Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 19 January 2019

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 January 2019 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > West Midlands
6 months to
19 Jan 2019		 Same period 2018 Same period 2017
Rank 166 142 114
Rank change year-on-year -24 -28 +40
Permanent jobs citing Entity Framework 114 200 257
As % of all permanent IT jobs advertised in the West Midlands 1.47% 2.03% 2.45%
As % of the Libraries, Frameworks & Software Standards category 5.06% 5.44% 6.95%
Number of salaries quoted 86 185 243
West Midlands median annual salary £43,250 £40,000 £40,000
Median salary % change year-on-year +8.13% - -
10th Percentile £28,500 £29,250 £28,250
90th Percentile £58,750 £53,750 £52,500
England median annual salary £45,000 £45,000 £45,000

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

All Software Libraries and Frameworks
West Midlands
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,251 3,677 3,697
As % of all permanent IT jobs advertised in the West Midlands 29.12% 37.38% 35.21%
Number of salaries quoted 1,826 3,052 3,220
West Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £25,000 £25,000
90th Percentile £70,000 £60,000 £60,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

Entity Framework
Job Vacancy Trend in the West Midlands

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

Job vacancy trend for Entity Framework in the West Midlands

Entity Framework
Salary Trend in the West Midlands

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

Salary trend for Entity Framework in the West Midlands

Entity Framework
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Entity Framework in the West Midlands over the 6 months to 19 January 2019.

Salary histogram for Entity Framework in the West Midlands

Entity Framework
Job Locations in the West Midlands

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 Midlands region over the 6 months to 19 January 2019. 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
Birmingham +18 34 £37,500 -16.67% 10
Warwickshire +14 33 £45,000 +20.00% 6
Staffordshire +16 29 £40,000 - 10
Solihull +5 5 £40,000 +33.33%
Coventry -6 4 £42,000 -16.00% 1
Herefordshire -10 3 £52,500 +41.89%
Worcestershire -33 3 £42,500 +41.67% 1
Walsall - 1 £55,000 - 2
Entity Framework
England

For the 6 months to 19 January 2019, 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 West Midlands region with a requirement for Entity Framework.

1 108 (94.74%) C#
2 91 (79.82%) .NET
3 90 (78.95%) .NET Framework
4 73 (64.04%) JavaScript
4 73 (64.04%) SQL
5 70 (61.40%) HTML
6 67 (58.77%) Agile Software Development
7 57 (50.00%) LINQ
7 57 (50.00%) CSS
8 55 (48.25%) AngularJS
9 50 (43.86%) MVC
10 46 (40.35%) KnockoutJS
11 45 (39.47%) SQL Server
12 43 (37.72%) HTML5
13 41 (35.96%) ASP.NET
13 41 (35.96%) Windows
14 40 (35.09%) Team Foundation Server
15 37 (32.46%) Git (software)
15 37 (32.46%) Visual Studio
16 34 (29.82%) .NET Core
17 31 (27.19%) TDD
17 31 (27.19%) jQuery
18 29 (25.44%) CSS3
19 28 (24.56%) REST
20 27 (23.68%) Greenfield Project
21 26 (22.81%) Microsoft
22 24 (21.05%) Microsoft Azure
23 23 (20.18%) Sass
24 22 (19.30%) Angular 2
24 22 (19.30%) MySQL

Entity Framework
Co-occurring IT Skills in the West Midlands 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 20 (17.54%) Confluence
2 4 (3.51%) SharePoint
3 3 (2.63%) CMS
Applications
1 1 (0.88%) Microsoft Office
Cloud Services
1 24 (21.05%) Microsoft Azure
2 21 (18.42%) NuGet
3 20 (17.54%) npm
4 6 (5.26%) Amazon AWS
4 6 (5.26%) Amazon EC2
5 3 (2.63%) PaaS
6 2 (1.75%) Azure Functions
6 2 (1.75%) IaaS
6 2 (1.75%) Serverless
7 1 (0.88%) SaaS
Communications & Networking
1 16 (14.04%) Internet
2 2 (1.75%) Bluetooth
2 2 (1.75%) Wi-Fi
3 1 (0.88%) SMS
Database & Business Intelligence
1 45 (39.47%) SQL Server
2 22 (19.30%) MySQL
3 21 (18.42%) SQLite
4 12 (10.53%) Relational Database
4 12 (10.53%) SQL Server Analysis Services
5 11 (9.65%) SQL Server Reporting Services
6 6 (5.26%) Amazon RDS
6 6 (5.26%) SQL Server Integration Services
7 5 (4.39%) NoSQL
8 4 (3.51%) Power BI
9 3 (2.63%) MongoDB
9 3 (2.63%) RDBMS
10 2 (1.75%) Cloud Spanner
10 2 (1.75%) Redis
10 2 (1.75%) SQL Server 2012
11 1 (0.88%) RavenDB
11 1 (0.88%) SQL Server 2008
Development Applications
1 40 (35.09%) Team Foundation Server
2 37 (32.46%) Git (software)
2 37 (32.46%) Visual Studio
3 20 (17.54%) Visual Studio Code
4 14 (12.28%) NUnit
5 9 (7.89%) ReSharper
5 9 (7.89%) webpack
6 8 (7.02%) Jasmine
6 8 (7.02%) Karma Test Runner
6 8 (7.02%) NSubstitute
6 8 (7.02%) PhantomJS
7 6 (5.26%) Selenium
8 4 (3.51%) JIRA
8 4 (3.51%) SpecFlow
8 4 (3.51%) Subversion
8 4 (3.51%) Visual Studio Team System
9 2 (1.75%) Jenkins
9 2 (1.75%) Moq
9 2 (1.75%) MSTest
9 2 (1.75%) TeamCity
General
1 20 (17.54%) Finance
2 6 (5.26%) Law
3 5 (4.39%) Retail
4 3 (2.63%) Legal
5 1 (0.88%) Advertising
5 1 (0.88%) Automotive
5 1 (0.88%) Financial Institution
5 1 (0.88%) Games
5 1 (0.88%) Local Government
5 1 (0.88%) Manufacturing
5 1 (0.88%) Marketing
Job Titles
1 108 (94.74%) Developer
2 42 (36.84%) .NET Developer
3 32 (28.07%) Software Developer
4 29 (25.44%) C# Developer
5 22 (19.30%) Senior Developer
6 20 (17.54%) Full Stack Developer
7 13 (11.40%) C# .NET Developer
7 13 (11.40%) Web Developer
8 11 (9.65%) ASP.NET Developer
8 11 (9.65%) Senior .NET Developer
8 11 (9.65%) Senior C# Developer
9 8 (7.02%) C# Software Developer
10 6 (5.26%) ASP.NET MVC Developer
10 6 (5.26%) C# ASP.NET Developer
11 5 (4.39%) .NET Software Developer
11 5 (4.39%) Full Stack Web Developer
12 4 (3.51%) JavaScript Developer
12 4 (3.51%) Junior
12 4 (3.51%) Junior Developer
12 4 (3.51%) SQL Developer
Libraries, Frameworks & Software Standards
1 91 (79.82%) .NET
2 90 (78.95%) .NET Framework
3 70 (61.40%) HTML
4 57 (50.00%) CSS
4 57 (50.00%) LINQ
5 55 (48.25%) AngularJS
6 46 (40.35%) KnockoutJS
7 43 (37.72%) HTML5
8 41 (35.96%) ASP.NET
9 34 (29.82%) .NET Core
10 31 (27.19%) jQuery
11 29 (25.44%) CSS3
12 28 (24.56%) REST
13 23 (20.18%) Sass
14 22 (19.30%) Angular 2
15 20 (17.54%) Vue.js
16 19 (16.67%) Code First Entity Framework
17 17 (14.91%) ASP.NET MVC
18 16 (14.04%) ASP.NET Web API
19 15 (13.16%) RESTful
Miscellaneous
1 27 (23.68%) Greenfield Project
2 21 (18.42%) CCTV
3 16 (14.04%) Internet of Things
4 8 (7.02%) SCADA
5 4 (3.51%) Replication
5 4 (3.51%) User Experience
6 2 (1.75%) EMV
7 1 (0.88%) Enterprise Software
7 1 (0.88%) Mobile App
7 1 (0.88%) N-Tier
Operating Systems
1 41 (35.96%) Windows
2 20 (17.54%) Windows 10
3 5 (4.39%) Android
3 5 (4.39%) Apple iOS
4 3 (2.63%) Windows 8
5 2 (1.75%) Windows Server
5 2 (1.75%) Windows Server 2008
Processes & Methodologies
1 67 (58.77%) Agile Software Development
2 50 (43.86%) MVC
3 31 (27.19%) TDD
4 17 (14.91%) Scrum
5 15 (13.16%) Web Development
6 13 (11.40%) OOD
7 12 (10.53%) Unit Testing
8 11 (9.65%) Inversion of Control
9 10 (8.77%) OOP
10 8 (7.02%) BDD
10 8 (7.02%) Dependency Injection
10 8 (7.02%) SDLC
11 6 (5.26%) Collaborative Working
11 6 (5.26%) Migration
12 5 (4.39%) Continuous Integration
12 5 (4.39%) Customer Requirements
12 5 (4.39%) Front End Development
12 5 (4.39%) OO
12 5 (4.39%) Responsive Web Design
12 5 (4.39%) Test Automation
Programming Languages
1 108 (94.74%) C#
2 73 (64.04%) JavaScript
2 73 (64.04%) SQL
3 17 (14.91%) T-SQL
4 10 (8.77%) VB.NET
5 8 (7.02%) VBScript
6 5 (4.39%) TypeScript
7 3 (2.63%) PL/SQL
7 3 (2.63%) VB
7 3 (2.63%) VB6
7 3 (2.63%) XAML
8 2 (1.75%) PowerShell
9 1 (0.88%) F#
9 1 (0.88%) Ruby
Qualifications
1 13 (11.40%) Degree
1 13 (11.40%) Security Cleared
2 3 (2.63%) Computer Science Degree
2 3 (2.63%) Numerate Degree
3 2 (1.75%) SC Cleared
4 1 (0.88%) Microsoft Certification
System Software
1 8 (7.02%) Active Directory
2 2 (1.75%) Docker
Vendors
1 26 (22.81%) Microsoft
2 21 (18.42%) Atlassian
3 16 (14.04%) BT
4 7 (6.14%) Oracle
5 6 (5.26%) DevExpress
6 4 (3.51%) Xamarin
7 3 (2.63%) Alteryx
7 3 (2.63%) Cognos
7 3 (2.63%) Tableau
8 1 (0.88%) Altova