Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 21 October 2018

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 21 October 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > West Midlands
6 months to
21 Oct 2018		 Same period 2017 Same period 2016
Rank 144 146 140
Rank change year-on-year +2 -6 +55
Permanent jobs citing Entity Framework 163 203 239
As % of all permanent IT jobs advertised in the West Midlands 1.90% 2.06% 2.03%
As % of the Libraries, Frameworks & Software Standards category 6.10% 5.21% 5.82%
Number of salaries quoted 140 200 244
West Midlands median annual salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.90% +2.67%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £53,750 £55,000 £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 2,670 3,899 4,108
As % of all permanent IT jobs advertised in the West Midlands 31.12% 39.50% 34.85%
Number of salaries quoted 2,264 3,371 3,474
West Midlands median annual salary £42,500 £39,500 £37,500
Median salary % change year-on-year +7.59% +5.33% -
10th Percentile £25,000 £24,500 £23,500
90th Percentile £67,500 £58,750 £58,750
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 21 October 2018.

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 21 October 2018. 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 +6 62 £37,500 -21.05% 19
Staffordshire +36 49 £40,000 +10.34% 7
Warwickshire +26 26 £45,000 +20.00% 5
Coventry -10 10 £50,000 +20.48%
Sutton Coldfield -21 10 £40,000 -11.11% 1
Solihull 0 3 £40,000 -15.79% 1
Herefordshire +3 2 £52,500 +40.00% 2
Worcestershire -23 2 £35,000 +16.67%
Entity Framework
England

For the 6 months to 21 October 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 West Midlands region with a requirement for Entity Framework.

1 150 (92.02%) C#
2 127 (77.91%) .NET
3 126 (77.30%) .NET Framework
4 98 (60.12%) JavaScript
5 96 (58.90%) SQL
6 92 (56.44%) SQL Server
7 90 (55.21%) HTML
8 87 (53.37%) CSS
9 84 (51.53%) ASP.NET
10 82 (50.31%) MVC
11 76 (46.63%) Agile Software Development
12 65 (39.88%) AngularJS
13 62 (38.04%) LINQ
14 53 (32.52%) Windows
15 51 (31.29%) Microsoft Azure
16 47 (28.83%) KnockoutJS
16 47 (28.83%) Visual Studio
17 46 (28.22%) Microsoft
18 43 (26.38%) HTML5
18 43 (26.38%) jQuery
19 42 (25.77%) T-SQL
20 41 (25.15%) Finance
20 41 (25.15%) Git (software)
21 40 (24.54%) Web Development
22 39 (23.93%) Team Foundation Server
23 38 (23.31%) ASP.NET MVC
23 38 (23.31%) WCF
23 38 (23.31%) ASP.NET Web API
23 38 (23.31%) TDD
24 32 (19.63%) RESTful

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 18 (11.04%) CMS
2 11 (6.75%) Confluence
2 11 (6.75%) SharePoint
3 8 (4.91%) IIS
4 2 (1.23%) BizTalk Server
Applications
1 1 (0.61%) Microsoft Office
Business Applications
1 2 (1.23%) Dynamics CRM
Cloud Services
1 51 (31.29%) Microsoft Azure
2 15 (9.20%) PaaS
3 14 (8.59%) IaaS
4 11 (6.75%) npm
4 11 (6.75%) NuGet
5 7 (4.29%) Azure Functions
5 7 (4.29%) Serverless
6 3 (1.84%) SaaS
7 2 (1.23%) Office 365
Communications & Networking
1 7 (4.29%) Internet
2 6 (3.68%) SSL
3 2 (1.23%) Bluetooth
3 2 (1.23%) Wi-Fi
4 1 (0.61%) SMS
Database & Business Intelligence
1 92 (56.44%) SQL Server
2 25 (15.34%) SQL Server Analysis Services
2 25 (15.34%) SQL Server Reporting Services
3 22 (13.50%) Relational Database
4 18 (11.04%) SQL Server 2008
5 13 (7.98%) SQL Server Integration Services
6 9 (5.52%) MySQL
6 9 (5.52%) NoSQL
6 9 (5.52%) SQL Server 2012
7 8 (4.91%) SQLite
8 7 (4.29%) Cosmos DB
8 7 (4.29%) Redis
9 5 (3.07%) RDBMS
10 4 (2.45%) Power BI
11 3 (1.84%) MongoDB
11 3 (1.84%) SQL Server 2016
12 2 (1.23%) Cloud Spanner
12 2 (1.23%) Data Lake
13 1 (0.61%) RavenDB
Development Applications
1 47 (28.83%) Visual Studio
2 41 (25.15%) Git (software)
3 39 (23.93%) Team Foundation Server
4 18 (11.04%) Visual Studio Team System
5 16 (9.82%) webpack
6 15 (9.20%) Jasmine
6 15 (9.20%) Karma Test Runner
6 15 (9.20%) PhantomJS
7 14 (8.59%) NUnit
8 11 (6.75%) Visual Studio Code
9 8 (4.91%) NSubstitute
10 7 (4.29%) JIRA
11 5 (3.07%) Selenium
12 4 (2.45%) Octopus Deploy
12 4 (2.45%) ReSharper
12 4 (2.45%) TeamCity
13 3 (1.84%) Android Studio
13 3 (1.84%) SpecFlow
14 2 (1.23%) Jenkins
14 2 (1.23%) MSTest
General
1 41 (25.15%) Finance
2 12 (7.36%) Marketing
3 9 (5.52%) Legal
3 9 (5.52%) Manufacturing
4 7 (4.29%) Retail
5 6 (3.68%) Banking
5 6 (3.68%) Law
6 3 (1.84%) Automotive
6 3 (1.84%) Games
7 1 (0.61%) Advertising
7 1 (0.61%) Financial Institution
7 1 (0.61%) Telecoms
Job Titles
1 153 (93.87%) Developer
2 61 (37.42%) C# Developer
3 58 (35.58%) Software Developer
4 57 (34.97%) .NET Developer
5 29 (17.79%) Senior Developer
6 28 (17.18%) C# .NET Developer
7 21 (12.88%) C# Software Developer
8 19 (11.66%) Senior C# Developer
9 17 (10.43%) ASP.NET Developer
10 15 (9.20%) C# ASP.NET Developer
10 15 (9.20%) SQL Developer
11 14 (8.59%) .NET Software Developer
12 13 (7.98%) Web Developer
13 12 (7.36%) Full Stack Developer
14 10 (6.13%) Senior .NET Developer
15 8 (4.91%) Junior
15 8 (4.91%) Junior Developer
16 7 (4.29%) .NET Web Developer
16 7 (4.29%) C# Web Developer
16 7 (4.29%) VB.NET Developer
Libraries, Frameworks & Software Standards
1 127 (77.91%) .NET
2 126 (77.30%) .NET Framework
3 90 (55.21%) HTML
4 87 (53.37%) CSS
5 84 (51.53%) ASP.NET
6 65 (39.88%) AngularJS
7 62 (38.04%) LINQ
8 47 (28.83%) KnockoutJS
9 43 (26.38%) HTML5
9 43 (26.38%) jQuery
10 38 (23.31%) ASP.NET MVC
10 38 (23.31%) ASP.NET Web API
10 38 (23.31%) WCF
11 32 (19.63%) RESTful
12 30 (18.40%) .NET Core
12 30 (18.40%) JSON
13 25 (15.34%) REST
14 24 (14.72%) WinForms
15 21 (12.88%) Backbone.js
16 19 (11.66%) CSS3
Miscellaneous
1 25 (15.34%) Greenfield Project
2 11 (6.75%) CCTV
2 11 (6.75%) Self-Motivation
3 10 (6.13%) Replication
4 8 (4.91%) SCADA
5 7 (4.29%) Internet of Things
6 6 (3.68%) Management Information System
6 6 (3.68%) User Experience
7 4 (2.45%) Computer Science
8 3 (1.84%) N-Tier
9 2 (1.23%) EMV
9 2 (1.23%) Graphic Design
10 1 (0.61%) Analytical Skills
10 1 (0.61%) Enterprise Software
10 1 (0.61%) Mobile App
10 1 (0.61%) NHS
Operating Systems
1 53 (32.52%) Windows
2 13 (7.98%) Android
3 11 (6.75%) Windows 10
4 5 (3.07%) Apple iOS
5 3 (1.84%) Windows 8
5 3 (1.84%) Windows Server
5 3 (1.84%) Windows Server 2008
Processes & Methodologies
1 82 (50.31%) MVC
2 76 (46.63%) Agile Software Development
3 40 (24.54%) Web Development
4 38 (23.31%) TDD
5 22 (13.50%) Responsive Web Design
6 20 (12.27%) Unit Testing
7 18 (11.04%) BDD
7 18 (11.04%) OO
8 17 (10.43%) Scrum
9 16 (9.82%) Front End Development
9 16 (9.82%) OOP
10 15 (9.20%) OOD
11 14 (8.59%) CRM
11 14 (8.59%) Software Engineering
12 13 (7.98%) Analytics
12 13 (7.98%) Waterfall
13 12 (7.36%) Presales
13 12 (7.36%) SDLC
14 11 (6.75%) Inversion of Control
14 11 (6.75%) Test Automation
Programming Languages
1 150 (92.02%) C#
2 98 (60.12%) JavaScript
3 96 (58.90%) SQL
4 42 (25.77%) T-SQL
5 20 (12.27%) VB.NET
6 12 (7.36%) PowerShell
7 9 (5.52%) VB
8 8 (4.91%) VBScript
9 5 (3.07%) XAML
10 4 (2.45%) TypeScript
11 3 (1.84%) PL/SQL
11 3 (1.84%) Ruby
11 3 (1.84%) VB6
12 1 (0.61%) F#
Qualifications
1 17 (10.43%) Security Cleared
2 10 (6.13%) Degree
2 10 (6.13%) SC Cleared
3 3 (1.84%) Computer Science Degree
3 3 (1.84%) Numerate Degree
4 1 (0.61%) Microsoft Certification
Quality Assurance & Compliance
1 6 (3.68%) ISO 9001
1 6 (3.68%) ISO/IEC 27001
2 1 (0.61%) QA
2 1 (0.61%) WCAG
System Software
1 10 (6.13%) Active Directory
2 4 (2.45%) Docker
3 1 (0.61%) Hyper-V
3 1 (0.61%) Microsoft App-V
3 1 (0.61%) VMware ESXi
Systems Management
1 1 (0.61%) SCCM
1 1 (0.61%) vCenter Server
Vendors
1 46 (28.22%) Microsoft
2 13 (7.98%) Atlassian
3 10 (6.13%) DevExpress
4 7 (4.29%) BT
4 7 (4.29%) Xamarin
5 6 (3.68%) IDERA
5 6 (3.68%) LexisNexis
6 5 (3.07%) Oracle
7 3 (1.84%) Altova
8 2 (1.23%) Alteryx
8 2 (1.23%) Cognos
8 2 (1.23%) Tableau
9 1 (0.61%) Google
9 1 (0.61%) Twitter
9 1 (0.61%) VMware