Period
to 19 October 2019

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 6 months to 19 October 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
Scotland > Glasgow
6 months to
19 Oct 2019
Same period 2018 Same period 2017
Rank 100 96 97
Rank change year-on-year -4 +1 -23
Contract jobs citing Entity Framework 8 20 6
As % of all contract IT jobs advertised in Glasgow 0.57% 1.19% 0.45%
As % of the Libraries, Frameworks & Software Standards category 1.48% 3.62% 1.14%
Number of daily rates quoted 4 18 6
Glasgow median daily rate £383 £373 £355
Median daily rate % change year-on-year +2.68% +4.93% +7.17%
10th Percentile £358 £356 £335
90th Percentile £460 £500 £370
Scotland median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +23.08%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland 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 Glasgow with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Glasgow
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 539 553 525
As % of all contract IT jobs advertised in Glasgow 38.47% 32.90% 39.09%
Number of daily rates quoted 313 304 320
Glasgow median daily rate £450 £400 £380
Median daily rate % change year-on-year +12.50% +5.26% +6.29%
10th Percentile £313 £322 £300
90th Percentile £575 £550 £500
Scotland median daily rate £438 £400 £380
% change year-on-year +9.38% +5.26% +8.57%
Number of hourly rates quoted 6 2 3
Glasgow median hourly rate £35.00 £33.75 £24.00
Median hourly rate % change year-on-year +3.70% +40.63% +71.43%
Scotland median hourly rate £35.00 £32.50 £27.00
% change year-on-year +7.69% +20.37% -30.32%

Entity Framework
Job Vacancy Trend in Glasgow

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

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 19 October 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 Glasgow region with a requirement for Entity Framework.

1 8 (100.00%) .NET
1 8 (100.00%) .NET Framework
2 7 (87.50%) Git (software)
2 7 (87.50%) MVC
2 7 (87.50%) C#
3 6 (75.00%) SQL Server
3 6 (75.00%) Azure
4 4 (50.00%) Umbraco
4 4 (50.00%) REST
4 4 (50.00%) Sass
4 4 (50.00%) ASP.NET Web API
4 4 (50.00%) DevOps
4 4 (50.00%) JavaScript
4 4 (50.00%) SQL
4 4 (50.00%) npm
5 3 (37.50%) Agile Software Development
5 3 (37.50%) B2C
5 3 (37.50%) Azure SQL Database
6 2 (25.00%) jQuery
6 2 (25.00%) Scrum
6 2 (25.00%) NUnit
6 2 (25.00%) HTML
6 2 (25.00%) ASP.NET
6 2 (25.00%) CSS
6 2 (25.00%) Public Sector
6 2 (25.00%) ASP.NET MVC 5
6 2 (25.00%) .NET Core
7 1 (12.50%) Greenfield Project
7 1 (12.50%) Visual Studio
7 1 (12.50%) Microsoft

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:

Application Platforms
1 4 (50.00%) Umbraco
Cloud Services
1 6 (75.00%) Azure
2 4 (50.00%) npm
3 1 (12.50%) Azure Active Directory
Database & Business Intelligence
1 6 (75.00%) SQL Server
2 3 (37.50%) Azure SQL Database
Development Applications
1 7 (87.50%) Git (software)
2 2 (25.00%) NUnit
3 1 (12.50%) Team Foundation Server
3 1 (12.50%) Visual Studio
General
1 2 (25.00%) Public Sector
Job Titles
1 8 (100.00%) Developer
2 4 (50.00%) .NET Developer
3 3 (37.50%) Backend Developer
4 1 (12.50%) ASP.NET Developer
Libraries, Frameworks & Software Standards
1 8 (100.00%) .NET
1 8 (100.00%) .NET Framework
2 4 (50.00%) ASP.NET Web API
2 4 (50.00%) REST
2 4 (50.00%) Sass
3 2 (25.00%) .NET Core
3 2 (25.00%) ASP.NET
3 2 (25.00%) ASP.NET MVC 5
3 2 (25.00%) CSS
3 2 (25.00%) HTML
3 2 (25.00%) jQuery
4 1 (12.50%) AngularJS
4 1 (12.50%) ASP.NET MVC
4 1 (12.50%) Twitter Bootstrap
Miscellaneous
1 1 (12.50%) Greenfield Project
Processes & Methodologies
1 7 (87.50%) MVC
2 4 (50.00%) DevOps
3 3 (37.50%) Agile Software Development
3 3 (37.50%) B2C
4 2 (25.00%) Scrum
5 1 (12.50%) Migration
5 1 (12.50%) TDD
5 1 (12.50%) Unit Testing
5 1 (12.50%) Web Application Development
Programming Languages
1 7 (87.50%) C#
2 4 (50.00%) JavaScript
2 4 (50.00%) SQL
System Software
1 1 (12.50%) Active Directory
Vendors
1 1 (12.50%) Microsoft