Period
to 18 August 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > North West
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 178 108 111
Rank change year-on-year -70 +3 +50
Permanent jobs citing Entity Framework 211 381 302
As % of all permanent IT jobs advertised in the North West 1.73% 2.89% 2.60%
As % of the Libraries, Frameworks & Software Standards category 4.29% 6.45% 6.53%
Number of salaries quoted 194 340 287
North West median annual salary £40,000 £37,500 £40,000
Median salary % change year-on-year +6.67% -6.25% -3.61%
10th Percentile £22,500 £24,000 £22,500
90th Percentile £56,250 £51,250 £51,250
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 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 4,919 5,908 4,627
As % of all permanent IT jobs advertised in the North West 40.34% 44.75% 39.83%
Number of salaries quoted 4,149 4,927 3,998
North West median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £27,500 £25,000
90th Percentile £65,000 £60,000 £57,500
England median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 18 August 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 18 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
Manchester -24 140 £37,500 -6.25% 24
Cheshire -57 33 £41,250 +5.10% 4
Merseyside 0 20 £46,000 +22.67% 5
Lancashire -22 19 £38,750 +10.71% 6
Entity Framework
England

For the 6 months to 18 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 North West region with a requirement for Entity Framework.

1 210 (99.53%) .NET
1 210 (99.53%) .NET Framework
2 204 (96.68%) C#
3 176 (83.41%) MVC
4 167 (79.15%) ASP.NET
5 134 (63.51%) ASP.NET MVC
6 132 (62.56%) SQL Server
7 122 (57.82%) Agile Software Development
8 114 (54.03%) JavaScript
9 112 (53.08%) ASP.NET Web API
10 98 (46.45%) TDD
11 97 (45.97%) HTML
12 93 (44.08%) WCF
13 90 (42.65%) AngularJS
14 86 (40.76%) SQL
15 82 (38.86%) CSS
16 75 (35.55%) BDD
17 72 (34.12%) RESTful
18 64 (30.33%) Ruby
19 63 (29.86%) Web Application Development
19 63 (29.86%) SQL Server 2016
20 62 (29.38%) Microsoft Azure
21 60 (28.44%) Git (software)
22 59 (27.96%) Twitter Bootstrap
23 47 (22.27%) jQuery
23 47 (22.27%) NoSQL
23 47 (22.27%) ASP.NET MVC 5
24 46 (21.80%) Node.js
25 44 (20.85%) Code First Entity Framework
26 41 (19.43%) Games

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 20 (9.48%) Elasticsearch
2 10 (4.74%) NServiceBus
3 9 (4.27%) CMS
4 8 (3.79%) IIS
5 5 (2.37%) Umbraco
6 2 (0.95%) EPiServer
6 2 (0.95%) Sitefinity
Applications
1 1 (0.47%) Chatbot
Business Applications
1 1 (0.47%) Dynamics CRM
Cloud Services
1 62 (29.38%) Microsoft Azure
2 32 (15.17%) Amazon AWS
3 7 (3.32%) Google Cloud Platform
3 7 (3.32%) SaaS
4 5 (2.37%) Amazon SQS
4 5 (2.37%) PaaS
5 3 (1.42%) npm
6 2 (0.95%) Amazon EC2
6 2 (0.95%) Amazon S3
6 2 (0.95%) AWS Lambda
6 2 (0.95%) Serverless
7 1 (0.47%) Azure Machine Learning
7 1 (0.47%) Dynamics 365
7 1 (0.47%) NuGet
Communications & Networking
1 12 (5.69%) Internet
1 12 (5.69%) Intranet
2 5 (2.37%) HTTP
Database & Business Intelligence
1 132 (62.56%) SQL Server
2 63 (29.86%) SQL Server 2016
3 47 (22.27%) NoSQL
4 22 (10.43%) MongoDB
5 9 (4.27%) MySQL
6 7 (3.32%) Couchbase
6 7 (3.32%) SQL Server 2012
7 4 (1.90%) Blockchain
8 3 (1.42%) Amazon DynamoDB
8 3 (1.42%) SQL Server Reporting Services
9 2 (0.95%) Amazon Aurora
9 2 (0.95%) Amazon RDS
9 2 (0.95%) SQL Server 2014
10 1 (0.47%) Apache Cassandra
10 1 (0.47%) Big Data
10 1 (0.47%) CouchDB
10 1 (0.47%) Data Warehouse
10 1 (0.47%) Redis
10 1 (0.47%) SQL Server 2008
10 1 (0.47%) SQL Server Integration Services
Development Applications
1 60 (28.44%) Git (software)
2 30 (14.22%) TeamCity
3 24 (11.37%) Team Foundation Server
3 24 (11.37%) Visual Studio
4 14 (6.64%) Selenium
4 14 (6.64%) SpecFlow
5 10 (4.74%) Subversion
6 9 (4.27%) FxCop
7 8 (3.79%) JIRA
8 7 (3.32%) StyleCop
9 6 (2.84%) NUnit
9 6 (2.84%) Octopus Deploy
10 4 (1.90%) Cucumber
10 4 (1.90%) Mercurial
11 3 (1.42%) SonarQube
12 2 (0.95%) Android Studio
12 2 (0.95%) Bitbucket
12 2 (0.95%) gulp
12 2 (0.95%) Moq
12 2 (0.95%) Protractor
General
1 41 (19.43%) Games
2 34 (16.11%) Finance
3 14 (6.64%) Automotive
4 13 (6.16%) Retail
5 11 (5.21%) Marketing
6 10 (4.74%) Manufacturing
7 7 (3.32%) Electronics
7 7 (3.32%) Telecoms
8 5 (2.37%) Music Industry
9 3 (1.42%) Advertising
9 3 (1.42%) Legal
10 1 (0.47%) Banking
Job Titles
1 188 (89.10%) Developer
2 145 (68.72%) .NET Developer
3 63 (29.86%) C# Developer
4 46 (21.80%) C# .NET Developer
5 34 (16.11%) Junior
6 33 (15.64%) Junior Developer
7 30 (14.22%) Junior .NET Developer
8 29 (13.74%) Graduate
9 28 (13.27%) Graduate .NET Developer
9 28 (13.27%) Graduate Developer
9 28 (13.27%) Software Developer
10 23 (10.90%) Senior Developer
11 20 (9.48%) ASP.NET Developer
12 15 (7.11%) C# ASP.NET Developer
13 14 (6.64%) C# Software Developer
14 10 (4.74%) .NET Software Developer
15 9 (4.27%) Senior .NET Developer
15 9 (4.27%) Web Developer
16 7 (3.32%) ASP.NET MVC Developer
17 6 (2.84%) Analyst
Libraries, Frameworks & Software Standards
1 210 (99.53%) .NET
1 210 (99.53%) .NET Framework
2 167 (79.15%) ASP.NET
3 134 (63.51%) ASP.NET MVC
4 112 (53.08%) ASP.NET Web API
5 97 (45.97%) HTML
6 93 (44.08%) WCF
7 90 (42.65%) AngularJS
8 82 (38.86%) CSS
9 72 (34.12%) RESTful
10 59 (27.96%) Twitter Bootstrap
11 47 (22.27%) ASP.NET MVC 5
11 47 (22.27%) jQuery
12 46 (21.80%) Node.js
13 44 (20.85%) Code First Entity Framework
14 38 (18.01%) KnockoutJS
14 38 (18.01%) LINQ
15 35 (16.59%) .NET Core
16 31 (14.69%) WPF
17 30 (14.22%) HTML5
Miscellaneous
1 23 (10.90%) Computer Science
2 16 (7.58%) Enterprise Software
3 14 (6.64%) Greenfield Project
4 13 (6.16%) User Experience
5 12 (5.69%) Analytical Skills
6 10 (4.74%) Mobile App
7 8 (3.79%) Social Network
8 7 (3.32%) Blog
9 5 (2.37%) Management Information System
10 3 (1.42%) Self-Motivation
11 1 (0.47%) NHS
11 1 (0.47%) Online Banking
11 1 (0.47%) PMI
Operating Systems
1 21 (9.95%) Windows
2 14 (6.64%) Android
3 12 (5.69%) Apple iOS
4 2 (0.95%) Windows 10
Processes & Methodologies
1 176 (83.41%) MVC
2 122 (57.82%) Agile Software Development
3 98 (46.45%) TDD
4 75 (35.55%) BDD
5 63 (29.86%) Web Application Development
6 41 (19.43%) Web Development
7 34 (16.11%) Kanban
8 29 (13.74%) Dependency Injection
9 28 (13.27%) OO
9 28 (13.27%) Scrum
10 25 (11.85%) Continuous Integration
11 22 (10.43%) Multithreading
12 21 (9.95%) Software Engineering
13 20 (9.48%) Unit Testing
14 17 (8.06%) SDLC
15 16 (7.58%) Microservices
16 12 (5.69%) DevOps
16 12 (5.69%) SOLID
16 12 (5.69%) Test Automation
17 11 (5.21%) Android Development
Programming Languages
1 204 (96.68%) C#
2 114 (54.03%) JavaScript
3 86 (40.76%) SQL
4 64 (30.33%) Ruby
5 28 (13.27%) T-SQL
6 20 (9.48%) F#
7 18 (8.53%) VB.NET
8 11 (5.21%) TypeScript
9 9 (4.27%) Java
10 7 (3.32%) VB
11 4 (1.90%) PHP
12 3 (1.42%) ES6
12 3 (1.42%) Objective-C
13 2 (0.95%) C
13 2 (0.95%) C++
14 1 (0.47%) PowerShell
14 1 (0.47%) Python
14 1 (0.47%) Scala
14 1 (0.47%) VBScript
14 1 (0.47%) XAML
Qualifications
1 24 (11.37%) Degree
2 3 (1.42%) Computer Science Degree
3 2 (0.95%) Numerate Degree
4 1 (0.47%) PMI Certification
Quality Assurance & Compliance
1 5 (2.37%) QA
System Software
1 7 (3.32%) Docker
2 3 (1.42%) Active Directory
3 2 (0.95%) Firmware
Systems Management
1 20 (9.48%) Kibana
2 7 (3.32%) Kubernetes
3 2 (0.95%) Systems Management Server (SMS)
Vendors
1 35 (16.59%) Microsoft
2 27 (12.80%) Google
3 20 (9.48%) Xamarin
4 7 (3.32%) SAP
5 5 (2.37%) DevExpress
6 4 (1.90%) Capita
7 3 (1.42%) Facebook
8 1 (0.47%) Cisco
8 1 (0.47%) Siemens