 (33.33%) jQuery
Miscellaneous
1 2 (33.33%) Analytical Skills
1 2 (33.33%) Greenfield Project
Processes & Methodologies
1 3 (50.00%) Agile Software Development
1 3 (50.00%) Scrum
1 3 (50.00%) Wireframes
2 2 (33.33%) Business Analysis
2 2 (33.33%) Business Intelligence
2 2 (33.33%) ETL
2 2 (33.33%) Information Architecture
2 2 (33.33%) System Testing
2 2 (33.33%) Systems Analysis
2 2 (33.33%) User Stories
3 1 (16.67%) Data Architecture
3 1 (16.67%) Data Protection
3 1 (16.67%) Data Transformation
3 1 (16.67%) Logical Data Model
3 1 (16.67%) Mentoring
Programming Languages
1 2 (33.33%) C#
1 2 (33.33%) JavaScript
1 2 (33.33%) SQL
Vendors
1 5 (83.33%) Microsoft