Period
to 22 August 2019

The following table provides summary statistics for contract job vacancies advertised in Buckinghamshire 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 22 August 2019 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
South East > Buckinghamshire
6 months to
22 Aug 2019
Same period 2018 Same period 2017
Rank 89 112 137
Rank change year-on-year +23 +25 -40
Contract jobs citing Entity Framework 14 12 4
As % of all contract IT jobs advertised in Buckinghamshire 0.94% 0.63% 0.18%
As % of the Libraries, Frameworks & Software Standards category 3.18% 1.91% 0.57%
Number of daily rates quoted 11 11 3
Buckinghamshire median daily rate £325 £413 £318
Median daily rate % change year-on-year -21.21% +29.92% +4.96%
10th Percentile £289 £325 £302
90th Percentile £556 £556 £369
South East median daily rate £400 £413 £350
% change year-on-year -3.03% +17.86% -
Number of hourly rates quoted 0 0 0
Buckinghamshire median hourly rate - - -
South East median hourly rate - - -

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 Buckinghamshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Buckinghamshire
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 440 629 704
As % of all contract IT jobs advertised in Buckinghamshire 29.67% 33.09% 31.90%
Number of daily rates quoted 235 354 270
Buckinghamshire median daily rate £430 £425 £390
Median daily rate % change year-on-year +1.18% +8.97% +4.00%
10th Percentile £300 £325 £310
90th Percentile £588 £575 £526
South East median daily rate £450 £425 £410
% change year-on-year +5.88% +3.66% +2.50%
Number of hourly rates quoted 9 5 5
Buckinghamshire median hourly rate £24.00 £42.50 £29.00
Median hourly rate % change year-on-year -43.53% +46.55% -20.55%
10th Percentile £10.60 £41.10 £18.30
90th Percentile £36.53 £54.00 £71.50
South East median hourly rate £49.75 £42.50 £42.50
% change year-on-year +17.06% - +6.25%

Entity Framework
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Entity Framework in Buckinghamshire

Entity Framework
Contractor Daily Rate Trend in Buckinghamshire

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

Contractor daily rate trend for Entity Framework in Buckinghamshire

Entity Framework
Contractor Daily Rate Histogram in Buckinghamshire

The daily rate distribution of IT jobs citing Entity Framework in Buckinghamshire over the 6 months to 22 August 2019.

Contractor daily rate histogram for Entity Framework in Buckinghamshire

Entity Framework
Contract Job Locations in Buckinghamshire

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 Buckinghamshire region over the 6 months to 22 August 2019. 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
Milton Keynes +16 6 £538 +26.10% 7
Marlow - 5 £293 - 1
High Wycombe -5 1 £325 -14.75% 4
Entity Framework
South East

For the 6 months to 22 August 2019, IT contractor jobs citing Entity Framework also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Buckinghamshire region with a requirement for Entity Framework.

1 13 (92.86%) C#
1 13 (92.86%) .NET
1 13 (92.86%) .NET Framework
2 11 (78.57%) AngularJS
2 11 (78.57%) Agile Software Development
3 9 (64.29%) ASP.NET Web API
4 8 (57.14%) MVC
4 8 (57.14%) SQL Server
5 7 (50.00%) ASP.NET
5 7 (50.00%) Web Development
6 6 (42.86%) SQL Server 2008
6 6 (42.86%) ASP.NET MVC
6 6 (42.86%) SQL
6 6 (42.86%) SQL Server 2016
7 5 (35.71%) ASP.NET MVC 5
7 5 (35.71%) T-SQL
7 5 (35.71%) Visual Studio
7 5 (35.71%) RESTful
7 5 (35.71%) ASP.NET MVC 4
8 4 (28.57%) SOLID
8 4 (28.57%) Microservices
8 4 (28.57%) DevOps
8 4 (28.57%) HTML
8 4 (28.57%) Azure
9 3 (21.43%) .NET Core
9 3 (21.43%) CSS
9 3 (21.43%) TDD
9 3 (21.43%) CMS
9 3 (21.43%) Mentoring
9 3 (21.43%) BDD

Entity Framework
Co-occurring IT Skills in Buckinghamshire 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 3 (21.43%) CMS
2 1 (7.14%) Elasticsearch
Cloud Services
1 4 (28.57%) Azure
2 1 (7.14%) GitHub
Database & Business Intelligence
1 8 (57.14%) SQL Server
2 6 (42.86%) SQL Server 2008
2 6 (42.86%) SQL Server 2016
3 1 (7.14%) Redis
3 1 (7.14%) SQL Server Integration Services
3 1 (7.14%) SQL Server Reporting Services
Development Applications
1 5 (35.71%) Visual Studio
2 3 (21.43%) Visual Studio Team System
3 2 (14.29%) Team Foundation Server
4 1 (7.14%) Git (software)
4 1 (7.14%) Mercurial
4 1 (7.14%) Octopus Deploy
4 1 (7.14%) Subversion
4 1 (7.14%) TeamCity
General
1 1 (7.14%) Finance
Job Titles
1 11 (78.57%) Developer
2 8 (57.14%) .NET Developer
3 6 (42.86%) C# Developer
4 5 (35.71%) Angular Developer
4 5 (35.71%) ASP.NET MVC Developer
4 5 (35.71%) C# .NET Developer
5 4 (28.57%) Web Developer
6 3 (21.43%) .NET Development Team Leader
6 3 (21.43%) .NET Team Leader
6 3 (21.43%) Azure DevOps
6 3 (21.43%) Development Team Leader
6 3 (21.43%) Lead DevOps
6 3 (21.43%) Team Leader
7 2 (14.29%) .NET Web Developer
8 1 (7.14%) C# Web Developer
8 1 (7.14%) Full Stack Developer
8 1 (7.14%) HTML Developer
8 1 (7.14%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 13 (92.86%) .NET
1 13 (92.86%) .NET Framework
2 11 (78.57%) AngularJS
3 9 (64.29%) ASP.NET Web API
4 7 (50.00%) ASP.NET
5 6 (42.86%) ASP.NET MVC
6 5 (35.71%) ASP.NET MVC 4
6 5 (35.71%) ASP.NET MVC 5
6 5 (35.71%) RESTful
7 4 (28.57%) HTML
8 3 (21.43%) .NET Core
8 3 (21.43%) CSS
9 2 (14.29%) jQuery
9 2 (14.29%) NHibernate
9 2 (14.29%) Twitter Bootstrap
10 1 (7.14%) Ajax
10 1 (7.14%) JSON
10 1 (7.14%) LINQ
10 1 (7.14%) WCF
10 1 (7.14%) WPF
Miscellaneous
1 1 (7.14%) Analytical Skills
1 1 (7.14%) Enterprise Software
Operating Systems
1 1 (7.14%) Windows
Processes & Methodologies
1 11 (78.57%) Agile Software Development
2 8 (57.14%) MVC
3 7 (50.00%) Web Development
4 4 (28.57%) DevOps
4 4 (28.57%) Microservices
4 4 (28.57%) SOLID
5 3 (21.43%) BDD
5 3 (21.43%) Mentoring
5 3 (21.43%) TDD
6 2 (14.29%) Scrum
7 1 (7.14%) CQRS
7 1 (7.14%) ITIL
7 1 (7.14%) Kanban
7 1 (7.14%) Problem-Solving
7 1 (7.14%) Time Management
7 1 (7.14%) Waterfall
Programming Languages
1 13 (92.86%) C#
2 6 (42.86%) SQL
3 5 (35.71%) T-SQL
4 2 (14.29%) JavaScript
Vendors
1 2 (14.29%) Microsoft
2 1 (7.14%) SAP