Period
to 19 January 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 January 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 Jan 2019
Same period 2018 Same period 2017
Rank 87 83 70
Rank change year-on-year -4 -13 -13
Contract jobs citing Entity Framework 20 6 13
As % of all contract IT jobs advertised in Glasgow 1.28% 0.52% 1.22%
As % of the Libraries, Frameworks & Software Standards category 3.62% 1.51% 3.95%
Number of daily rates quoted 15 6 4
Glasgow median daily rate £375 £355 £354
Median daily rate % change year-on-year +5.63% +0.35% +3.28%
10th Percentile £325 £339 £320
90th Percentile £475 £371 £369
Scotland median daily rate £375 £375 £325
% change year-on-year - +15.38% -5.11%
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 552 398 329
As % of all contract IT jobs advertised in Glasgow 35.45% 34.31% 30.81%
Number of daily rates quoted 342 249 163
Glasgow median daily rate £425 £375 £365
Median daily rate % change year-on-year +13.33% +2.74% +4.29%
10th Percentile £319 £300 £268
90th Percentile £550 £508 £474
Scotland median daily rate £425 £375 £363
% change year-on-year +13.33% +3.45% -3.33%
Number of hourly rates quoted 4 4 5
Glasgow median hourly rate £15.00 £19.25 £17.32
Median hourly rate % change year-on-year -22.06% +11.11% -68.51%
Scotland median hourly rate £35.00 £24.00 £45.00
% change year-on-year +45.83% -46.67% +11.97%

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 19 January 2019.

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 19 January 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 20 (100.00%) .NET
1 20 (100.00%) .NET Framework
2 19 (95.00%) MVC
3 18 (90.00%) C#
4 13 (65.00%) SQL Server
5 11 (55.00%) CSS
5 11 (55.00%) HTML
6 10 (50.00%) Microsoft
6 10 (50.00%) AngularJS
7 9 (45.00%) Microsoft Azure
8 8 (40.00%) Agile Software Development
8 8 (40.00%) Web Development
8 8 (40.00%) JavaScript
8 8 (40.00%) RESTful
8 8 (40.00%) LESS
9 7 (35.00%) TypeScript
10 6 (30.00%) Sass
10 6 (30.00%) ASP.NET
11 5 (25.00%) ASP.NET MVC
11 5 (25.00%) Greenfield Project
11 5 (25.00%) Continuous Delivery
12 4 (20.00%) Project Planning
12 4 (20.00%) JSON
13 3 (15.00%) WCF
13 3 (15.00%) Web Design
13 3 (15.00%) ASP.NET Web API
14 2 (10.00%) Twitter Bootstrap
14 2 (10.00%) jQuery
14 2 (10.00%) HTML5
14 2 (10.00%) CSS3

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 (45.00%) Microsoft Azure
2 1 (5.00%) Amazon AWS
2 1 (5.00%) SaaS
Database & Business Intelligence
1 13 (65.00%) SQL Server
2 1 (5.00%) Relational Database
Development Applications
1 1 (5.00%) Git (software)
1 1 (5.00%) NUnit
1 1 (5.00%) Octopus Deploy
1 1 (5.00%) TeamCity
1 1 (5.00%) Visual Studio
General
1 2 (10.00%) Banking
1 2 (10.00%) Finance
Job Titles
1 20 (100.00%) Developer
2 13 (65.00%) .NET Developer
3 9 (45.00%) C# Developer
4 8 (40.00%) Web Developer
5 7 (35.00%) C# .NET Developer
6 5 (25.00%) Angular Developer
7 3 (15.00%) .NET Web Developer
7 3 (15.00%) ASP.NET MVC Developer
7 3 (15.00%) C# Web Developer
8 2 (10.00%) Full Stack Developer
8 2 (10.00%) Senior .NET Developer
8 2 (10.00%) Senior Developer
9 1 (5.00%) .NET Software Developer
9 1 (5.00%) ASP.NET Developer
9 1 (5.00%) Azure Developer
9 1 (5.00%) C# ASP.NET Developer
9 1 (5.00%) JavaScript Developer
9 1 (5.00%) Software Developer
Libraries, Frameworks & Software Standards
1 20 (100.00%) .NET
1 20 (100.00%) .NET Framework
2 11 (55.00%) CSS
2 11 (55.00%) HTML
3 10 (50.00%) AngularJS
4 8 (40.00%) LESS
4 8 (40.00%) RESTful
5 6 (30.00%) ASP.NET
5 6 (30.00%) Sass
6 5 (25.00%) ASP.NET MVC
7 4 (20.00%) JSON
8 3 (15.00%) ASP.NET Web API
8 3 (15.00%) WCF
9 2 (10.00%) CSS3
9 2 (10.00%) HTML5
9 2 (10.00%) jQuery
9 2 (10.00%) KnockoutJS
9 2 (10.00%) Twitter Bootstrap
9 2 (10.00%) WPF
10 1 (5.00%) LINQ
Miscellaneous
1 5 (25.00%) Greenfield Project
Processes & Methodologies
1 19 (95.00%) MVC
2 8 (40.00%) Agile Software Development
2 8 (40.00%) Web Development
3 5 (25.00%) Continuous Delivery
4 4 (20.00%) Project Planning
5 3 (15.00%) Web Design
6 1 (5.00%) Continuous Integration
6 1 (5.00%) Responsive Web Design
6 1 (5.00%) Software Engineering
6 1 (5.00%) TDD
6 1 (5.00%) Unit Testing
Programming Languages
1 18 (90.00%) C#
2 8 (40.00%) JavaScript
3 7 (35.00%) TypeScript
4 2 (10.00%) SQL
Vendors
1 10 (50.00%) Microsoft