Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Entity Framework skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Entity Framework over the 6 months to 18 November 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.

Microsoft ADO.NET Entity Framework
East of England > Cambridgeshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 90 76 99
Rank change year-on-year -14 +23 -10
Contract jobs citing Entity Framework 6 8 12
As % of all contract IT jobs advertised in Cambridgeshire 0.43% 0.70% 0.75%
As % of the Libraries, Frameworks & Software Standards category 1.41% 2.08% 2.04%
Number of daily rates quoted 2 4 6
Cambridgeshire median daily rate £350 £350 £306
Median daily rate % change year-on-year - +14.29% -14.93%
10th Percentile £319 £285 £263
90th Percentile £371 £419 £356
East of England median daily rate £331 £350 £338
% change year-on-year -5.36% +3.70% -3.57%
Number of hourly rates quoted 0 1 2
Cambridgeshire median hourly rate - £42.50 £43.75
Median hourly rate % change year-on-year - -2.86% -
East of England median hourly rate - £42.50 £43.75
% change year-on-year - -2.86% -

Entity Framework is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Cambridgeshire
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 427 385 587
As % of all contract IT jobs advertised in Cambridgeshire 30.31% 33.92% 36.83%
Number of daily rates quoted 210 193 369
Cambridgeshire median daily rate £375 £375 £380
Median daily rate % change year-on-year - -1.32% +7.04%
10th Percentile £285 £255 £263
90th Percentile £501 £550 £488
East of England median daily rate £425 £400 £383
% change year-on-year +6.25% +4.58% +2.00%
Number of hourly rates quoted 14 12 20
Cambridgeshire median hourly rate £45.00 £40.50 £44.38
Median hourly rate % change year-on-year +11.11% -8.73% +1.43%
10th Percentile £20.41 £15.75 £9.25
90th Percentile £93.25 £47.43 £59.00
East of England median hourly rate £42.75 £36.00 £37.50
% change year-on-year +18.75% -4.00% +7.91%

Entity Framework
Job Vacancy Trend in Cambridgeshire

Job postings citing Entity Framework as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Entity Framework in Cambridgeshire

Entity Framework
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Entity Framework in Cambridgeshire.

Contractor daily rate trend for Entity Framework in Cambridgeshire

Entity Framework
Contractor Hourly Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Entity Framework in Cambridgeshire.

Contractor hourly rate trend for Entity Framework in Cambridgeshire

Entity Framework
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Entity Framework within the Cambridgeshire region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -8 3 £375 +31.58% 1
Peterborough -13 1 £325 -23.53% 3
Entity Framework
East of England

For the 6 months to 18 November 2017, IT contractor jobs citing Entity Framework 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 Cambridgeshire region with a requirement for Entity Framework.

1 6 (100.00%) C#
2 5 (83.33%) .NET
2 5 (83.33%) .NET Framework
3 4 (66.67%) MVC
3 4 (66.67%) Agile Software Development
3 4 (66.67%) TDD
4 3 (50.00%) jQuery
4 3 (50.00%) CSS
4 3 (50.00%) HTML
4 3 (50.00%) Test Automation
5 2 (33.33%) JSON
5 2 (33.33%) SQL
5 2 (33.33%) Git (software)
5 2 (33.33%) Microsoft Azure
5 2 (33.33%) Dependency Injection
5 2 (33.33%) MVVM
5 2 (33.33%) BDD
5 2 (33.33%) REST
5 2 (33.33%) SOLID
5 2 (33.33%) ASP.NET Web API
5 2 (33.33%) OO
5 2 (33.33%) E-Commerce
5 2 (33.33%) Manual Testing
5 2 (33.33%) NUnit
5 2 (33.33%) OOP
6 1 (16.67%) OOA/OOD
6 1 (16.67%) Migration
6 1 (16.67%) CMS
6 1 (16.67%) Scrum
6 1 (16.67%) Content Management

Entity Framework
Co-occurring IT Skills in Cambridgeshire 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 1 (16.67%) CMS
Cloud Services
1 2 (33.33%) Microsoft Azure
2 1 (16.67%) Amazon AWS
2 1 (16.67%) Amazon CloudSearch
2 1 (16.67%) Amazon S3
Development Applications
1 2 (33.33%) Git (software)
1 2 (33.33%) NUnit
2 1 (16.67%) WebDriver
Job Titles
1 3 (50.00%) Developer
2 2 (33.33%) .NET Developer
2 2 (33.33%) Analyst
2 2 (33.33%) Digital Analyst
2 2 (33.33%) Test Analyst
3 1 (16.67%) Agile Test Analyst
3 1 (16.67%) Applications Developer
3 1 (16.67%) ASP.NET MVC Developer
3 1 (16.67%) Automation Test Analyst
3 1 (16.67%) Manual Test Analyst
3 1 (16.67%) Senior .NET Developer
3 1 (16.67%) Senior Developer
Libraries, Frameworks & Software Standards
1 5 (83.33%) .NET
1 5 (83.33%) .NET Framework
2 3 (50.00%) CSS
2 3 (50.00%) HTML
2 3 (50.00%) jQuery
3 2 (33.33%) ASP.NET Web API
3 2 (33.33%) JSON
3 2 (33.33%) REST
4 1 (16.67%) .NET Core
4 1 (16.67%) AngularJS
4 1 (16.67%) ASP.NET
4 1 (16.67%) ASP.NET MVC
4 1 (16.67%) ASP.NET Web Forms
4 1 (16.67%) Fluent NHibernate
4 1 (16.67%) OAuth
4 1 (16.67%) OAuth2
4 1 (16.67%) OpenID
4 1 (16.67%) SAML
4 1 (16.67%) SOAP
4 1 (16.67%) WPF
Operating Systems
1 1 (16.67%) Windows
Processes & Methodologies
1 4 (66.67%) Agile Software Development
1 4 (66.67%) MVC
1 4 (66.67%) TDD
2 3 (50.00%) Test Automation
3 2 (33.33%) BDD
3 2 (33.33%) Dependency Injection
3 2 (33.33%) E-Commerce
3 2 (33.33%) Manual Testing
3 2 (33.33%) MVVM
3 2 (33.33%) OO
3 2 (33.33%) OOP
3 2 (33.33%) SOLID
4 1 (16.67%) Content Management
4 1 (16.67%) Identity Management
4 1 (16.67%) Microservices
4 1 (16.67%) Migration
4 1 (16.67%) OOA/OOD
4 1 (16.67%) Password Management
4 1 (16.67%) Scrum
4 1 (16.67%) SOA
Programming Languages
1 6 (100.00%) C#
2 2 (33.33%) SQL
3 1 (16.67%) C++
3 1 (16.67%) Delphi
3 1 (16.67%) JavaScript
3 1 (16.67%) PL/SQL
Qualifications
1 1 (16.67%) DV Cleared
1 1 (16.67%) Security Cleared