The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
UK / Scotland
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 102 122 116
Rank change year-on-year +20 -6  
Permanent jobs citing Entity Framework 55 40 50
As % of all permanent IT jobs advertised in Scotland 2.04% 1.41% 1.59%
As % of the Libraries, Frameworks & Software Standards category 5.30% 3.81% 4.47%
Number of salaries quoted 46 30 33
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88%  
90% offered a salary of more than £35,000 £39,400 £33,950
10% offered a salary of more than £50,750 £47,500 £50,000
UK excluding London median salary £40,875 £40,000 £40,000
% change year-on-year +2.18% -  

Entity Framework is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Scotland
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 1038 1050 1118
As % of all permanent IT job vacancies advertised in Scotland 38.54% 37.08% 35.51%
Number of salaries quoted 684 552 692
Median salary £40,000 £44,000 £40,000
Median salary % change year-on-year -9.09% +10.00%  
90% offered a salary of more than £30,000 £33,000 £30,000
10% offered a salary of more than £55,000 £51,500 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

Entity Framework
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Entity Framework as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for Entity Framework in Scotland

Entity Framework
Salary Trend in Scotland

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

Salary trend for Entity Framework in Scotland

Entity Framework
Salary Histogram in Scotland

The salary distribution of IT jobs citing Entity Framework in Scotland over the 3 months to 26 June 2017.

Salary histogram for Entity Framework in Scotland

Entity Framework
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the Scotland region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +22 31 £42,500 -5.02% 2
Glasgow +2 22 £45,000 - 2
Aberdeen - 1 £35,000 -
West Lothian - 1 £51,500 -
Entity Framework
UK

For the 6 months to 26 June 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 Scotland region with a requirement for Entity Framework.

1 113 (99.12%) .NET
2 111 (97.37%) C#
3 102 (89.47%) .NET Framework
4 101 (88.60%) MVC
5 100 (87.72%) ASP.NET
6 96 (84.21%) SQL Server
7 86 (75.44%) ASP.NET MVC
8 82 (71.93%) ASP.NET Web API
9 64 (56.14%) Git (software)
10 60 (52.63%) Agile Software Development
11 59 (51.75%) JavaScript
12 54 (47.37%) TDD
13 53 (46.49%) WCF
14 52 (45.61%) AngularJS
15 51 (44.74%) RESTful
16 47 (41.23%) ASP.NET MVC 5
17 46 (40.35%) Code First Entity Framework
17 46 (40.35%) BDD
17 46 (40.35%) NoSQL
17 46 (40.35%) Node.js
17 46 (40.35%) Web Application Development
17 46 (40.35%) Ruby
18 45 (39.47%) HTML
19 41 (35.96%) CSS
20 40 (35.09%) SQL Server 2016
21 32 (28.07%) SQL
22 26 (22.81%) Enterprise Software
23 25 (21.93%) HTML5
24 19 (16.67%) Software Engineering
25 18 (15.79%) Marketing

Entity Framework
Co-occurring IT Skills in Scotland 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 10 (8.77%) CMS
1 10 (8.77%) IIS
2 4 (3.51%) Umbraco
3 1 (0.88%) DNN
Applications
1 9 (7.89%) Photoshop
2 8 (7.02%) Adobe Illustrator
Cloud Services
1 6 (5.26%) Microsoft Azure
2 5 (4.39%) iPaaS
2 5 (4.39%) PaaS
Communications & Networking
1 8 (7.02%) Intranet
Database & Business Intelligence
1 96 (84.21%) SQL Server
2 46 (40.35%) NoSQL
3 40 (35.09%) SQL Server 2016
4 14 (12.28%) SQL Server Reporting Services
5 6 (5.26%) SQL Server 2014
6 5 (4.39%) Azure SQL Database
6 5 (4.39%) Relational Database
7 1 (0.88%) RDBMS
7 1 (0.88%) SQLPlus
Development Applications
1 64 (56.14%) Git (software)
2 18 (15.79%) Visual Studio
3 13 (11.40%) Octopus Deploy
4 8 (7.02%) Dreamweaver
4 8 (7.02%) Moq
4 8 (7.02%) NUnit
5 7 (6.14%) Jenkins
5 7 (6.14%) Maven
6 6 (5.26%) Eclipse
6 6 (5.26%) JUnit
7 5 (4.39%) NSubstitute
7 5 (4.39%) Team Foundation Server
8 2 (1.75%) gulp
9 1 (0.88%) Subversion
General
1 18 (15.79%) Marketing
2 16 (14.04%) Finance
3 12 (10.53%) Advertising
4 11 (9.65%) Automotive
5 6 (5.26%) Games
6 2 (1.75%) Financial Institution
6 2 (1.75%) Manufacturing
Job Titles
1 109 (95.61%) Developer
2 91 (79.82%) .NET Developer
3 31 (27.19%) ASP.NET Developer
4 27 (23.68%) C# Developer
5 20 (17.54%) Senior Developer
6 19 (16.67%) C# .NET Developer
7 18 (15.79%) .NET Software Developer
8 16 (14.04%) ASP.NET MVC Developer
8 16 (14.04%) C# ASP.NET Developer
9 14 (12.28%) Senior .NET Developer
10 12 (10.53%) Full Stack Developer
11 10 (8.77%) Software Developer
12 8 (7.02%) C# Software Developer
13 7 (6.14%) .NET Web Developer
13 7 (6.14%) Web Developer
14 4 (3.51%) Angular Developer
15 3 (2.63%) Junior
15 3 (2.63%) Junior Developer
15 3 (2.63%) SQL Developer
16 2 (1.75%) Development Team Leader
Libraries, Frameworks & Software Standards
1 113 (99.12%) .NET
2 102 (89.47%) .NET Framework
3 100 (87.72%) ASP.NET
4 86 (75.44%) ASP.NET MVC
5 82 (71.93%) ASP.NET Web API
6 53 (46.49%) WCF
7 52 (45.61%) AngularJS
8 51 (44.74%) RESTful
9 47 (41.23%) ASP.NET MVC 5
10 46 (40.35%) Code First Entity Framework
10 46 (40.35%) Node.js
11 45 (39.47%) HTML
12 41 (35.96%) CSS
13 25 (21.93%) HTML5
14 18 (15.79%) jQuery
14 18 (15.79%) REST
15 17 (14.91%) KnockoutJS
15 17 (14.91%) Twitter Bootstrap
16 15 (13.16%) React
17 13 (11.40%) SignalR
Miscellaneous
1 26 (22.81%) Enterprise Software
2 6 (5.26%) Fintech
3 3 (2.63%) Computer Science
4 1 (0.88%) Analytical Skills
4 1 (0.88%) Greenfield Project
Operating Systems
1 3 (2.63%) Windows
Processes & Methodologies
1 101 (88.60%) MVC
2 60 (52.63%) Agile Software Development
3 54 (47.37%) TDD
4 46 (40.35%) BDD
4 46 (40.35%) Web Application Development
5 19 (16.67%) Software Engineering
6 17 (14.91%) Continuous Integration
7 13 (11.40%) Unit Testing
8 12 (10.53%) OO
9 11 (9.65%) Web Development
10 9 (7.89%) Content Management
11 6 (5.26%) Data Modelling
12 4 (3.51%) Dependency Injection
12 4 (3.51%) Mentoring
12 4 (3.51%) OOD
12 4 (3.51%) Project Management
13 3 (2.63%) SDLC
13 3 (2.63%) Test Automation
13 3 (2.63%) Test Strategy
14 2 (1.75%) Cash Management
Programming Languages
1 111 (97.37%) C#
2 59 (51.75%) JavaScript
3 46 (40.35%) Ruby
4 32 (28.07%) SQL
5 11 (9.65%) VB.NET
6 8 (7.02%) T-SQL
7 7 (6.14%) Java
8 5 (4.39%) XPath
9 3 (2.63%) PowerShell
10 2 (1.75%) TypeScript
Qualifications
1 10 (8.77%) Degree
2 3 (2.63%) MCAD
2 3 (2.63%) MCSD
2 3 (2.63%) MCTS
2 3 (2.63%) Microsoft Certification
3 1 (0.88%) Computer Science Degree
Quality Assurance & Compliance
1 4 (3.51%) QA
Vendors
1 17 (14.91%) Microsoft
2 12 (10.53%) Facebook
3 8 (7.02%) Adobe
4 5 (4.39%) MuleSoft
5 1 (0.88%) Oracle
5 1 (0.88%) Xamarin
Edinburgh, Midlothian
Dawson & Walsh
Salary: £40000 - £60000 per annum + Bonus + Pension + Benefits
Posted: 18 hours ago
Edinburgh, Midlothian
Dawson & Walsh
Salary: £30000 - £40000 per annum + Bonus + Pension + Benefits
Posted: 18 hours ago
Glasgow, Lanarkshire
Dawson & Walsh
Salary: £30000 - £60000 per annum + Bonus + Pension + Benefits
Posted: 18 hours ago
Glasgow, Lanarkshire
Leidos
Posted: 17 days ago