Period
to 15 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > North West
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 181 112 96
Rank change year-on-year -69 -16 +41
Permanent jobs citing Entity Framework 202 355 383
As % of all permanent IT jobs advertised in the North West 1.72% 2.79% 3.17%
As % of the Libraries, Frameworks & Software Standards category 4.50% 6.31% 7.67%
Number of salaries quoted 182 320 368
North West median annual salary £40,000 £40,000 £40,000
10th Percentile £22,500 £22,500 £22,675
90th Percentile £57,500 £52,500 £53,750
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 North West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4,490 5,629 4,995
As % of all permanent IT jobs advertised in the North West 38.14% 44.26% 41.38%
Number of salaries quoted 3,780 4,666 4,320
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,000 £27,500 £25,625
90th Percentile £65,000 £62,500 £57,500
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 North West

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

Job vacancy trend for Entity Framework in the North West

Entity Framework
Salary Trend in the North West

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

Salary trend for Entity Framework in the North West

Entity Framework
Salary Histogram in the North West

The salary distribution of IT jobs citing Entity Framework in the North West over the 6 months to 15 October 2018.

Salary histogram for Entity Framework in the North West

Entity Framework
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the North West region over the 6 months to 15 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
Manchester -26 150 £40,000 -4.76% 23
Cheshire -36 24 £42,500 +6.25% 9
Lancashire -18 15 £40,000 +14.29% 6
Merseyside -2 14 £45,000 +19.21% 9
Entity Framework
England

For the 6 months to 15 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 North West region with a requirement for Entity Framework.

1 200 (99.01%) .NET
2 199 (98.51%) C#
3 198 (98.02%) .NET Framework
4 168 (83.17%) MVC
5 161 (79.70%) ASP.NET
6 131 (64.85%) SQL Server
7 123 (60.89%) ASP.NET MVC
8 116 (57.43%) JavaScript
9 108 (53.47%) HTML
10 106 (52.48%) ASP.NET Web API
11 105 (51.98%) Agile Software Development
12 104 (51.49%) CSS
13 83 (41.09%) SQL
13 83 (41.09%) AngularJS
14 77 (38.12%) TDD
15 75 (37.13%) Microsoft Azure
15 75 (37.13%) WCF
16 57 (28.22%) BDD
17 53 (26.24%) RESTful
18 50 (24.75%) Microsoft
19 46 (22.77%) jQuery
20 45 (22.28%) Git (software)
21 43 (21.29%) Ruby
22 42 (20.79%) Web Application Development
23 41 (20.30%) SQL Server 2016
23 41 (20.30%) .NET Core
24 40 (19.80%) LINQ
24 40 (19.80%) HTML5
24 40 (19.80%) Web Development
25 38 (18.81%) Finance

Entity Framework
Co-occurring IT Skills in the North West 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 12 (5.94%) Elasticsearch
2 8 (3.96%) CMS
2 8 (3.96%) IIS
3 4 (1.98%) NServiceBus
4 3 (1.49%) Sitefinity
5 2 (0.99%) nginx
5 2 (0.99%) Umbraco
6 1 (0.50%) Confluence
6 1 (0.50%) EPiServer
6 1 (0.50%) Kentico
Applications
1 1 (0.50%) Chatbot
1 1 (0.50%) Microsoft Office
Cloud Services
1 75 (37.13%) Microsoft Azure
2 31 (15.35%) Amazon AWS
3 8 (3.96%) Google Cloud Platform
4 6 (2.97%) SaaS
5 4 (1.98%) PaaS
6 2 (0.99%) Amazon EC2
6 2 (0.99%) Amazon S3
6 2 (0.99%) Amazon SQS
6 2 (0.99%) AWS Lambda
6 2 (0.99%) GitHub
6 2 (0.99%) Serverless
7 1 (0.50%) IaaS
7 1 (0.50%) npm
7 1 (0.50%) NuGet
Communications & Networking
1 13 (6.44%) Internet
1 13 (6.44%) Intranet
2 3 (1.49%) HTTP
Database & Business Intelligence
1 131 (64.85%) SQL Server
2 41 (20.30%) SQL Server 2016
3 34 (16.83%) NoSQL
4 16 (7.92%) MongoDB
5 8 (3.96%) Couchbase
5 8 (3.96%) MySQL
6 6 (2.97%) SQL Server 2012
7 4 (1.98%) Blockchain
8 3 (1.49%) Redis
8 3 (1.49%) SQL Server 2008
9 2 (0.99%) Amazon Aurora
9 2 (0.99%) Amazon RDS
9 2 (0.99%) Amazon Redshift
9 2 (0.99%) MS Access
9 2 (0.99%) PostgreSQL
9 2 (0.99%) RDBMS
9 2 (0.99%) Relational Database
9 2 (0.99%) SQL Server 2014
10 1 (0.50%) SQL Server Integration Services
10 1 (0.50%) SQL Server Reporting Services
Development Applications
1 45 (22.28%) Git (software)
2 21 (10.40%) TeamCity
3 19 (9.41%) Team Foundation Server
4 15 (7.43%) Visual Studio
5 13 (6.44%) Subversion
6 12 (5.94%) Selenium
6 12 (5.94%) SpecFlow
7 10 (4.95%) JIRA
8 5 (2.48%) FxCop
8 5 (2.48%) NUnit
8 5 (2.48%) Octopus Deploy
9 3 (1.49%) Cucumber
9 3 (1.49%) Mercurial
9 3 (1.49%) SonarQube
10 2 (0.99%) Bitbucket
10 2 (0.99%) Moq
10 2 (0.99%) ReSharper
10 2 (0.99%) StyleCop
11 1 (0.50%) Jasmine
11 1 (0.50%) SoapUI
General
1 38 (18.81%) Finance
2 35 (17.33%) Games
3 14 (6.93%) Marketing
4 13 (6.44%) Retail
5 12 (5.94%) Manufacturing
6 8 (3.96%) Electronics
6 8 (3.96%) Telecoms
7 7 (3.47%) Automotive
8 3 (1.49%) Legal
9 2 (0.99%) Advertising
9 2 (0.99%) Music Industry
9 2 (0.99%) Pharmaceutical
10 1 (0.50%) Banking
Job Titles
1 181 (89.60%) Developer
2 125 (61.88%) .NET Developer
3 71 (35.15%) C# Developer
4 45 (22.28%) C# .NET Developer
5 34 (16.83%) Senior Developer
6 30 (14.85%) Software Developer
7 28 (13.86%) Junior
8 27 (13.37%) Junior Developer
9 26 (12.87%) Junior .NET Developer
10 25 (12.38%) Graduate
11 24 (11.88%) Graduate .NET Developer
11 24 (11.88%) Graduate Developer
12 22 (10.89%) ASP.NET Developer
13 18 (8.91%) C# ASP.NET Developer
14 17 (8.42%) C# Software Developer
15 15 (7.43%) Web Developer
16 14 (6.93%) Senior .NET Developer
17 13 (6.44%) Full Stack Developer
17 13 (6.44%) Senior C# Developer
18 11 (5.45%) Lead Developer
Libraries, Frameworks & Software Standards
1 200 (99.01%) .NET
2 198 (98.02%) .NET Framework
3 161 (79.70%) ASP.NET
4 123 (60.89%) ASP.NET MVC
5 108 (53.47%) HTML
6 106 (52.48%) ASP.NET Web API
7 104 (51.49%) CSS
8 83 (41.09%) AngularJS
9 75 (37.13%) WCF
10 53 (26.24%) RESTful
11 46 (22.77%) jQuery
12 41 (20.30%) .NET Core
13 40 (19.80%) HTML5
13 40 (19.80%) LINQ
14 38 (18.81%) Twitter Bootstrap
15 36 (17.82%) Node.js
16 30 (14.85%) ASP.NET MVC 5
16 30 (14.85%) Code First Entity Framework
17 24 (11.88%) KnockoutJS
18 23 (11.39%) WPF
Miscellaneous
1 23 (11.39%) Greenfield Project
2 15 (7.43%) Computer Science
3 10 (4.95%) Analytical Skills
3 10 (4.95%) Enterprise Software
3 10 (4.95%) User Experience
4 8 (3.96%) Blog
5 6 (2.97%) Social Network
6 4 (1.98%) Management Information System
6 4 (1.98%) Self-Motivation
7 3 (1.49%) Mobile App
8 2 (0.99%) NHS
8 2 (0.99%) Replication
9 1 (0.50%) Online Banking
Operating Systems
1 17 (8.42%) Android
1 17 (8.42%) Apple iOS
2 9 (4.46%) Windows
3 2 (0.99%) Windows 10
Processes & Methodologies
1 168 (83.17%) MVC
2 105 (51.98%) Agile Software Development
3 77 (38.12%) TDD
4 57 (28.22%) BDD
5 42 (20.79%) Web Application Development
6 40 (19.80%) Web Development
7 31 (15.35%) Software Engineering
8 29 (14.36%) Kanban
9 26 (12.87%) Dependency Injection
10 24 (11.88%) OO
11 23 (11.39%) Microservices
12 19 (9.41%) OOP
12 19 (9.41%) Scrum
13 18 (8.91%) Continuous Integration
14 16 (7.92%) SDLC
14 16 (7.92%) SOLID
15 15 (7.43%) Unit Testing
16 14 (6.93%) Multithreading
16 14 (6.93%) Test Automation
17 13 (6.44%) Mentoring
Programming Languages
1 199 (98.51%) C#
2 116 (57.43%) JavaScript
3 83 (41.09%) SQL
4 43 (21.29%) Ruby
5 32 (15.84%) T-SQL
6 12 (5.94%) F#
7 11 (5.45%) VB.NET
8 10 (4.95%) TypeScript
9 4 (1.98%) Java
10 3 (1.49%) VB
11 2 (0.99%) PHP
11 2 (0.99%) VBA
12 1 (0.50%) Apple Swift
12 1 (0.50%) Objective-C
12 1 (0.50%) PowerShell
12 1 (0.50%) Scala
12 1 (0.50%) VBScript
Qualifications
1 31 (15.35%) Degree
2 3 (1.49%) Computer Science Degree
3 2 (0.99%) Numerate Degree
4 1 (0.50%) Microsoft Certification
Quality Assurance & Compliance
1 2 (0.99%) QA
System Software
1 8 (3.96%) Docker
2 4 (1.98%) Active Directory
Systems Management
1 12 (5.94%) Kibana
2 8 (3.96%) Kubernetes
3 2 (0.99%) Systems Management Server (SMS)
Vendors
1 50 (24.75%) Microsoft
2 21 (10.40%) Xamarin
3 20 (9.90%) Google
4 8 (3.96%) SAP
5 5 (2.48%) DevExpress
6 2 (0.99%) Facebook
6 2 (0.99%) Telerik
7 1 (0.50%) Oracle
7 1 (0.50%) RedGate