The table below looks at the statistics for Entity Framework skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Entity Framework over the 3 months to 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Microsoft ADO.NET Entity Framework
UK / Scotland
Rank 97 120 97
Rank change year-on-year
+23 -23
Permanent jobs citing Entity Framework 34 35 60
As % of all permanent IT jobs located in Scotland 1.51% 1.18% 2.01%
As % of the Libraries, Frameworks & Software Standards category 3.91% 3.25% 5.19%
Number of salaries quoted 29 25 37
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £37,500 £35,000 £29,400
10% offered a salary of more than £47,500 £54,000 £50,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the Scotland region.

Libraries, Frameworks & Software Standards Category
Scotland
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
870 1077 1156
As % of all permanent IT jobs located in Scotland 38.62% 36.31% 38.71%
Number of salaries quoted 544 691 844
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £32,500 £31,500 £28,500
10% offered a salary of more than £59,600 £55,000 £55,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Entity Framework
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Entity Framework as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Entity Framework Jobs Demand Trend 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 across the Scotland region.

Entity Framework Salary Trend in Scotland

Entity Framework
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Entity Framework across the Scotland region over the 3 months to 19 January 2017.

Entity Framework Salary Histogram 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 19 January 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 +19 21 £47,500 +11.76% 3
Glasgow +14 13 £38,750 -3.12% 1
Entity Framework
UK

Entity Framework
Top 30 Related IT Skills in Scotland

For the 6 months to 19 January 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 53 (94.64%) .NET
2 50 (89.29%) C#
3 48 (85.71%) MVC
3 48 (85.71%) .NET Framework
4 42 (75.00%) SQL Server
5 40 (71.43%) JavaScript
5 40 (71.43%) ASP.NET
6 34 (60.71%) AngularJS
7 32 (57.14%) ASP.NET MVC
8 27 (48.21%) Agile Software Development
9 26 (46.43%) HTML
9 26 (46.43%) ASP.NET Web API
10 25 (44.64%) CSS
11 21 (37.50%) Twitter Bootstrap
12 20 (35.71%) TDD
13 19 (33.93%) Git (software)
13 19 (33.93%) Web Development
14 16 (28.57%) BDD
15 14 (25.00%) ASP.NET MVC 5
16 13 (23.21%) Node.js
17 12 (21.43%) KnockoutJS
17 12 (21.43%) Software Engineering
17 12 (21.43%) jQuery
17 12 (21.43%) SQL Server 2014
18 11 (19.64%) WCF
18 11 (19.64%) HTML5
18 11 (19.64%) RESTful
18 11 (19.64%) Microsoft
19 10 (17.86%) SQL
19 10 (17.86%) Finance

Entity Framework
Top Related 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 (17.86%) Umbraco
2 9 (16.07%) IIS
3 3 (5.36%) CMS
3 3 (5.36%) SharePoint
Applications
1 5 (8.93%) MS Excel
2 1 (1.79%) MS Office
Business Applications
1 2 (3.57%) Dynamics CRM
2 1 (1.79%) nopCommerce
Cloud Services
1 9 (16.07%) Microsoft Azure
2 2 (3.57%) SaaS
3 1 (1.79%) Amazon AWS
3 1 (1.79%) Office 365
Communications & Networking
1 2 (3.57%) Internet
2 1 (1.79%) HTTP
Database & Business Intelligence
1 42 (75.00%) SQL Server
2 12 (21.43%) SQL Server 2014
3 10 (17.86%) NoSQL
4 3 (5.36%) SQL Server Reporting Services
5 2 (3.57%) MySQL
5 2 (3.57%) RDBMS
5 2 (3.57%) Relational Database
5 2 (3.57%) SQL Server 2012
6 1 (1.79%) Big Data
6 1 (1.79%) Oracle Database
6 1 (1.79%) Oracle Database 10g
6 1 (1.79%) Oracle Database 11g
6 1 (1.79%) Oracle Database 12c
6 1 (1.79%) SQL Server Integration Services
6 1 (1.79%) TKPROF
Development Applications
1 19 (33.93%) Git (software)
2 5 (8.93%) Jenkins
3 4 (7.14%) Octopus Deploy
4 3 (5.36%) Visual Studio
5 2 (3.57%) Subversion
5 2 (3.57%) TeamCity
6 1 (1.79%) git-flow
6 1 (1.79%) Grunt
6 1 (1.79%) gulp
6 1 (1.79%) SQL Server Management Studio (SSMS)
6 1 (1.79%) Team Foundation Server
6 1 (1.79%) Toad
General
1 10 (17.86%) Finance
1 10 (17.86%) Games
2 5 (8.93%) Marketing
3 2 (3.57%) Automotive
4 1 (1.79%) Advertising
Job Titles
1 47 (83.93%) Developer
2 29 (51.79%) .NET Developer
3 14 (25.00%) Web Developer
4 10 (17.86%) .NET Web Developer
5 9 (16.07%) C# Developer
6 8 (14.29%) Senior Developer
7 7 (12.50%) ASP.NET Developer
7 7 (12.50%) Software Engineer
8 4 (7.14%) ASP.NET MVC Developer
9 3 (5.36%) Full Stack Developer
9 3 (5.36%) Graduate
9 3 (5.36%) Graduate Developer
9 3 (5.36%) Senior Web Developer
9 3 (5.36%) Software Developer
10 2 (3.57%) .NET Software Developer
10 2 (3.57%) C# .NET Developer
10 2 (3.57%) C# ASP.NET Developer
10 2 (3.57%) C# Web Developer
10 2 (3.57%) Senior Software Engineer
10 2 (3.57%) Technical Leader
Libraries, Frameworks & Software Standards
1 53 (94.64%) .NET
2 48 (85.71%) .NET Framework
3 40 (71.43%) ASP.NET
4 34 (60.71%) AngularJS
5 32 (57.14%) ASP.NET MVC
6 26 (46.43%) ASP.NET Web API
6 26 (46.43%) HTML
7 25 (44.64%) CSS
8 21 (37.50%) Twitter Bootstrap
9 14 (25.00%) ASP.NET MVC 5
10 13 (23.21%) Node.js
11 12 (21.43%) jQuery
11 12 (21.43%) KnockoutJS
12 11 (19.64%) HTML5
12 11 (19.64%) RESTful
12 11 (19.64%) WCF
13 10 (17.86%) Code First Entity Framework
14 7 (12.50%) CSS3
15 6 (10.71%) Sass
16 4 (7.14%) SignalR
Miscellaneous
1 5 (8.93%) FMCG
2 4 (7.14%) Enterprise Software
3 3 (5.36%) Analytical Skills
3 3 (5.36%) Mobile App
4 2 (3.57%) Computer Science
5 1 (1.79%) N-Tier
5 1 (1.79%) User Experience
Operating Systems
1 2 (3.57%) Android
1 2 (3.57%) Windows
Processes & Methodologies
1 48 (85.71%) MVC
2 27 (48.21%) Agile Software Development
3 20 (35.71%) TDD
4 19 (33.93%) Web Development
5 16 (28.57%) BDD
6 12 (21.43%) Software Engineering
7 10 (17.86%) Web Application Development
8 9 (16.07%) OO
9 6 (10.71%) Scrum
10 5 (8.93%) Business Development
10 5 (8.93%) Continuous Integration
10 5 (8.93%) Cross-Browser Testing
10 5 (8.93%) Digital Marketing
10 5 (8.93%) Mentoring
11 3 (5.36%) CRM
11 3 (5.36%) Facilities Management
11 3 (5.36%) Responsive Web Design
11 3 (5.36%) SDLC
11 3 (5.36%) Unit Testing
12 2 (3.57%) OOP
Programming Languages
1 50 (89.29%) C#
2 40 (71.43%) JavaScript
3 10 (17.86%) Ruby
3 10 (17.86%) SQL
4 6 (10.71%) Java
5 2 (3.57%) C++
5 2 (3.57%) VB.NET
6 1 (1.79%) PHP
6 1 (1.79%) PL/SQL
6 1 (1.79%) T-SQL
Qualifications
1 4 (7.14%) Microsoft Certification
2 3 (5.36%) Degree
Vendors
1 11 (19.64%) Microsoft
2 9 (16.07%) Oracle
3 1 (1.79%) Xamarin
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