Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 > Glasgow
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 84 95 90
Rank change year-on-year +11 -5 +29
Permanent jobs citing Entity Framework 63 41 69
As % of all permanent IT jobs advertised in Glasgow 2.76% 1.89% 2.68%
As % of the Libraries, Frameworks & Software Standards category 6.36% 4.15% 6.67%
Number of salaries quoted 39 35 51
Glasgow median annual salary £47,000 £40,000 £42,500
Median salary % change year-on-year +17.50% -5.88% -5.56%
10th Percentile £30,750 £29,850 £28,750
90th Percentile £62,500 £56,250 £55,000
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 Glasgow with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Glasgow
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 991 989 1035
As % of all permanent IT jobs advertised in Glasgow 43.46% 45.68% 40.26%
Number of salaries quoted 616 536 614
Glasgow median annual salary £47,250 £40,000 £40,000
Median salary % change year-on-year +18.13% - -
10th Percentile £31,438 £28,750 £28,250
90th Percentile £65,000 £57,500 £56,250
Scotland median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Entity Framework
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Entity Framework in Glasgow

Entity Framework
Salary Trend in Glasgow

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

Salary trend for Entity Framework in Glasgow

Entity Framework
Salary Histogram in Glasgow

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

Salary histogram for Entity Framework in Glasgow

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 Glasgow region with a requirement for Entity Framework.

1 63 (100.00%) C#
1 63 (100.00%) .NET
2 60 (95.24%) ASP.NET
3 59 (93.65%) MVC
4 53 (84.13%) .NET Framework
5 48 (76.19%) SQL Server
6 36 (57.14%) CSS
6 36 (57.14%) HTML
7 33 (52.38%) ASP.NET MVC
8 30 (47.62%) SQL
9 28 (44.44%) JavaScript
9 28 (44.44%) Agile Software Development
9 28 (44.44%) Continuous Integration
10 27 (42.86%) Git (software)
10 27 (42.86%) AngularJS
11 26 (41.27%) HTML5
11 26 (41.27%) TDD
11 26 (41.27%) OO
11 26 (41.27%) Microsoft
12 25 (39.68%) ASP.NET Web API
13 20 (31.75%) CSS3
14 18 (28.57%) React
15 17 (26.98%) SignalR
15 17 (26.98%) SQL Server Reporting Services
16 16 (25.40%) Visual Studio
16 16 (25.40%) Unit Testing
16 16 (25.40%) WPF
17 15 (23.81%) jQuery
17 15 (23.81%) IIS
18 12 (19.05%) REST

Entity Framework
Co-occurring IT Skills in Glasgow 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 15 (23.81%) IIS
2 10 (15.87%) SharePoint
3 9 (14.29%) Umbraco
4 2 (3.17%) CMS
Applications
1 2 (3.17%) Adobe Illustrator
1 2 (3.17%) Photoshop
Business Applications
1 1 (1.59%) Dynamics CRM
Cloud Services
1 2 (3.17%) Amazon AWS
1 2 (3.17%) Amazon SQS
1 2 (3.17%) Google Cloud Platform
1 2 (3.17%) Microsoft Azure
2 1 (1.59%) SaaS
Communications & Networking
1 2 (3.17%) HTTP
1 2 (3.17%) Intranet
Database & Business Intelligence
1 48 (76.19%) SQL Server
2 17 (26.98%) SQL Server Reporting Services
3 11 (17.46%) Relational Database
4 8 (12.70%) NoSQL
5 6 (9.52%) SQL Server 2016
6 2 (3.17%) Apache Cassandra
6 2 (3.17%) CouchDB
6 2 (3.17%) DocumentDB
6 2 (3.17%) Oracle Database
6 2 (3.17%) Oracle Database 10g
6 2 (3.17%) Oracle Database 11g
6 2 (3.17%) Oracle Database 12c
6 2 (3.17%) RDBMS
6 2 (3.17%) TKPROF
7 1 (1.59%) Crystal Reports
7 1 (1.59%) Oracle Reports
Development Applications
1 27 (42.86%) Git (software)
2 16 (25.40%) Visual Studio
3 10 (15.87%) Octopus Deploy
3 10 (15.87%) Team Foundation Server
4 9 (14.29%) Moq
4 9 (14.29%) NUnit
5 2 (3.17%) Dreamweaver
5 2 (3.17%) Toad
6 1 (1.59%) TeamCity
General
1 10 (15.87%) Automotive
2 6 (9.52%) Advertising
3 2 (3.17%) Banking
Job Titles
1 54 (85.71%) Developer
2 51 (80.95%) .NET Developer
3 17 (26.98%) ASP.NET Developer
4 10 (15.87%) Full Stack Developer
5 9 (14.29%) .NET Software Developer
5 9 (14.29%) Development Team Leader
5 9 (14.29%) Software Developer
5 9 (14.29%) SQL Developer
5 9 (14.29%) Team Leader
6 8 (12.70%) C# .NET Developer
6 8 (12.70%) C# Developer
7 7 (11.11%) ASP.NET MVC Developer
7 7 (11.11%) C# Software Developer
7 7 (11.11%) Microsoft Developer
8 6 (9.52%) C# ASP.NET Developer
8 6 (9.52%) Senior Developer
9 5 (7.94%) Senior .NET Developer
10 4 (6.35%) Senior .NET Software Developer
10 4 (6.35%) Senior Software Developer
11 2 (3.17%) Senior C# Software Developer
Libraries, Frameworks & Software Standards
1 63 (100.00%) .NET
2 60 (95.24%) ASP.NET
3 53 (84.13%) .NET Framework
4 36 (57.14%) CSS
4 36 (57.14%) HTML
5 33 (52.38%) ASP.NET MVC
6 27 (42.86%) AngularJS
7 26 (41.27%) HTML5
8 25 (39.68%) ASP.NET Web API
9 20 (31.75%) CSS3
10 18 (28.57%) React
11 17 (26.98%) SignalR
12 16 (25.40%) WPF
13 15 (23.81%) jQuery
14 12 (19.05%) REST
15 10 (15.87%) JSON
15 10 (15.87%) KnockoutJS
16 9 (14.29%) Unity DI Container
17 8 (12.70%) WCF
18 6 (9.52%) RESTful
Miscellaneous
1 6 (9.52%) Enterprise Software
2 2 (3.17%) Algorithms
3 1 (1.59%) Computer Science
Processes & Methodologies
1 59 (93.65%) MVC
2 28 (44.44%) Agile Software Development
2 28 (44.44%) Continuous Integration
3 26 (41.27%) OO
3 26 (41.27%) TDD
4 16 (25.40%) Unit Testing
5 10 (15.87%) Web Development
6 9 (14.29%) Collaborative Working
6 9 (14.29%) Data Modelling
6 9 (14.29%) Dependency Injection
6 9 (14.29%) OOD
6 9 (14.29%) Project Management
7 7 (11.11%) Front End Development
8 6 (9.52%) BDD
8 6 (9.52%) Web Application Development
9 4 (6.35%) Scrum
10 3 (4.76%) Line Management
11 2 (3.17%) Concurrent Programming
11 2 (3.17%) Mentoring
11 2 (3.17%) Microservices
Programming Languages
1 63 (100.00%) C#
2 30 (47.62%) SQL
3 28 (44.44%) JavaScript
4 10 (15.87%) VB.NET
5 6 (9.52%) Ruby
5 6 (9.52%) T-SQL
6 4 (6.35%) PowerShell
7 2 (3.17%) PL/SQL
Qualifications
1 9 (14.29%) Degree
2 8 (12.70%) MCAD
2 8 (12.70%) MCSD
2 8 (12.70%) MCTS
2 8 (12.70%) Microsoft Certification
3 1 (1.59%) Computer Science Degree
Quality Assurance & Compliance
1 9 (14.29%) QA
Vendors
1 26 (41.27%) Microsoft
2 6 (9.52%) Facebook
3 2 (3.17%) Adobe
3 2 (3.17%) Google
3 2 (3.17%) Oracle