Period
to 6 June 2020

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 6 June 2020 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
6 Jun 2020
Same period 2019 Same period 2018
Rank 59 91 121
Rank change year-on-year +32 +30 -2
Contract jobs citing Entity Framework 10 15 8
As % of all contract jobs advertised in Buckinghamshire 1.29% 1.00% 0.38%
As % of the Libraries, Frameworks & Software Standards category 6.17% 3.28% 1.13%
Number of daily rates quoted 0 12 8
Median daily rate - £365 £400
Median daily rate % change year-on-year - -8.75% -
South East median daily rate £395 £425 £390
% change year-on-year -7.06% +8.97% +11.43%
Number of hourly rates quoted 0 0 0
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 162 458 711
As % of all contract IT jobs advertised in Buckinghamshire 20.90% 30.57% 34.20%
Number of daily rates quoted 87 250 396
Median daily rate £470 £450 £425
Median daily rate % change year-on-year +4.44% +5.88% +8.97%
10th Percentile £300 £306 £325
90th Percentile £538 £607 £550
South East median daily rate £450 £450 £425
% change year-on-year - +5.88% +5.59%
Number of hourly rates quoted 5 10 8
Median hourly rate £32.50 £34.00 £44.25
Median hourly rate % change year-on-year -4.41% -23.16% +105.81%
10th Percentile £18.36 £20.19 £36.25
90th Percentile £53.60 £46.75 £51.38
Median hourly rate £44.75 £48.00 £43.00
% change year-on-year -6.77% +11.63% -

Entity Framework
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Entity Framework in Buckinghamshire

Entity Framework
Contractor Daily Rate Trend in Buckinghamshire

3-month moving average daily rate quoted in jobs citing Entity Framework in Buckinghamshire.

Daily rate trend 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 6 June 2020. 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 +32 8 - -
Marlow +3 2 - -
Entity Framework
South East

For the 6 months to 6 June 2020, 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 10 (100.00%) C#
1 10 (100.00%) .NET
1 10 (100.00%) .NET Framework
2 9 (90.00%) MVC
3 8 (80.00%) LINQ
3 8 (80.00%) Scrum
4 7 (70.00%) Agile Software Development
4 7 (70.00%) SQL
4 7 (70.00%) HTML
4 7 (70.00%) SQL Server
4 7 (70.00%) CSS
5 6 (60.00%) ASP.NET
5 6 (60.00%) JavaScript
5 6 (60.00%) Microsoft
6 5 (50.00%) XML
6 5 (50.00%) Web Development
6 5 (50.00%) ASP.NET Web API
7 4 (40.00%) Virtual Environments
7 4 (40.00%) SQL Server 2008
7 4 (40.00%) Team Foundation Server
7 4 (40.00%) MCPD
7 4 (40.00%) Dynamics CRM
7 4 (40.00%) MCITP
7 4 (40.00%) jQuery
7 4 (40.00%) Data Migration
7 4 (40.00%) Migration
7 4 (40.00%) XSL
7 4 (40.00%) MCAD
7 4 (40.00%) CRM
7 4 (40.00%) SharePoint

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 4 (40.00%) IIS
1 4 (40.00%) SharePoint
2 2 (20.00%) CMS
2 2 (20.00%) Umbraco
Applications
1 4 (40.00%) Microsoft Office
Business Applications
1 4 (40.00%) Dynamics CRM
Cloud Services
1 1 (10.00%) AWS
1 1 (10.00%) Azure
Database & Business Intelligence
1 7 (70.00%) SQL Server
2 4 (40.00%) SQL Server 2008
Development Applications
1 4 (40.00%) Team Foundation Server
2 3 (30.00%) Git (software)
3 1 (10.00%) TeamCity
3 1 (10.00%) Visual Studio
3 1 (10.00%) Visual Studio Team System
General
1 3 (30.00%) Finance
2 1 (10.00%) Automotive
2 1 (10.00%) German Language
2 1 (10.00%) Retail
Job Titles
1 10 (100.00%) Developer
2 4 (40.00%) .NET Developer
3 2 (20.00%) C# Developer
3 2 (20.00%) CRM Developer
3 2 (20.00%) Dynamics CRM Developer
3 2 (20.00%) Umbraco Developer
3 2 (20.00%) Web Developer
4 1 (10.00%) .NET Web Developer
4 1 (10.00%) Applications Developer
4 1 (10.00%) ASP.NET Developer
4 1 (10.00%) ASP.NET MVC Developer
4 1 (10.00%) AWS Developer
4 1 (10.00%) C# .NET Developer
4 1 (10.00%) C# ASP.NET Developer
4 1 (10.00%) C# Web Developer
4 1 (10.00%) Senior .NET Developer
4 1 (10.00%) Senior Developer
4 1 (10.00%) SQL Developer
4 1 (10.00%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 10 (100.00%) .NET
1 10 (100.00%) .NET Framework
2 8 (80.00%) LINQ
3 7 (70.00%) CSS
3 7 (70.00%) HTML
4 6 (60.00%) ASP.NET
5 5 (50.00%) ASP.NET Web API
5 5 (50.00%) XML
6 4 (40.00%) jQuery
6 4 (40.00%) Web Services
6 4 (40.00%) XSL
7 2 (20.00%) ASP.NET MVC
7 2 (20.00%) OAuth
7 2 (20.00%) OAuth2
7 2 (20.00%) Sass
8 1 (10.00%) AngularJS
8 1 (10.00%) ASP.NET Web Forms
8 1 (10.00%) Fluent NHibernate
8 1 (10.00%) REST
8 1 (10.00%) WCF
Miscellaneous
1 2 (20.00%) e-Learning
2 1 (10.00%) CESG
Processes & Methodologies
1 9 (90.00%) MVC
2 8 (80.00%) Scrum
3 7 (70.00%) Agile Software Development
4 5 (50.00%) Web Development
5 4 (40.00%) CRM
5 4 (40.00%) Data Migration
5 4 (40.00%) Migration
5 4 (40.00%) Virtual Environments
6 3 (30.00%) OO
6 3 (30.00%) OOP
7 2 (20.00%) SOLID
7 2 (20.00%) TDD
8 1 (10.00%) B2C
8 1 (10.00%) Business Intelligence
8 1 (10.00%) Continuous Integration
8 1 (10.00%) Deployment Automation
8 1 (10.00%) Kanban
8 1 (10.00%) Software Engineering
8 1 (10.00%) Statistics
8 1 (10.00%) Web Design
Programming Languages
1 10 (100.00%) C#
2 7 (70.00%) SQL
3 6 (60.00%) JavaScript
4 4 (40.00%) T-SQL
5 1 (10.00%) PL/SQL
5 1 (10.00%) TypeScript
Qualifications
1 4 (40.00%) MCAD
1 4 (40.00%) MCITP
1 4 (40.00%) MCPD
1 4 (40.00%) Microsoft Certification
2 3 (30.00%) SC Cleared
2 3 (30.00%) Security Cleared
3 1 (10.00%) DV Cleared
3 1 (10.00%) MCP
System Software
1 1 (10.00%) Docker
Systems Management
1 1 (10.00%) Kubernetes
1 1 (10.00%) Terraform
Vendors
1 6 (60.00%) Microsoft
2 1 (10.00%) Oracle