Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > West Midlands
6 months to
14 Aug 2018		 Same period 2017 Same period 2016
Rank 137 135 152
Rank change year-on-year -2 +17 +41
Permanent jobs citing Entity Framework 184 239 219
As % of all permanent IT jobs advertised in the West Midlands 2.03% 2.38% 1.81%
As % of the Libraries, Frameworks & Software Standards category 6.16% 6.04% 5.28%
Number of salaries quoted 154 248 224
West Midlands median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% +6.67%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £58,375 £55,000 £52,500
England median annual salary £46,500 £45,000 £45,000
% change year-on-year +3.33% - -

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 2,989 3,958 4,145
As % of all permanent IT jobs advertised in the West Midlands 32.98% 39.47% 34.33%
Number of salaries quoted 2,520 3,468 3,505
West Midlands median annual salary £42,500 £39,000 £37,500
Median salary % change year-on-year +8.97% +4.00% -
10th Percentile £26,250 £24,750 £23,500
90th Percentile £63,750 £57,500 £58,750
England median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +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 14 August 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 14 August 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 -19 65 £40,000 -15.79% 9
Staffordshire +40 57 £40,000 +10.34% 7
Coventry -21 19 £52,500 +16.67% 2
Warwickshire +13 17 £35,000 -6.67% 6
Sutton Coldfield -3 10 £40,000 +34.45%
Solihull -1 5 £27,500 -42.11%
Wolverhampton - 5 - -
Worcestershire +2 3 £35,000 -12.50% 3
Entity Framework
England

For the 6 months to 14 August 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.

1 168 (91.30%) C#
2 148 (80.43%) .NET
3 145 (78.80%) .NET Framework
4 128 (69.57%) JavaScript
5 113 (61.41%) SQL
6 112 (60.87%) CSS
7 111 (60.33%) SQL Server
8 108 (58.70%) HTML
9 107 (58.15%) ASP.NET
10 105 (57.07%) MVC
11 76 (41.30%) AngularJS
12 75 (40.76%) Agile Software Development
13 71 (38.59%) Microsoft Azure
14 66 (35.87%) ASP.NET Web API
15 64 (34.78%) WCF
16 61 (33.15%) ASP.NET MVC
16 61 (33.15%) Finance
17 58 (31.52%) T-SQL
18 57 (30.98%) Web Development
19 56 (30.43%) LINQ
20 55 (29.89%) Visual Studio
21 53 (28.80%) KnockoutJS
22 52 (28.26%) jQuery
22 52 (28.26%) Microsoft
23 48 (26.09%) HTML5
23 48 (26.09%) Git (software)
24 44 (23.91%) JSON
25 42 (22.83%) Windows
26 41 (22.28%) RESTful
27 36 (19.57%) TDD

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 24 (13.04%) CMS
2 21 (11.41%) SharePoint
3 12 (6.52%) BizTalk Server
4 11 (5.98%) IIS
5 2 (1.09%) Confluence
6 1 (0.54%) Sonic ESB
Business Applications
1 12 (6.52%) Dynamics CRM
Cloud Services
1 71 (38.59%) Microsoft Azure
2 34 (18.48%) PaaS
3 28 (15.22%) IaaS
4 11 (5.98%) Office 365
5 10 (5.43%) Azure Functions
5 10 (5.43%) Serverless
6 5 (2.72%) Azure Active Directory
7 4 (2.17%) SaaS
8 2 (1.09%) npm
8 2 (1.09%) NuGet
Communications & Networking
1 9 (4.89%) SSL
2 1 (0.54%) Intranet
Database & Business Intelligence
1 111 (60.33%) SQL Server
2 35 (19.02%) SQL Server Analysis Services
3 30 (16.30%) Relational Database
4 25 (13.59%) SQL Server Reporting Services
5 23 (12.50%) SQL Server 2008
6 17 (9.24%) NoSQL
7 15 (8.15%) Cosmos DB
8 13 (7.07%) SQL Server Integration Services
9 12 (6.52%) SQL Server 2012
10 10 (5.43%) Data Lake
11 6 (3.26%) SQL Server 2016
12 5 (2.72%) Redis
13 3 (1.63%) Power BI
13 3 (1.63%) RDBMS
14 1 (0.54%) MySQL
14 1 (0.54%) SQLite
Development Applications
1 55 (29.89%) Visual Studio
2 48 (26.09%) Git (software)
3 31 (16.85%) Visual Studio Team System
4 28 (15.22%) Team Foundation Server
5 26 (14.13%) webpack
6 25 (13.59%) Jasmine
6 25 (13.59%) Karma Test Runner
6 25 (13.59%) PhantomJS
7 11 (5.98%) NUnit
8 7 (3.80%) MSI
8 7 (3.80%) WiX
9 6 (3.26%) NSubstitute
10 5 (2.72%) JIRA
11 4 (2.17%) Octopus Deploy
11 4 (2.17%) TeamCity
12 3 (1.63%) Android Studio
12 3 (1.63%) Moq
12 3 (1.63%) Selenium
13 2 (1.09%) ReSharper
13 2 (1.09%) SQL Server Management Studio (SSMS)
General
1 61 (33.15%) Finance
2 13 (7.07%) Marketing
3 11 (5.98%) Manufacturing
4 9 (4.89%) Banking
4 9 (4.89%) Law
4 9 (4.89%) Legal
5 6 (3.26%) Retail
6 5 (2.72%) Automotive
7 4 (2.17%) Games
8 1 (0.54%) Advertising
8 1 (0.54%) Telecoms
Job Titles
1 174 (94.57%) Developer
2 83 (45.11%) C# Developer
3 68 (36.96%) .NET Developer
4 65 (35.33%) Software Developer
5 40 (21.74%) C# .NET Developer
6 33 (17.93%) Senior Developer
7 30 (16.30%) ASP.NET Developer
8 28 (15.22%) Senior C# Developer
9 25 (13.59%) C# Software Developer
10 24 (13.04%) C# ASP.NET Developer
11 20 (10.87%) .NET Software Developer
12 19 (10.33%) ASP.NET MVC Developer
13 16 (8.70%) SQL Developer
14 15 (8.15%) Web Developer
15 13 (7.07%) Front End Developer (Client-Side Developer)
16 12 (6.52%) .NET Web Developer
17 11 (5.98%) C# WCF Developer
17 11 (5.98%) C# Web Developer
17 11 (5.98%) WCF Developer
18 8 (4.35%) Junior Developer
Libraries, Frameworks & Software Standards
1 148 (80.43%) .NET
2 145 (78.80%) .NET Framework
3 112 (60.87%) CSS
4 108 (58.70%) HTML
5 107 (58.15%) ASP.NET
6 76 (41.30%) AngularJS
7 66 (35.87%) ASP.NET Web API
8 64 (34.78%) WCF
9 61 (33.15%) ASP.NET MVC
10 56 (30.43%) LINQ
11 53 (28.80%) KnockoutJS
12 52 (28.26%) jQuery
13 48 (26.09%) HTML5
14 44 (23.91%) JSON
15 41 (22.28%) RESTful
16 35 (19.02%) REST
17 28 (15.22%) Web Services
18 25 (13.59%) WinForms
19 24 (13.04%) .NET Core
19 24 (13.04%) Backbone.js
Miscellaneous
1 26 (14.13%) Greenfield Project
2 17 (9.24%) Self-Motivation
3 13 (7.07%) User Experience
4 10 (5.43%) Graphic Design
4 10 (5.43%) Replication
5 9 (4.89%) Management Information System
6 5 (2.72%) Mobile App
7 3 (1.63%) Analytical Skills
7 3 (1.63%) N-Tier
8 2 (1.09%) Computer Science
8 2 (1.09%) SCADA
9 1 (0.54%) CCTV
9 1 (0.54%) Enterprise Software
9 1 (0.54%) NHS
Operating Systems
1 42 (22.83%) Windows
2 8 (4.35%) Android
3 3 (1.63%) Windows Server
3 3 (1.63%) Windows Server 2008
4 2 (1.09%) Windows 10
Processes & Methodologies
1 105 (57.07%) MVC
2 75 (40.76%) Agile Software Development
3 57 (30.98%) Web Development
4 36 (19.57%) TDD
5 28 (15.22%) Responsive Web Design
6 27 (14.67%) OO
7 25 (13.59%) CRM
8 23 (12.50%) Unit Testing
8 23 (12.50%) Waterfall
9 20 (10.87%) Analytics
9 20 (10.87%) Front End Development
9 20 (10.87%) Migration
10 19 (10.33%) BDD
10 19 (10.33%) Problem-Solving
11 17 (9.24%) OOP
11 17 (9.24%) Presales
11 17 (9.24%) Software Engineering
12 16 (8.70%) OOD
13 15 (8.15%) Service Delivery
14 13 (7.07%) SDLC
Programming Languages
1 168 (91.30%) C#
2 128 (69.57%) JavaScript
3 113 (61.41%) SQL
4 58 (31.52%) T-SQL
5 21 (11.41%) VB.NET
6 20 (10.87%) PowerShell
7 9 (4.89%) VB
8 6 (3.26%) Ruby
8 6 (3.26%) TypeScript
9 3 (1.63%) XAML
10 2 (1.09%) VBScript
11 1 (0.54%) Java
Qualifications
1 21 (11.41%) Security Cleared
2 14 (7.61%) SC Cleared
3 4 (2.17%) Degree
4 1 (0.54%) Computer Science Degree
4 1 (0.54%) MCSD
4 1 (0.54%) MCTS
4 1 (0.54%) Microsoft Certification
4 1 (0.54%) Numerate Degree
Quality Assurance & Compliance
1 10 (5.43%) ISO/IEC 27001
2 9 (4.89%) ISO 9001
3 1 (0.54%) QA
3 1 (0.54%) WCAG
System Software
1 18 (9.78%) Active Directory
2 7 (3.80%) Hyper-V
2 7 (3.80%) Microsoft App-V
2 7 (3.80%) VMware ESXi
3 3 (1.63%) Docker
Systems Management
1 7 (3.80%) SCCM
1 7 (3.80%) vCenter Server
Vendors
1 52 (28.26%) Microsoft
2 9 (4.89%) LexisNexis
3 7 (3.80%) IDERA
3 7 (3.80%) VMware
4 6 (3.26%) DevExpress
4 6 (3.26%) Xamarin
5 3 (1.63%) Altova
5 3 (1.63%) Atlassian
6 2 (1.09%) Capita
6 2 (1.09%) Google
7 1 (0.54%) Alteryx
7 1 (0.54%) Cognos
7 1 (0.54%) Tableau
7 1 (0.54%) Twitter