The following table provides summary statistics for contract job vacancies advertised in Glasgow 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 3 months to 26 June 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
Scotland / Glasgow
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 56 55 71
Rank change year-on-year -1 +16  
Contract jobs citing Entity Framework 7 17 3
As % of all contract IT jobs advertised in Glasgow 1.05% 2.43% 0.33%
As % of the Libraries, Frameworks & Software Standards category 2.55% 7.59% 1.32%
Number of daily rates quoted 6 15 2
Median daily rate £350 £350 £263
Median daily rate % change year-on-year - +33.33%  
90% offered a daily rate of more than £345 £312 £213
10% offered a daily rate of more than £379 £415 £313
UK excluding London median daily rate £350 £350 £325
% change year-on-year - +7.69%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £41.25 £24.00 -
% change year-on-year +71.87% -  

Entity Framework is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for industry standards, technical specifications and software library and framework skills.

Contract Software Library & Framework Skills
Glasgow
Contract job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 274 224 227
As % of all contract IT job vacancies advertised in Glasgow 41.20% 31.95% 25.19%
Number of daily rates quoted 164 151 94
Median daily rate £375 £350 £325
Median daily rate % change year-on-year +7.14% +7.69%  
90% offered a daily rate of more than £310 £275 £290
10% offered a daily rate of more than £425 £413 £403
UK excluding London median daily rate £400 £375 £350
% change year-on-year +6.66% +7.14%  
Number of hourly rates quoted 2 0 1
Median hourly rate £14.49 - £65.00
UK excluding London median hourly rate £42.50 £36.00 £40.00
% change year-on-year +18.05% -10.00%  

Entity Framework
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Entity Framework as a proportion of all contract or permanent IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for Entity Framework in Glasgow

Entity Framework
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Entity Framework in Glasgow

Entity Framework
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Entity Framework in Glasgow

For the 6 months to 26 June 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 Glasgow region with a requirement for Entity Framework.

1 16 (100.00%) .NET
1 16 (100.00%) .NET Framework
2 15 (93.75%) C#
3 14 (87.50%) ASP.NET
3 14 (87.50%) MVC
3 14 (87.50%) AngularJS
4 12 (75.00%) ASP.NET MVC
5 11 (68.75%) TypeScript
6 10 (62.50%) Web Development
6 10 (62.50%) Agile Software Development
6 10 (62.50%) Microsoft
7 9 (56.25%) Microsoft Azure
8 6 (37.50%) JavaScript
8 6 (37.50%) PaaS
9 5 (31.25%) SQL Server
10 4 (25.00%) HTML
10 4 (25.00%) CSS
10 4 (25.00%) Web Services
10 4 (25.00%) HTML5
10 4 (25.00%) CSS3
11 3 (18.75%) RESTful
11 3 (18.75%) LINQ
11 3 (18.75%) Twitter Bootstrap
11 3 (18.75%) SQL Server 2014
11 3 (18.75%) Code First Entity Framework
11 3 (18.75%) OOP
11 3 (18.75%) OO
11 3 (18.75%) jQuery
11 3 (18.75%) JSON
12 2 (12.50%) Visual Studio

Entity Framework
Co-occurring IT Skills in Glasgow 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 9 (56.25%) Microsoft Azure
2 6 (37.50%) PaaS
3 1 (6.25%) GitHub
Database & Business Intelligence
1 5 (31.25%) SQL Server
2 3 (18.75%) SQL Server 2014
3 1 (6.25%) SQL Server 2012
Development Applications
1 2 (12.50%) Visual Studio
2 1 (6.25%) JIRA
2 1 (6.25%) Team Foundation Server
2 1 (6.25%) TeamCity
2 1 (6.25%) YouTrack
General
1 1 (6.25%) Banking
1 1 (6.25%) Finance
Job Titles
1 15 (93.75%) Developer
2 10 (62.50%) .NET Developer
2 10 (62.50%) C# Developer
3 9 (56.25%) C# .NET Developer
3 9 (56.25%) Web Developer
4 8 (50.00%) ASP.NET Developer
4 8 (50.00%) C# ASP.NET Developer
5 6 (37.50%) .NET Web Developer
5 6 (37.50%) C# Web Developer
6 5 (31.25%) Angular Developer
7 2 (12.50%) ASP.NET MVC Developer
7 2 (12.50%) Azure Developer
8 1 (6.25%) Full Stack Developer
8 1 (6.25%) Senior Developer
8 1 (6.25%) Senior Web Developer
Libraries, Frameworks & Software Standards
1 16 (100.00%) .NET
1 16 (100.00%) .NET Framework
2 14 (87.50%) AngularJS
2 14 (87.50%) ASP.NET
3 12 (75.00%) ASP.NET MVC
4 4 (25.00%) CSS
4 4 (25.00%) CSS3
4 4 (25.00%) HTML
4 4 (25.00%) HTML5
4 4 (25.00%) Web Services
5 3 (18.75%) Code First Entity Framework
5 3 (18.75%) jQuery
5 3 (18.75%) JSON
5 3 (18.75%) LINQ
5 3 (18.75%) RESTful
5 3 (18.75%) Twitter Bootstrap
6 2 (12.50%) Kendo UI
7 1 (6.25%) ASP.NET MVC 4
7 1 (6.25%) ASP.NET MVC 5
7 1 (6.25%) WCF
Miscellaneous
1 1 (6.25%) Greenfield Project
Processes & Methodologies
1 14 (87.50%) MVC
2 10 (62.50%) Agile Software Development
2 10 (62.50%) Web Development
3 3 (18.75%) OO
3 3 (18.75%) OOP
4 1 (6.25%) Continuous Integration
4 1 (6.25%) Front End Development
4 1 (6.25%) Mentoring
4 1 (6.25%) Scrum
4 1 (6.25%) Software Engineering
4 1 (6.25%) TDD
Programming Languages
1 15 (93.75%) C#
2 11 (68.75%) TypeScript
3 6 (37.50%) JavaScript
4 1 (6.25%) VB.NET
Vendors
1 10 (62.50%) Microsoft
2 1 (6.25%) Telerik
2 1 (6.25%) Twitter