The following table provides summary statistics for contract job vacancies advertised in Bedford with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
Bedfordshire / Bedford
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 10 - 11
Rank change year-on-year - 0  
Contract jobs citing Data Modelling 1 0 2
As % of all contract IT jobs advertised in Bedford 2.78% - 5.13%
As % of the Processes & Methodologies category 3.23% - 6.90%
Number of daily rates quoted 1 0 2
Median daily rate £310 - £320
UK excluding London median daily rate £425 £450 £425
% change year-on-year -5.55% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

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 contract job vacancies advertised in Bedford with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Bedford
Contract job vacancies with a requirement for process and methodology skills 31 27 29
As % of all contract IT job vacancies advertised in Bedford 86.11% 77.14% 74.36%
Number of daily rates quoted 20 21 18
Median daily rate £310 £400 £370
Median daily rate % change year-on-year -22.50% +8.10%  
90% offered a daily rate of more than £275 £328 £300
10% offered a daily rate of more than £450 £544 £638
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 1 2 3
Median hourly rate £18.00 £14.00 £40.00
Median hourly rate % change year-on-year +28.57% -65.00%  
UK excluding London median hourly rate £35.75 £38.50 £30.00
% change year-on-year -7.14% +28.33%  

Data Modelling
Job Vacancy Trend in Bedford

The job posting trend of jobs advertised in Bedford citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Bedford

Data Modelling
Contractor Daily Rate Trend in Bedford

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in Bedford.

Contractor daily rate trend for Data Modelling in Bedford

For the 6 months to 29 March 2017, IT contractor 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 contract ads across the Bedford region with a requirement for Data Modelling.

1 2 (100.00%) SQL
2 1 (50.00%) OO
2 1 (50.00%) Data Warehouse
2 1 (50.00%) ETL
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Microsoft
2 1 (50.00%) Finance
2 1 (50.00%) Validation
2 1 (50.00%) Agile Software Development
2 1 (50.00%) NUnit
2 1 (50.00%) SQL Server Reporting Services
2 1 (50.00%) Software Engineering
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) Selenium
2 1 (50.00%) QlikView
2 1 (50.00%) Data Protection
2 1 (50.00%) Data Cleansing
2 1 (50.00%) Data Validation
2 1 (50.00%) Test Automation
2 1 (50.00%) BDD
2 1 (50.00%) SoapUI
2 1 (50.00%) Data Quality
2 1 (50.00%) SpecFlow
2 1 (50.00%) Gherkin
2 1 (50.00%) Agile Testing
2 1 (50.00%) Data Transformation
2 1 (50.00%) User Experience
2 1 (50.00%) Continuous Delivery
2 1 (50.00%) API Testing
2 1 (50.00%) Exploratory Testing

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:

Database & Business Intelligence
1 1 (50.00%) Data Warehouse
1 1 (50.00%) QlikView
1 1 (50.00%) SQL Server Integration Services
1 1 (50.00%) SQL Server Reporting Services
Development Applications
1 1 (50.00%) NUnit
1 1 (50.00%) Selenium
1 1 (50.00%) SoapUI
1 1 (50.00%) SpecFlow
General
1 1 (50.00%) Finance
Job Titles
1 1 (50.00%) Automation Tester
1 1 (50.00%) Developer
1 1 (50.00%) QlikView Developer
1 1 (50.00%) Tester
Libraries, Frameworks & Software Standards
1 1 (50.00%) Gherkin
Miscellaneous
1 1 (50.00%) User Experience
Processes & Methodologies
1 1 (50.00%) Agile Software Development
1 1 (50.00%) Agile Testing
1 1 (50.00%) API Testing
1 1 (50.00%) BDD
1 1 (50.00%) Business Intelligence
1 1 (50.00%) Continuous Delivery
1 1 (50.00%) Customer Requirements
1 1 (50.00%) Data Cleansing
1 1 (50.00%) Data Protection
1 1 (50.00%) Data Transformation
1 1 (50.00%) Data Validation
1 1 (50.00%) ETL
1 1 (50.00%) Exploratory Testing
1 1 (50.00%) OO
1 1 (50.00%) Scorecard
1 1 (50.00%) Software Engineering
1 1 (50.00%) Test Automation
1 1 (50.00%) Validation
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) C#
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
Vendors
1 1 (50.00%) Microsoft