Period
to 15 November 2018

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 15 November 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
Scotland > Edinburgh
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 124 114 121
Rank change year-on-year -10 +7 +18
Permanent jobs citing Entity Framework 24 35 16
As % of all permanent IT jobs advertised in Edinburgh 0.94% 1.29% 0.69%
As % of the Libraries, Frameworks & Software Standards category 2.38% 3.51% 2.12%
Number of salaries quoted 21 24 14
Edinburgh median annual salary £55,000 £40,000 £45,000
Median salary % change year-on-year +37.50% -11.11% +12.50%
10th Percentile £32,500 £32,500 £25,275
90th Percentile £62,500 £55,000 £49,250
Scotland median annual salary £50,000 £40,000 £42,500
% change year-on-year +25.00% -5.88% -

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 1,008 997 755
As % of all permanent IT jobs advertised in Edinburgh 39.69% 36.75% 32.47%
Number of salaries quoted 625 637 533
Edinburgh median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +6.25%
10th Percentile £28,950 £28,000 £27,100
90th Percentile £68,250 £65,000 £59,750
Scotland median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +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 15 November 2018.

Salary histogram for Entity Framework in Edinburgh

For the 6 months to 15 November 2018, 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 Edinburgh region with a requirement for Entity Framework.

1 24 (100.00%) C#
2 19 (79.17%) JavaScript
3 18 (75.00%) HTML
3 18 (75.00%) CSS
4 17 (70.83%) AngularJS
5 16 (66.67%) .NET
5 16 (66.67%) .NET Framework
6 15 (62.50%) Unit Testing
7 14 (58.33%) Git (software)
8 13 (54.17%) RESTful
8 13 (54.17%) OO
9 12 (50.00%) OOD
9 12 (50.00%) SOA
9 12 (50.00%) Microservices
10 8 (33.33%) SQL Server
11 7 (29.17%) Agile Software Development
11 7 (29.17%) Hudson
12 5 (20.83%) Microsoft Azure
12 5 (20.83%) ASP.NET
12 5 (20.83%) MVC
13 4 (16.67%) SQL
13 4 (16.67%) Software Engineering
13 4 (16.67%) Microsoft
13 4 (16.67%) SDLC
14 3 (12.50%) Mentoring
14 3 (12.50%) Web Development
14 3 (12.50%) Relational Database
14 3 (12.50%) Scrum
14 3 (12.50%) SQL Server Integration Services
14 3 (12.50%) WPF

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 1 (4.17%) CMS
Cloud Services
1 5 (20.83%) Microsoft Azure
2 2 (8.33%) Amazon AWS
Communications & Networking
1 1 (4.17%) HTTP
Database & Business Intelligence
1 8 (33.33%) SQL Server
2 3 (12.50%) Relational Database
2 3 (12.50%) SQL Server Integration Services
3 2 (8.33%) Data Warehouse
3 2 (8.33%) PostgreSQL
4 1 (4.17%) MySQL
4 1 (4.17%) SQL Server Reporting Services
Development Applications
1 14 (58.33%) Git (software)
2 7 (29.17%) Hudson
3 2 (8.33%) NUnit
4 1 (4.17%) Moq
4 1 (4.17%) MSTest
4 1 (4.17%) Team Foundation Server
4 1 (4.17%) Visual Studio
4 1 (4.17%) XMLUnit
General
1 3 (12.50%) Finance
2 1 (4.17%) Advertising
Job Titles
1 23 (95.83%) Developer
2 16 (66.67%) Senior Developer
3 12 (50.00%) Software Developer
4 10 (41.67%) .NET Developer
5 8 (33.33%) Senior Software Developer
6 6 (25.00%) Senior .NET Developer
7 5 (20.83%) C# Developer
8 3 (12.50%) C# .NET Developer
8 3 (12.50%) Senior C# Developer
9 2 (8.33%) .NET Software Developer
10 1 (4.17%) .NET Web Developer
10 1 (4.17%) ASP.NET Developer
10 1 (4.17%) C# Web Developer
10 1 (4.17%) Embedded Engineer
10 1 (4.17%) Embedded Software Engineer
10 1 (4.17%) Senior ASP.NET Developer
10 1 (4.17%) Senior C# .NET Developer
10 1 (4.17%) Senior C# ASP.NET Developer
10 1 (4.17%) SQL Developer
10 1 (4.17%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 18 (75.00%) CSS
1 18 (75.00%) HTML
2 17 (70.83%) AngularJS
3 16 (66.67%) .NET
3 16 (66.67%) .NET Framework
4 13 (54.17%) RESTful
5 5 (20.83%) ASP.NET
6 3 (12.50%) WPF
7 2 (8.33%) jQuery
7 2 (8.33%) React
8 1 (4.17%) .NET Core
8 1 (4.17%) ASP.NET MVC
8 1 (4.17%) Code First Entity Framework
8 1 (4.17%) JSON
8 1 (4.17%) NHibernate
8 1 (4.17%) Node.js
8 1 (4.17%) Spring
8 1 (4.17%) Twitter Bootstrap
8 1 (4.17%) Web Services
8 1 (4.17%) XML
Miscellaneous
1 2 (8.33%) Fintech
1 2 (8.33%) N-Tier
2 1 (4.17%) Analytical Skills
2 1 (4.17%) Device Driver
2 1 (4.17%) Field-Programmable Gate Array
2 1 (4.17%) Self-Motivation
Processes & Methodologies
1 15 (62.50%) Unit Testing
2 13 (54.17%) OO
3 12 (50.00%) Microservices
3 12 (50.00%) OOD
3 12 (50.00%) SOA
4 7 (29.17%) Agile Software Development
5 5 (20.83%) MVC
6 4 (16.67%) SDLC
6 4 (16.67%) Software Engineering
7 3 (12.50%) Mentoring
7 3 (12.50%) Scrum
7 3 (12.50%) Web Development
8 2 (8.33%) TDD
9 1 (4.17%) API Development
9 1 (4.17%) Content Management
9 1 (4.17%) Data Science
9 1 (4.17%) Device Driver Development
9 1 (4.17%) DevOps
9 1 (4.17%) Domain-Driven Design
9 1 (4.17%) SOLID
Programming Languages
1 24 (100.00%) C#
2 19 (79.17%) JavaScript
3 4 (16.67%) SQL
4 2 (8.33%) T-SQL
4 2 (8.33%) TypeScript
5 1 (4.17%) C
5 1 (4.17%) C++
5 1 (4.17%) F#
5 1 (4.17%) Java
5 1 (4.17%) PHP
5 1 (4.17%) R
5 1 (4.17%) XAML
Qualifications
1 1 (4.17%) Degree
Quality Assurance & Compliance
1 1 (4.17%) GDPR
Vendors
1 4 (16.67%) Microsoft