Period
to 6 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Entity Framework skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Entity Framework over the 6 months to 6 August 2020 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
UK > Scotland
6 months to
6 Aug 2020
Same period 2019 Same period 2018
Rank 102 169 127
Rank change year-on-year +67 -42 -26
Permanent jobs citing Entity Framework 27 59 111
As % of all permanent jobs advertised in Scotland 1.26% 1.11% 2.00%
As % of the Libraries, Frameworks & Software Standards category 2.82% 2.76% 4.98%
Number of salaries quoted 33 55 88
Median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% -
10th Percentile £27,450 £32,500 £30,000
90th Percentile £51,250 £50,150 £57,500
UK median annual salary £47,500 £45,750 £45,000
% change year-on-year +3.83% +1.67% -

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 permanent job vacancies advertised in Scotland with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Scotland
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 958 2,135 2,231
As % of all permanent IT jobs advertised in Scotland 44.70% 40.21% 40.17%
Number of salaries quoted 614 1,411 1,513
Median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £32,500 £31,250 £31,130
90th Percentile £66,250 £67,500 £66,250
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Entity Framework
Job Vacancy Trend in Scotland

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

Job vacancy trend for Entity Framework in Scotland

Entity Framework
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Entity Framework in Scotland.

Salary trend for Entity Framework in Scotland

Entity Framework
Salary Histogram in Scotland

Salary distribution for jobs citing Entity Framework in Scotland over the 6 months to 6 August 2020.

Salary histogram for Entity Framework in Scotland

Entity Framework
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the Scotland region over the 6 months to 6 August 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +90 13 £45,000 +8.43% 1
Glasgow +21 9 £45,000 +12.50% 2
Aberdeen -1 1 £42,500 -5.56%
Dundee - 1 £50,000 -
Fife - 1 £27,500 -
Dumfries and Galloway - 1 £45,000 -
Entity Framework
UK

For the 6 months to 6 August 2020, IT 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 permanent job ads across the Scotland region with a requirement for Entity Framework.

1 27 (100.00%) .NET
1 27 (100.00%) .NET Framework
2 25 (92.59%) C#
3 24 (88.89%) SQL Server
4 23 (85.19%) CSS
4 23 (85.19%) HTML
4 23 (85.19%) JavaScript
5 20 (74.07%) MVC
6 18 (66.67%) Agile Software Development
7 17 (62.96%) jQuery
8 16 (59.26%) SQL
8 16 (59.26%) HTML5
8 16 (59.26%) CSS3
9 15 (55.56%) Team Foundation Server
9 15 (55.56%) TDD
10 14 (51.85%) .NET Core
11 12 (44.44%) REST
11 12 (44.44%) Scrum
12 11 (40.74%) Process Improvement
12 11 (40.74%) Enterprise Software
12 11 (40.74%) API Development
12 11 (40.74%) API Design
13 10 (37.04%) SQL Server 2012
14 9 (33.33%) Azure
14 9 (33.33%) ASP.NET
14 9 (33.33%) Microsoft
15 8 (29.63%) SOLID
15 8 (29.63%) Self-Motivation
16 7 (25.93%) AngularJS
16 7 (25.93%) T-SQL

Entity Framework
Co-occurring IT Skills in Scotland 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 2 (7.41%) IIS
2 1 (3.70%) CMS
2 1 (3.70%) Drupal
2 1 (3.70%) Sitecore CMS
2 1 (3.70%) Umbraco
2 1 (3.70%) WordPress
Business Applications
1 1 (3.70%) Magento
Cloud Services
1 9 (33.33%) Azure
2 4 (14.81%) AWS
Database & Business Intelligence
1 24 (88.89%) SQL Server
2 10 (37.04%) SQL Server 2012
3 6 (22.22%) SQL Server Reporting Services
4 5 (18.52%) SQL Server Integration Services
5 2 (7.41%) SQL Server 2008
5 2 (7.41%) SQL Server 2014
5 2 (7.41%) SQL Server 2016
Development Applications
1 15 (55.56%) Team Foundation Server
2 6 (22.22%) Git (software)
3 2 (7.41%) Bitbucket
3 2 (7.41%) JIRA
3 2 (7.41%) MSBuild
3 2 (7.41%) Octopus Deploy
3 2 (7.41%) TeamCity
3 2 (7.41%) Visual Studio
4 1 (3.70%) Moq
4 1 (3.70%) NUnit
General
1 2 (7.41%) Legal
1 2 (7.41%) Manufacturing
2 1 (3.70%) Finance
2 1 (3.70%) Public Sector
Job Titles
1 27 (100.00%) Developer
2 12 (44.44%) Software Developer
3 11 (40.74%) .NET Developer
4 7 (25.93%) Full Stack Developer
5 4 (14.81%) Systems Developer
6 3 (11.11%) .NET Software Developer
6 3 (11.11%) C# Developer
7 2 (7.41%) Junior
7 2 (7.41%) Junior .NET Developer
7 2 (7.41%) Junior Developer
7 2 (7.41%) Senior Developer
7 2 (7.41%) Senior Software Developer
7 2 (7.41%) Web Developer
8 1 (3.70%) C# Software Developer
8 1 (3.70%) C# Web Developer
8 1 (3.70%) SQL Developer
8 1 (3.70%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 27 (100.00%) .NET
1 27 (100.00%) .NET Framework
2 23 (85.19%) CSS
2 23 (85.19%) HTML
3 17 (62.96%) jQuery
4 16 (59.26%) CSS3
4 16 (59.26%) HTML5
5 14 (51.85%) .NET Core
6 12 (44.44%) REST
7 9 (33.33%) ASP.NET
8 7 (25.93%) AngularJS
9 6 (22.22%) ASP.NET MVC
10 4 (14.81%) ASP.NET Web API
10 4 (14.81%) React
11 3 (11.11%) Razor View Engine
12 2 (7.41%) ASP.NET Web Forms
12 2 (7.41%) Classic ASP
12 2 (7.41%) Dapper ORM
12 2 (7.41%) EDI
12 2 (7.41%) XML
Miscellaneous
1 11 (40.74%) Enterprise Software
2 8 (29.63%) Self-Motivation
3 2 (7.41%) User Experience
4 1 (3.70%) Greenfield Project
Operating Systems
1 2 (7.41%) Windows
1 2 (7.41%) Windows Server 2008
1 2 (7.41%) Windows Server 2012
1 2 (7.41%) Windows Server 2016
Processes & Methodologies
1 20 (74.07%) MVC
2 18 (66.67%) Agile Software Development
3 15 (55.56%) TDD
4 12 (44.44%) Scrum
5 11 (40.74%) API Design
5 11 (40.74%) API Development
5 11 (40.74%) Process Improvement
6 8 (29.63%) SOLID
7 6 (22.22%) Software Engineering
8 5 (18.52%) DevOps
9 4 (14.81%) Problem-Solving
9 4 (14.81%) Web Development
10 3 (11.11%) Computer Science
10 3 (11.11%) Test Automation
10 3 (11.11%) Unit Testing
11 2 (7.41%) Continuous Deployment
11 2 (7.41%) Continuous Integration
11 2 (7.41%) Deadline-Driven
11 2 (7.41%) Domain-Driven Design
11 2 (7.41%) SDLC
Programming Languages
1 25 (92.59%) C#
2 23 (85.19%) JavaScript
3 16 (59.26%) SQL
4 7 (25.93%) T-SQL
5 2 (7.41%) PHP
5 2 (7.41%) Shell Script
6 1 (3.70%) F#
6 1 (3.70%) R
6 1 (3.70%) TypeScript
Qualifications
1 4 (14.81%) Degree
2 2 (7.41%) Computer Science Degree
System Software
1 1 (3.70%) Docker
Systems Management
1 1 (3.70%) Kubernetes
Vendors
1 9 (33.33%) Microsoft
2 2 (7.41%) Oracle
2 2 (7.41%) Xamarin
3 1 (3.70%) Sitecore