Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
Scotland > Edinburgh
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 115 121 139
Rank change year-on-year +6 +18 -63
Permanent jobs citing Entity Framework 35 17 18
As % of all permanent IT jobs advertised in Edinburgh 1.30% 0.73% 0.59%
As % of the Libraries, Frameworks & Software Standards category 3.56% 2.24% 1.87%
Number of salaries quoted 24 15 15
Edinburgh median annual salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50% -9.09%
10th Percentile £32,500 £27,200 £31,000
90th Percentile £55,000 £49,500 £45,000
Scotland median annual salary £40,000 £42,250 £42,500
% change year-on-year -5.33% -0.59% -1.73%

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 Edinburgh with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Edinburgh
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 984 760 965
As % of all permanent IT jobs advertised in Edinburgh 36.48% 32.82% 31.59%
Number of salaries quoted 631 535 639
Edinburgh median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -
10th Percentile £28,000 £27,500 £26,250
90th Percentile £65,000 £59,750 £57,500
Scotland median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Entity Framework
Job Vacancy Trend in Edinburgh

Job postings citing Entity Framework as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Entity Framework 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 in Edinburgh.

Salary trend for Entity Framework in Edinburgh

Entity Framework
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Entity Framework in Edinburgh over the 6 months to 18 November 2017.

Salary histogram for Entity Framework in Edinburgh

For the 6 months to 18 November 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 35 (100.00%) .NET
1 35 (100.00%) .NET Framework
2 34 (97.14%) C#
3 24 (68.57%) ASP.NET
3 24 (68.57%) MVC
3 24 (68.57%) ASP.NET MVC
4 21 (60.00%) Agile Software Development
5 20 (57.14%) Visual Studio
6 18 (51.43%) SQL Server
7 15 (42.86%) JavaScript
8 14 (40.00%) Marketing
8 14 (40.00%) Git (software)
9 12 (34.29%) CSS
10 11 (31.43%) HTML
10 11 (31.43%) Finance
10 11 (31.43%) ASP.NET Web API
11 10 (28.57%) SOLID
11 10 (28.57%) Mentoring
11 10 (28.57%) Cash Management
11 10 (28.57%) AngularJS
11 10 (28.57%) Financial Institution
11 10 (28.57%) SOA
11 10 (28.57%) Computer Science
11 10 (28.57%) WCF
11 10 (28.57%) WPF
12 9 (25.71%) jQuery
12 9 (25.71%) RESTful
12 9 (25.71%) Ruby
12 9 (25.71%) TDD
12 9 (25.71%) Web Application Development

Entity Framework
Co-occurring 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 8 (22.86%) CMS
2 6 (17.14%) Umbraco
3 1 (2.86%) IIS
Applications
1 5 (14.29%) Photoshop
Cloud Services
1 8 (22.86%) Microsoft Azure
2 1 (2.86%) Amazon AWS
2 1 (2.86%) SaaS
Database & Business Intelligence
1 18 (51.43%) SQL Server
2 9 (25.71%) NoSQL
2 9 (25.71%) Relational Database
2 9 (25.71%) SQL Server 2016
3 8 (22.86%) RDBMS
Development Applications
1 20 (57.14%) Visual Studio
2 14 (40.00%) Git (software)
3 4 (11.43%) Subversion
4 1 (2.86%) Jenkins
4 1 (2.86%) Team Foundation Server
General
1 14 (40.00%) Marketing
2 11 (31.43%) Finance
3 10 (28.57%) Financial Institution
Job Titles
1 35 (100.00%) Developer
2 20 (57.14%) .NET Developer
3 19 (54.29%) C# Developer
4 13 (37.14%) Software Developer
5 12 (34.29%) ASP.NET Developer
6 11 (31.43%) ASP.NET MVC Developer
7 10 (28.57%) C# Software Developer
7 10 (28.57%) Senior .NET Developer
7 10 (28.57%) Senior Developer
8 9 (25.71%) C# .NET Developer
8 9 (25.71%) C# ASP.NET Developer
9 6 (17.14%) Senior ASP.NET Developer
9 6 (17.14%) Senior ASP.NET MVC Developer
10 5 (14.29%) Applications Developer
11 4 (11.43%) .NET Applications Developer
11 4 (11.43%) C# Application Developer
11 4 (11.43%) Senior .NET Applications Developer
11 4 (11.43%) Senior Applications Developer
11 4 (11.43%) Senior C# Application Developer
11 4 (11.43%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 35 (100.00%) .NET
1 35 (100.00%) .NET Framework
2 24 (68.57%) ASP.NET
2 24 (68.57%) ASP.NET MVC
3 12 (34.29%) CSS
4 11 (31.43%) ASP.NET Web API
4 11 (31.43%) HTML
5 10 (28.57%) AngularJS
5 10 (28.57%) WCF
5 10 (28.57%) WPF
6 9 (25.71%) ASP.NET MVC 5
6 9 (25.71%) Code First Entity Framework
6 9 (25.71%) jQuery
6 9 (25.71%) Node.js
6 9 (25.71%) RESTful
6 9 (25.71%) Twitter Bootstrap
7 8 (22.86%) Ajax
7 8 (22.86%) ASP.NET Web Forms
7 8 (22.86%) DOM
7 8 (22.86%) HTML5
Miscellaneous
1 10 (28.57%) Computer Science
2 5 (14.29%) Enterprise Software
Operating Systems
1 1 (2.86%) Windows
Processes & Methodologies
1 24 (68.57%) MVC
2 21 (60.00%) Agile Software Development
3 10 (28.57%) Cash Management
3 10 (28.57%) Mentoring
3 10 (28.57%) SOA
3 10 (28.57%) SOLID
4 9 (25.71%) BDD
4 9 (25.71%) TDD
4 9 (25.71%) Web Application Development
5 6 (17.14%) Responsive Web Design
6 4 (11.43%) Creative Problem-Solving
6 4 (11.43%) SEO
7 2 (5.71%) Software Engineering
8 1 (2.86%) OO
8 1 (2.86%) OOD
8 1 (2.86%) Test Automation
8 1 (2.86%) Unit Testing
8 1 (2.86%) Web Development
Programming Languages
1 34 (97.14%) C#
2 15 (42.86%) JavaScript
3 9 (25.71%) Ruby
4 2 (5.71%) SQL
5 1 (2.86%) VB.NET
Systems Management
1 7 (20.00%) Systems Management Server (SMS)
Vendors
1 8 (22.86%) Xamarin
2 7 (20.00%) Microsoft