Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 140 149 162
Rank change year-on-year +9 +13 -30
Permanent jobs citing Entity Framework 68 85 111
As % of all permanent IT jobs advertised in Leeds 1.38% 1.62% 1.62%
As % of the Libraries, Frameworks & Software Standards category 3.64% 4.37% 3.89%
Number of salaries quoted 66 82 76
Leeds median annual salary £41,000 £42,500 £42,500
Median salary % change year-on-year -3.53% - +6.25%
10th Percentile £32,500 £29,775 £29,375
90th Percentile £48,750 £52,375 £52,500
West Yorkshire median annual salary £43,000 £42,500 £42,500
% change year-on-year +1.18% - +6.25%

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

All Software Libraries and Frameworks
Leeds
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,866 1,947 2,851
As % of all permanent IT jobs advertised in Leeds 37.74% 37.03% 41.62%
Number of salaries quoted 1,689 1,749 2,329
Leeds median annual salary £45,000 £44,000 £41,000
Median salary % change year-on-year +2.27% +7.32% +2.50%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £61,250 £58,750 £60,000
West Yorkshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +3.90%

Entity Framework
Job Vacancy Trend in Leeds

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

Job vacancy trend for Entity Framework in Leeds

Entity Framework
Salary Trend in Leeds

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

Salary trend for Entity Framework in Leeds

Entity Framework
Salary Histogram in Leeds

The salary distribution of IT jobs citing Entity Framework in Leeds over the 6 months to 19 February 2018.

Salary histogram for Entity Framework in Leeds

For the 6 months to 19 February 2018, 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 Leeds region with a requirement for Entity Framework.

1 65 (95.59%) C#
2 64 (94.12%) .NET
2 64 (94.12%) .NET Framework
3 59 (86.76%) ASP.NET
3 59 (86.76%) MVC
4 50 (73.53%) JavaScript
5 42 (61.76%) Agile Software Development
6 41 (60.29%) SQL
6 41 (60.29%) SQL Server
6 41 (60.29%) ASP.NET MVC
7 36 (52.94%) TDD
8 33 (48.53%) CSS
8 33 (48.53%) Microsoft
9 29 (42.65%) HTML
10 27 (39.71%) Enterprise Software
11 24 (35.29%) Unit Testing
12 23 (33.82%) AngularJS
12 23 (33.82%) Scrum
13 22 (32.35%) BDD
14 17 (25.00%) ASP.NET Web API
15 15 (22.06%) Software Engineering
16 14 (20.59%) Finance
17 12 (17.65%) Pair Programming
17 12 (17.65%) OO
17 12 (17.65%) Git (software)
18 11 (16.18%) HTML5
18 11 (16.18%) jQuery
18 11 (16.18%) SDLC
19 10 (14.71%) Ajax
20 9 (13.24%) Web Services

Entity Framework
Co-occurring IT Skills in Leeds 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 5 (7.35%) Confluence
2 3 (4.41%) CMS
3 1 (1.47%) Apache
3 1 (1.47%) Apache Spark
3 1 (1.47%) IIS
3 1 (1.47%) Sitecore CMS
Cloud Services
1 7 (10.29%) Microsoft Azure
2 3 (4.41%) npm
3 1 (1.47%) Amazon AWS
Communications & Networking
1 3 (4.41%) PPP
Database & Business Intelligence
1 41 (60.29%) SQL Server
2 7 (10.29%) SQL Server Integration Services
3 3 (4.41%) Hadoop
3 3 (4.41%) Snowflake Schema
3 3 (4.41%) SQL Server 2005
4 2 (2.94%) MongoDB
4 2 (2.94%) NoSQL
4 2 (2.94%) RavenDB
4 2 (2.94%) SQL Server 2008
5 1 (1.47%) Event Store
5 1 (1.47%) RDBMS
5 1 (1.47%) Relational Database
5 1 (1.47%) Riak
5 1 (1.47%) SQL Server Analysis Services
5 1 (1.47%) SQL Server Reporting Services
Development Applications
1 12 (17.65%) Git (software)
2 8 (11.76%) Subversion
2 8 (11.76%) Team Foundation Server
3 7 (10.29%) JIRA
4 5 (7.35%) Octopus Deploy
4 5 (7.35%) TeamCity
4 5 (7.35%) Visual Studio
5 3 (4.41%) NuGet
5 3 (4.41%) NUnit
6 2 (2.94%) Selenium
7 1 (1.47%) SpecFlow
General
1 14 (20.59%) Finance
2 8 (11.76%) Retail
3 4 (5.88%) Games
4 1 (1.47%) Law
4 1 (1.47%) Pharmaceutical
Job Titles
1 66 (97.06%) Developer
2 46 (67.65%) .NET Developer
3 38 (55.88%) C# Developer
4 35 (51.47%) C# .NET Developer
5 21 (30.88%) ASP.NET MVC Developer
6 20 (29.41%) ASP.NET Developer
6 20 (29.41%) C# ASP.NET Developer
7 17 (25.00%) Software Developer
8 7 (10.29%) .NET Software Developer
8 7 (10.29%) C# Software Developer
9 6 (8.82%) Senior Developer
9 6 (8.82%) SQL Developer
10 4 (5.88%) Web Developer
11 3 (4.41%) Full Stack Developer
11 3 (4.41%) Senior .NET Developer
11 3 (4.41%) Senior ASP.NET Developer
11 3 (4.41%) Senior ASP.NET MVC Developer
11 3 (4.41%) Senior C# .NET Developer
11 3 (4.41%) Senior C# ASP.NET Developer
11 3 (4.41%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 64 (94.12%) .NET
1 64 (94.12%) .NET Framework
2 59 (86.76%) ASP.NET
3 41 (60.29%) ASP.NET MVC
4 33 (48.53%) CSS
5 29 (42.65%) HTML
6 23 (33.82%) AngularJS
7 17 (25.00%) ASP.NET Web API
8 11 (16.18%) HTML5
8 11 (16.18%) jQuery
9 10 (14.71%) Ajax
10 9 (13.24%) Apache Flex
10 9 (13.24%) Web Services
11 6 (8.82%) LINQ
12 5 (7.35%) KnockoutJS
12 5 (7.35%) Twitter Bootstrap
13 3 (4.41%) ASP.NET Web Forms
13 3 (4.41%) CSS3
13 3 (4.41%) JSON
13 3 (4.41%) REST
Miscellaneous
1 27 (39.71%) Enterprise Software
2 4 (5.88%) User Experience
3 2 (2.94%) Greenfield Project
4 1 (1.47%) Mobile App
4 1 (1.47%) NHS
Operating Systems
1 2 (2.94%) Windows
Processes & Methodologies
1 59 (86.76%) MVC
2 42 (61.76%) Agile Software Development
3 36 (52.94%) TDD
4 24 (35.29%) Unit Testing
5 23 (33.82%) Scrum
6 22 (32.35%) BDD
7 15 (22.06%) Software Engineering
8 12 (17.65%) OO
8 12 (17.65%) Pair Programming
9 11 (16.18%) SDLC
10 7 (10.29%) OOP
10 7 (10.29%) SOLID
11 5 (7.35%) Continuous Integration
11 5 (7.35%) Domain-Driven Design
12 4 (5.88%) Web Development
13 3 (4.41%) Data Modelling
13 3 (4.41%) ETL
13 3 (4.41%) Health Informatics
13 3 (4.41%) Informatics
13 3 (4.41%) Prototyping
Programming Languages
1 65 (95.59%) C#
2 50 (73.53%) JavaScript
3 41 (60.29%) SQL
4 6 (8.82%) T-SQL
5 5 (7.35%) Python
6 3 (4.41%) TypeScript
7 1 (1.47%) PowerShell
System Software
1 1 (1.47%) Docker
Systems Management
1 4 (5.88%) Puppet
2 3 (4.41%) Ansible
2 3 (4.41%) Opscode Chef
3 1 (1.47%) Grafana
Vendors
1 33 (48.53%) Microsoft
2 6 (8.82%) Google
2 6 (8.82%) Twitter
3 2 (2.94%) Sitecore
4 1 (1.47%) Rackspace
4 1 (1.47%) Splunk
4 1 (1.47%) Xamarin