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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Microsoft ADO.NET Entity Framework
Scotland / Edinburgh
Rank 54 87 71
Rank change year-on-year
+33 -16
Permanent jobs citing Entity Framework 34 6 31
As % of all permanent IT jobs located in Edinburgh 3.06% 0.48% 2.30%
As % of the Libraries, Frameworks & Software Standards category 7.22% 1.62% 6.26%
Number of salaries quoted 31 5 13
Median salary £47,500 £40,000 £35,000
Median salary % change year-on-year
+18.75% +14.28%
90% offered a salary of more than £35,000 £34,000 £30,000
10% offered a salary of more than £52,500 £50,500 £42,500
UK excluding London median salary £42,500 £44,000 £40,000
% change year-on-year
-3.40% +10.00%

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
471 371 495
As % of all permanent IT jobs located in Edinburgh 42.39% 29.90% 36.75%
Number of salaries quoted 312 275 359
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £35,000 £32,000 £30,000
10% offered a salary of more than £60,000 £52,500 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 21 February 2017.

Entity Framework Salary Histogram in Edinburgh

Entity Framework
Top 30 Related IT Skills in Edinburgh

For the 6 months to 21 February 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 42 (100.00%) .NET
1 42 (100.00%) .NET Framework
2 41 (97.62%) C#
3 36 (85.71%) ASP.NET
4 34 (80.95%) MVC
4 34 (80.95%) SQL Server
5 33 (78.57%) JavaScript
6 32 (76.19%) AngularJS
7 30 (71.43%) ASP.NET MVC
8 28 (66.67%) ASP.NET Web API
9 23 (54.76%) Agile Software Development
10 20 (47.62%) TDD
10 20 (47.62%) Twitter Bootstrap
11 18 (42.86%) WCF
11 18 (42.86%) HTML
12 16 (38.10%) Git (software)
12 16 (38.10%) RESTful
13 15 (35.71%) BDD
13 15 (35.71%) Node.js
13 15 (35.71%) ASP.NET MVC 5
14 14 (33.33%) Code First Entity Framework
14 14 (33.33%) Web Application Development
14 14 (33.33%) NoSQL
14 14 (33.33%) CSS
14 14 (33.33%) Ruby
15 13 (30.95%) Finance
16 12 (28.57%) Games
16 12 (28.57%) KnockoutJS
16 12 (28.57%) SQL Server 2014
17 10 (23.81%) 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 3 (7.14%) CMS
2 2 (4.76%) Umbraco
3 1 (2.38%) IIS
Applications
1 2 (4.76%) MS Excel
Cloud Services
1 5 (11.90%) Microsoft Azure
2 3 (7.14%) iPaaS
2 3 (7.14%) PaaS
3 2 (4.76%) SaaS
Communications & Networking
1 1 (2.38%) HTTP
Database & Business Intelligence
1 34 (80.95%) SQL Server
2 14 (33.33%) NoSQL
3 12 (28.57%) SQL Server 2014
4 4 (9.52%) Azure SQL Database
5 2 (4.76%) MySQL
5 2 (4.76%) SQL Server 2016
Development Applications
1 16 (38.10%) Git (software)
2 6 (14.29%) Jenkins
2 6 (14.29%) Maven
3 5 (11.90%) Eclipse
3 5 (11.90%) JUnit
4 4 (9.52%) NSubstitute
4 4 (9.52%) Visual Studio
5 2 (4.76%) Moq
5 2 (4.76%) NUnit
6 1 (2.38%) git-flow
6 1 (2.38%) Grunt
6 1 (2.38%) gulp
6 1 (2.38%) Subversion
General
1 13 (30.95%) Finance
2 12 (28.57%) Games
3 2 (4.76%) Marketing
4 1 (2.38%) Advertising
Job Titles
1 36 (85.71%) Developer
2 24 (57.14%) .NET Developer
3 9 (21.43%) Senior Developer
4 6 (14.29%) C# Developer
4 6 (14.29%) Software Developer
5 5 (11.90%) Senior .NET Developer
6 4 (9.52%) ASP.NET Developer
7 3 (7.14%) .NET Software Developer
8 2 (4.76%) .NET Web Developer
8 2 (4.76%) ASP.NET MVC Developer
8 2 (4.76%) C# .NET Developer
8 2 (4.76%) Senior Software Engineer
8 2 (4.76%) Software Engineer
8 2 (4.76%) Web Developer
9 1 (2.38%) Analyst
9 1 (2.38%) Graduate
9 1 (2.38%) Graduate Developer
9 1 (2.38%) Java Developer
9 1 (2.38%) Lead Developer
9 1 (2.38%) Senior ASP.NET Developer
Libraries, Frameworks & Software Standards
1 42 (100.00%) .NET
1 42 (100.00%) .NET Framework
2 36 (85.71%) ASP.NET
3 32 (76.19%) AngularJS
4 30 (71.43%) ASP.NET MVC
5 28 (66.67%) ASP.NET Web API
6 20 (47.62%) Twitter Bootstrap
7 18 (42.86%) HTML
7 18 (42.86%) WCF
8 16 (38.10%) RESTful
9 15 (35.71%) ASP.NET MVC 5
9 15 (35.71%) Node.js
10 14 (33.33%) Code First Entity Framework
10 14 (33.33%) CSS
11 12 (28.57%) KnockoutJS
12 7 (16.67%) HTML5
12 7 (16.67%) Web Services
13 6 (14.29%) SOAP
14 5 (11.90%) jQuery
14 5 (11.90%) XML
Miscellaneous
1 3 (7.14%) Analytical Skills
2 2 (4.76%) Enterprise Software
3 1 (2.38%) N-Tier
Operating Systems
1 2 (4.76%) Windows
2 1 (2.38%) Android
Processes & Methodologies
1 34 (80.95%) MVC
2 23 (54.76%) Agile Software Development
3 20 (47.62%) TDD
4 15 (35.71%) BDD
5 14 (33.33%) Web Application Development
6 10 (23.81%) Software Engineering
7 5 (11.90%) Continuous Integration
8 4 (9.52%) Web Development
9 3 (7.14%) Content Management
9 3 (7.14%) OO
9 3 (7.14%) Responsive Web Design
9 3 (7.14%) SDLC
9 3 (7.14%) Unit Testing
10 2 (4.76%) Data Modelling
10 2 (4.76%) DSDM
10 2 (4.76%) PRINCE
10 2 (4.76%) PRINCE2
10 2 (4.76%) Project Management
10 2 (4.76%) Scrum
10 2 (4.76%) Workflow
Programming Languages
1 41 (97.62%) C#
2 33 (78.57%) JavaScript
3 14 (33.33%) Ruby
4 9 (21.43%) Java
5 6 (14.29%) SQL
6 4 (9.52%) XPath
Qualifications
1 4 (9.52%) Degree
2 1 (2.38%) Microsoft Certification
Vendors
1 10 (23.81%) Microsoft
2 5 (11.90%) Oracle
3 4 (9.52%) MuleSoft
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Salary: £40000 - £60000 per annum + Bonus + Pension + Benefits
Posted: Yesterday
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