The table below looks at the statistics for Entity Framework skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Entity Framework over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Microsoft ADO.NET Entity Framework
Scotland / Edinburgh
Rank 71 85 70
Rank change year-on-year
+14 -15
Permanent jobs citing Entity Framework 20 9 32
As % of all permanent IT jobs located in Edinburgh 1.89% 0.73% 2.45%
As % of the Libraries, Frameworks & Software Standards category 4.45% 2.19% 6.74%
Number of salaries quoted 20 7 22
Median salary £47,500 £42,500 £40,000
Median salary % change year-on-year
+11.76% +6.25%
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the Edinburgh region.

Libraries, Frameworks & Software Standards Category
Edinburgh
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
449 411 475
As % of all permanent IT jobs located in Edinburgh 42.40% 33.12% 36.34%
Number of salaries quoted 298 302 381
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £35,000 £32,500 £28,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Entity Framework
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Entity Framework as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Entity Framework Jobs Demand Trend in Edinburgh

Entity Framework
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Entity Framework across the Edinburgh region.

Entity Framework Salary Trend in Edinburgh

Entity Framework
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Entity Framework across the Edinburgh region over the 3 months to 17 January 2017.

Entity Framework Salary Histogram in Edinburgh

Entity Framework
Top 30 Related IT Skills in Edinburgh

For the 6 months to 17 January 2017, IT 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 job ads across the Edinburgh region with a requirement for Entity Framework.

1 27 (100.00%) C#
1 27 (100.00%) .NET
1 27 (100.00%) .NET Framework
2 23 (85.19%) SQL Server
3 22 (81.48%) ASP.NET
3 22 (81.48%) AngularJS
4 21 (77.78%) JavaScript
4 21 (77.78%) MVC
5 18 (66.67%) ASP.NET MVC
6 17 (62.96%) TDD
7 16 (59.26%) ASP.NET Web API
8 15 (55.56%) Agile Software Development
9 14 (51.85%) Twitter Bootstrap
9 14 (51.85%) BDD
10 12 (44.44%) Git (software)
10 12 (44.44%) HTML
11 11 (40.74%) RESTful
11 11 (40.74%) Node.js
12 10 (37.04%) NoSQL
12 10 (37.04%) KnockoutJS
12 10 (37.04%) Web Application Development
12 10 (37.04%) SQL Server 2014
12 10 (37.04%) ASP.NET MVC 5
12 10 (37.04%) Code First Entity Framework
12 10 (37.04%) WCF
12 10 (37.04%) Ruby
12 10 (37.04%) Games
13 9 (33.33%) CSS
14 7 (25.93%) Microsoft
15 6 (22.22%) Software Engineering

Entity Framework
Top Related IT Skills in Edinburgh 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 (14.81%) IIS
2 2 (7.41%) CMS
2 2 (7.41%) Umbraco
Applications
1 5 (18.52%) MS Excel
Cloud Services
1 2 (7.41%) SaaS
2 1 (3.70%) Microsoft Azure
Communications & Networking
1 1 (3.70%) HTTP
Database & Business Intelligence
1 23 (85.19%) SQL Server
2 10 (37.04%) NoSQL
2 10 (37.04%) SQL Server 2014
3 2 (7.41%) MySQL
Development Applications
1 12 (44.44%) Git (software)
2 1 (3.70%) git-flow
2 1 (3.70%) Grunt
2 1 (3.70%) gulp
2 1 (3.70%) Subversion
General
1 10 (37.04%) Games
2 4 (14.81%) Finance
3 1 (3.70%) Advertising
Job Titles
1 24 (88.89%) Developer
2 14 (51.85%) .NET Developer
3 4 (14.81%) C# Developer
3 4 (14.81%) Senior Developer
4 3 (11.11%) Software Developer
5 2 (7.41%) .NET Software Developer
5 2 (7.41%) Graduate
5 2 (7.41%) Graduate Developer
5 2 (7.41%) Senior Software Engineer
5 2 (7.41%) Software Engineer
6 1 (3.70%) ASP.NET Developer
6 1 (3.70%) ASP.NET MVC Developer
6 1 (3.70%) Full Stack Developer
6 1 (3.70%) Integration Analyst
6 1 (3.70%) Lead .NET Developer
6 1 (3.70%) Lead Developer
6 1 (3.70%) Lead Software Developer
6 1 (3.70%) Senior .NET Developer
6 1 (3.70%) Technical Developer
6 1 (3.70%) Technical Leader
Libraries, Frameworks & Software Standards
1 27 (100.00%) .NET
1 27 (100.00%) .NET Framework
2 22 (81.48%) AngularJS
2 22 (81.48%) ASP.NET
3 18 (66.67%) ASP.NET MVC
4 16 (59.26%) ASP.NET Web API
5 14 (51.85%) Twitter Bootstrap
6 12 (44.44%) HTML
7 11 (40.74%) Node.js
7 11 (40.74%) RESTful
8 10 (37.04%) ASP.NET MVC 5
8 10 (37.04%) Code First Entity Framework
8 10 (37.04%) KnockoutJS
8 10 (37.04%) WCF
9 9 (33.33%) CSS
10 6 (22.22%) HTML5
11 2 (7.41%) Android SDK
11 2 (7.41%) Angular 2
11 2 (7.41%) jQuery
11 2 (7.41%) NHibernate
Miscellaneous
1 4 (14.81%) Enterprise Software
2 3 (11.11%) Analytical Skills
3 1 (3.70%) N-Tier
Operating Systems
1 2 (7.41%) Android
Processes & Methodologies
1 21 (77.78%) MVC
2 17 (62.96%) TDD
3 15 (55.56%) Agile Software Development
4 14 (51.85%) BDD
5 10 (37.04%) Web Application Development
6 6 (22.22%) Software Engineering
7 5 (18.52%) Scrum
8 4 (14.81%) Web Development
9 3 (11.11%) Continuous Integration
9 3 (11.11%) OO
10 2 (7.41%) Content Management
10 2 (7.41%) Continuous Improvement
10 2 (7.41%) High Availability
10 2 (7.41%) OOP
10 2 (7.41%) Responsive Web Design
10 2 (7.41%) SDLC
10 2 (7.41%) Workflow
11 1 (3.70%) Secure Coding
11 1 (3.70%) SOLID
11 1 (3.70%) Stakeholder Management
Programming Languages
1 27 (100.00%) C#
2 21 (77.78%) JavaScript
3 10 (37.04%) Ruby
4 4 (14.81%) Java
5 2 (7.41%) SQL
Qualifications
1 4 (14.81%) Microsoft Certification
Vendors
1 7 (25.93%) Microsoft
2 5 (18.52%) Oracle
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