Period
to 17 November 2018

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 17 November 2018 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
17 Nov 2018
Same period 2017 Same period 2016
Rank 96 92 72
Rank change year-on-year -4 -20 0
Contract jobs citing Entity Framework 19 6 16
As % of all contract IT jobs advertised in Glasgow 1.12% 0.46% 1.42%
As % of the Libraries, Frameworks & Software Standards category 3.51% 1.24% 4.46%
Number of daily rates quoted 15 6 8
Glasgow median daily rate £370 £355 £325
Median daily rate % change year-on-year +4.23% +9.23% -5.45%
10th Percentile £356 £331 £310
90th Percentile £475 £370 £354
Scotland median daily rate £375 £380 £325
% change year-on-year -1.32% +16.92% -3.70%
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 542 484 359
As % of all contract IT jobs advertised in Glasgow 32.09% 37.00% 31.88%
Number of daily rates quoted 304 302 194
Glasgow median daily rate £400 £380 £375
Median daily rate % change year-on-year +5.26% +1.33% +7.14%
10th Percentile £322 £300 £263
90th Percentile £550 £500 £452
Scotland median daily rate £400 £375 £350
% change year-on-year +6.67% +7.14% -6.67%
Number of hourly rates quoted 3 3 2
Glasgow median hourly rate £35.00 £24.00 £14.00
Median hourly rate % change year-on-year +45.83% +71.43% -74.55%
Scotland median hourly rate £35.00 £27.00 £42.50
% change year-on-year +29.63% -36.47% +5.25%

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 Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Entity Framework in Glasgow over the 6 months to 17 November 2018.

Contractor daily rate histogram 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 17 November 2018, 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 19 (100.00%) .NET
1 19 (100.00%) .NET Framework
2 18 (94.74%) MVC
3 15 (78.95%) Microsoft Azure
4 12 (63.16%) C#
5 11 (57.89%) ASP.NET
6 9 (47.37%) ASP.NET MVC
7 8 (42.11%) JavaScript
7 8 (42.11%) SQL Server
8 7 (36.84%) HTML
8 7 (36.84%) CSS
9 6 (31.58%) RESTful
10 5 (26.32%) TypeScript
10 5 (26.32%) Microsoft
11 4 (21.05%) Agile Software Development
11 4 (21.05%) WCF
11 4 (21.05%) ASP.NET Web API
11 4 (21.05%) AngularJS
12 3 (15.79%) LESS
12 3 (15.79%) JSON
12 3 (15.79%) Project Planning
12 3 (15.79%) SQL
13 2 (10.53%) Web Services
13 2 (10.53%) Visual Studio
13 2 (10.53%) Finance
13 2 (10.53%) Web Design
13 2 (10.53%) Web Development
13 2 (10.53%) WPF
13 2 (10.53%) LINQ
13 2 (10.53%) NUnit

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 15 (78.95%) Microsoft Azure
2 2 (10.53%) Amazon AWS
Database & Business Intelligence
1 8 (42.11%) SQL Server
2 1 (5.26%) Relational Database
2 1 (5.26%) SQL Server 2012
Development Applications
1 2 (10.53%) NUnit
1 2 (10.53%) Visual Studio
2 1 (5.26%) Git (software)
2 1 (5.26%) Octopus Deploy
2 1 (5.26%) ReSharper
2 1 (5.26%) TeamCity
General
1 2 (10.53%) Banking
1 2 (10.53%) Finance
Job Titles
1 19 (100.00%) Developer
2 17 (89.47%) .NET Developer
3 9 (47.37%) C# Developer
4 7 (36.84%) C# .NET Developer
5 4 (21.05%) Angular Developer
5 4 (21.05%) ASP.NET MVC Developer
6 2 (10.53%) .NET Web Developer
6 2 (10.53%) C# Web Developer
6 2 (10.53%) Full Stack Developer
6 2 (10.53%) Web Developer
7 1 (5.26%) .NET Software Developer
7 1 (5.26%) ASP.NET Developer
7 1 (5.26%) Azure Developer
7 1 (5.26%) C# ASP.NET Developer
7 1 (5.26%) JavaScript Developer
7 1 (5.26%) Senior .NET Developer
7 1 (5.26%) Senior Developer
7 1 (5.26%) Software Developer
Libraries, Frameworks & Software Standards
1 19 (100.00%) .NET
1 19 (100.00%) .NET Framework
2 11 (57.89%) ASP.NET
3 9 (47.37%) ASP.NET MVC
4 7 (36.84%) CSS
4 7 (36.84%) HTML
5 6 (31.58%) RESTful
6 4 (21.05%) AngularJS
6 4 (21.05%) ASP.NET Web API
6 4 (21.05%) WCF
7 3 (15.79%) JSON
7 3 (15.79%) LESS
8 2 (10.53%) CSS3
8 2 (10.53%) HTML5
8 2 (10.53%) jQuery
8 2 (10.53%) LINQ
8 2 (10.53%) LINQ to SQL
8 2 (10.53%) Twitter Bootstrap
8 2 (10.53%) Web Services
8 2 (10.53%) WPF
Processes & Methodologies
1 18 (94.74%) MVC
2 4 (21.05%) Agile Software Development
3 3 (15.79%) Project Planning
4 2 (10.53%) Continuous Integration
4 2 (10.53%) Unit Testing
4 2 (10.53%) Web Design
4 2 (10.53%) Web Development
5 1 (5.26%) Continuous Delivery
5 1 (5.26%) Deployment Automation
5 1 (5.26%) OO
5 1 (5.26%) Responsive Web Design
5 1 (5.26%) Software Engineering
5 1 (5.26%) Test Automation
Programming Languages
1 12 (63.16%) C#
2 8 (42.11%) JavaScript
3 5 (26.32%) TypeScript
4 3 (15.79%) SQL
5 1 (5.26%) T-SQL
Vendors
1 5 (26.32%) Microsoft