Period
to 23 January 2019

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 23 January 2019 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
Scotland > Edinburgh
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 123 122 103
Rank change year-on-year -1 -19 +33
Permanent jobs citing Entity Framework 23 30 28
As % of all permanent IT jobs advertised in Edinburgh 0.94% 1.13% 1.28%
As % of the Libraries, Frameworks & Software Standards category 2.39% 3.01% 3.44%
Number of salaries quoted 18 21 27
Edinburgh median annual salary £57,500 £40,000 £47,500
Median salary % change year-on-year +43.75% -15.79% +8.57%
10th Percentile £32,500 £32,500 £27,500
90th Percentile £62,500 £73,750 £51,250
Scotland median annual salary £40,000 £44,000 £42,500
% change year-on-year -9.09% +3.53% -

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 963 998 815
As % of all permanent IT jobs advertised in Edinburgh 39.50% 37.56% 37.33%
Number of salaries quoted 619 660 560
Edinburgh median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% -
10th Percentile £31,250 £28,000 £27,500
90th Percentile £67,500 £65,000 £60,000
Scotland median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

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 23 January 2019.

Salary histogram for Entity Framework in Edinburgh

For the 6 months to 23 January 2019, 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 23 (100.00%) C#
2 20 (86.96%) JavaScript
3 19 (82.61%) HTML
3 19 (82.61%) CSS
4 17 (73.91%) .NET
4 17 (73.91%) .NET Framework
5 15 (65.22%) AngularJS
6 13 (56.52%) Git (software)
7 12 (52.17%) Unit Testing
8 10 (43.48%) OOD
8 10 (43.48%) SOA
8 10 (43.48%) OO
8 10 (43.48%) RESTful
8 10 (43.48%) Microservices
9 8 (34.78%) SQL Server
9 8 (34.78%) Agile Software Development
10 7 (30.43%) ASP.NET
10 7 (30.43%) Hudson
11 5 (21.74%) SQL Server Integration Services
11 5 (21.74%) SQL
11 5 (21.74%) MVC
11 5 (21.74%) Microsoft Azure
11 5 (21.74%) jQuery
11 5 (21.74%) SDLC
12 4 (17.39%) Microsoft
13 3 (13.04%) Scrum
13 3 (13.04%) Degree
13 3 (13.04%) SQL Server Reporting Services
13 3 (13.04%) Team Foundation Server
13 3 (13.04%) Web 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 1 (4.35%) CMS
1 1 (4.35%) SharePoint
1 1 (4.35%) SharePoint 2013
Cloud Services
1 5 (21.74%) Microsoft Azure
2 1 (4.35%) Amazon AWS
2 1 (4.35%) PaaS
Communications & Networking
1 1 (4.35%) HTTP
Database & Business Intelligence
1 8 (34.78%) SQL Server
2 5 (21.74%) SQL Server Integration Services
3 3 (13.04%) SQL Server Reporting Services
4 2 (8.70%) Data Warehouse
4 2 (8.70%) PostgreSQL
4 2 (8.70%) Relational Database
5 1 (4.35%) Cosmos DB
5 1 (4.35%) MySQL
5 1 (4.35%) NoSQL
Development Applications
1 13 (56.52%) Git (software)
2 7 (30.43%) Hudson
3 3 (13.04%) Team Foundation Server
4 2 (8.70%) Visual Studio
5 1 (4.35%) Cucumber
5 1 (4.35%) MSTest
5 1 (4.35%) NUnit
5 1 (4.35%) Selenium
5 1 (4.35%) XMLUnit
General
1 2 (8.70%) Finance
2 1 (4.35%) Advertising
Job Titles
1 21 (91.30%) Developer
2 14 (60.87%) Senior Developer
3 11 (47.83%) .NET Developer
3 11 (47.83%) Software Developer
4 7 (30.43%) C# Developer
5 6 (26.09%) Senior .NET Developer
5 6 (26.09%) Senior Software Developer
6 5 (21.74%) C# .NET Developer
7 4 (17.39%) .NET Software Developer
8 3 (13.04%) C# Software Developer
8 3 (13.04%) Senior C# Developer
8 3 (13.04%) SQL Developer
8 3 (13.04%) SQL Server Developer
9 1 (4.35%) .NET Web Developer
9 1 (4.35%) C# Web Developer
9 1 (4.35%) Senior .NET Consultant
9 1 (4.35%) Senior ASP.NET Developer
9 1 (4.35%) Senior Microsoft Consultant
9 1 (4.35%) Senior Technical Consultant
9 1 (4.35%) Technical Leader
Libraries, Frameworks & Software Standards
1 19 (82.61%) CSS
1 19 (82.61%) HTML
2 17 (73.91%) .NET
2 17 (73.91%) .NET Framework
3 15 (65.22%) AngularJS
4 10 (43.48%) RESTful
5 7 (30.43%) ASP.NET
6 5 (21.74%) jQuery
7 3 (13.04%) ASP.NET MVC
8 2 (8.70%) React
8 2 (8.70%) WPF
8 2 (8.70%) XML
9 1 (4.35%) ASP.NET Web API
9 1 (4.35%) Code First Entity Framework
9 1 (4.35%) Hibernate
9 1 (4.35%) HTML5
9 1 (4.35%) JSON
9 1 (4.35%) Spring
9 1 (4.35%) Twitter Bootstrap
9 1 (4.35%) Web Services
Miscellaneous
1 2 (8.70%) Fintech
1 2 (8.70%) N-Tier
2 1 (4.35%) Analytical Skills
2 1 (4.35%) Enterprise Software
2 1 (4.35%) Self-Motivation
Processes & Methodologies
1 12 (52.17%) Unit Testing
2 10 (43.48%) Microservices
2 10 (43.48%) OO
2 10 (43.48%) OOD
2 10 (43.48%) SOA
3 8 (34.78%) Agile Software Development
4 5 (21.74%) MVC
4 5 (21.74%) SDLC
5 3 (13.04%) Mentoring
5 3 (13.04%) Problem-Solving
5 3 (13.04%) Scrum
5 3 (13.04%) Web Development
6 2 (8.70%) Data Science
6 2 (8.70%) Machine Learning
6 2 (8.70%) Software Engineering
6 2 (8.70%) Statistics
6 2 (8.70%) TDD
7 1 (4.35%) API Development
7 1 (4.35%) Continuous Deployment
7 1 (4.35%) DevOps
Programming Languages
1 23 (100.00%) C#
2 20 (86.96%) JavaScript
3 5 (21.74%) SQL
4 2 (8.70%) F#
4 2 (8.70%) PowerShell
4 2 (8.70%) R
4 2 (8.70%) T-SQL
4 2 (8.70%) TypeScript
5 1 (4.35%) Java
5 1 (4.35%) PHP
Qualifications
1 3 (13.04%) Degree
2 1 (4.35%) Security Cleared
Quality Assurance & Compliance
1 1 (4.35%) GDPR
1 1 (4.35%) QA
Vendors
1 4 (17.39%) Microsoft