Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West Lothian 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 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
Scotland > West Lothian
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 23 - 24
Rank change year-on-year - +24 -9
Permanent jobs citing Entity Framework 5 0 3
As % of all permanent IT jobs advertised in West Lothian 5.62% - 1.97%
As % of the Libraries, Frameworks & Software Standards category 12.20% - 6.38%
Number of salaries quoted 4 0 3
West Lothian median annual salary £50,500 - £45,000
10th Percentile £37,025 - £33,750
90th Percentile £59,625 - £50,000
Scotland median annual salary £40,000 £42,000 £42,500
% change year-on-year -4.76% -1.18% -

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 West Lothian with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
West Lothian
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 41 29 47
As % of all permanent IT jobs advertised in West Lothian 46.07% 34.94% 30.92%
Number of salaries quoted 30 26 34
West Lothian median annual salary £40,000 £38,750 £35,000
Median salary % change year-on-year +3.23% +10.71% -6.67%
10th Percentile £27,150 £30,000 £26,250
90th Percentile £45,025 £47,500 £52,125
Scotland median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Entity Framework
Job Vacancy Trend in West Lothian

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

Job vacancy trend for Entity Framework in West Lothian

Entity Framework
Salary Trend in West Lothian

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

Salary trend for Entity Framework in West Lothian

Entity Framework
Salary Histogram in West Lothian

The salary distribution of IT jobs citing Entity Framework in West Lothian over the 6 months to 23 November 2017.

Salary histogram for Entity Framework in West Lothian

Entity Framework
Job Locations in West Lothian

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the West Lothian region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Livingston - 5 £50,500 -
Entity Framework
Scotland

For the 6 months to 23 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 West Lothian region with a requirement for Entity Framework.

1 5 (100.00%) .NET
1 5 (100.00%) C#
1 5 (100.00%) .NET Framework
2 4 (80.00%) SQL Server
3 3 (60.00%) MVC
4 2 (40.00%) HTML
4 2 (40.00%) ASP.NET
4 2 (40.00%) SMS
4 2 (40.00%) RESTful
4 2 (40.00%) HTML5
4 2 (40.00%) AngularJS
4 2 (40.00%) Software Engineering
4 2 (40.00%) SQL Server 2014
5 1 (20.00%) Jenkins
5 1 (20.00%) Twitter Bootstrap
5 1 (20.00%) ASP.NET Web API
5 1 (20.00%) React
5 1 (20.00%) Amazon AWS
5 1 (20.00%) ASP.NET MVC
5 1 (20.00%) SaaS
5 1 (20.00%) Unit Testing
5 1 (20.00%) Git (software)
5 1 (20.00%) Microsoft
5 1 (20.00%) Manufacturing

Entity Framework
Co-occurring IT Skills in West Lothian 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:

Cloud Services
1 1 (20.00%) Amazon AWS
1 1 (20.00%) SaaS
Communications & Networking
1 2 (40.00%) SMS
Database & Business Intelligence
1 4 (80.00%) SQL Server
2 2 (40.00%) SQL Server 2014
Development Applications
1 1 (20.00%) Git (software)
1 1 (20.00%) Jenkins
General
1 1 (20.00%) Manufacturing
Job Titles
1 2 (40.00%) Developer
1 2 (40.00%) Senior Software Engineer
1 2 (40.00%) Software Engineer
2 1 (20.00%) .NET Developer
2 1 (20.00%) C# Developer
2 1 (20.00%) C# Software Developer
2 1 (20.00%) Lead C# Developer
2 1 (20.00%) Lead Developer
2 1 (20.00%) Lead Software Developer
2 1 (20.00%) Senior .NET Developer
2 1 (20.00%) Senior Developer
2 1 (20.00%) Software Developer
2 1 (20.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 5 (100.00%) .NET
1 5 (100.00%) .NET Framework
2 2 (40.00%) AngularJS
2 2 (40.00%) ASP.NET
2 2 (40.00%) HTML
2 2 (40.00%) HTML5
2 2 (40.00%) RESTful
3 1 (20.00%) ASP.NET MVC
3 1 (20.00%) ASP.NET Web API
3 1 (20.00%) React
3 1 (20.00%) Twitter Bootstrap
Processes & Methodologies
1 3 (60.00%) MVC
2 2 (40.00%) Software Engineering
3 1 (20.00%) Unit Testing
Programming Languages
1 5 (100.00%) C#
Vendors
1 1 (20.00%) Microsoft