Period
to 18 June 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 June 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 Jun 2018
Same period 2017 Same period 2016
Rank 147 103 125
Rank change year-on-year -44 +22 +30
Permanent jobs citing Entity Framework 266 381 253
As % of all permanent IT jobs advertised in the North West 2.17% 2.99% 2.26%
As % of the Libraries, Frameworks & Software Standards category 4.97% 6.81% 5.85%
Number of salaries quoted 255 347 255
North West median annual salary £40,000 £37,500 £42,500
Median salary % change year-on-year +6.67% -11.76% +2.41%
10th Percentile £22,500 £24,000 £27,500
90th Percentile £57,500 £52,500 £56,250
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 5,347 5,593 4,328
As % of all permanent IT jobs advertised in the North West 43.61% 43.91% 38.60%
Number of salaries quoted 4,493 4,753 3,742
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,000 £25,000
90th Percentile £65,000 £60,000 £58,750
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +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 18 June 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 June 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 +2 161 £40,000 +6.67% 25
Cheshire -40 59 £40,000 -5.88% 9
Lancashire -22 25 £35,000 +7.69% 6
Merseyside -28 22 £47,500 +26.67% 3
Entity Framework
England

For the 6 months to 18 June 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.

1 266 (100.00%) .NET
1 266 (100.00%) .NET Framework
2 254 (95.49%) C#
3 223 (83.83%) MVC
4 204 (76.69%) ASP.NET
5 179 (67.29%) SQL Server
6 163 (61.28%) Agile Software Development
7 161 (60.53%) ASP.NET MVC
8 145 (54.51%) ASP.NET Web API
9 135 (50.75%) TDD
10 134 (50.38%) JavaScript
11 130 (48.87%) WCF
12 124 (46.62%) AngularJS
13 112 (42.11%) BDD
14 109 (40.98%) RESTful
15 104 (39.10%) HTML
15 104 (39.10%) SQL
16 99 (37.22%) Ruby
16 99 (37.22%) Web Application Development
17 97 (36.47%) Git (software)
18 90 (33.83%) CSS
19 88 (33.08%) Twitter Bootstrap
19 88 (33.08%) SQL Server 2016
20 81 (30.45%) ASP.NET MVC 5
21 77 (28.95%) Node.js
22 76 (28.57%) NoSQL
23 72 (27.07%) Code First Entity Framework
24 57 (21.43%) KnockoutJS
24 57 (21.43%) Microsoft Azure
25 54 (20.30%) Web Development

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 30 (11.28%) Elasticsearch
2 13 (4.89%) CMS
3 12 (4.51%) IIS
3 12 (4.51%) NServiceBus
3 12 (4.51%) Umbraco
4 2 (0.75%) EPiServer
4 2 (0.75%) Sitefinity
5 1 (0.38%) SharePoint
Applications
1 3 (1.13%) Microsoft Excel
1 3 (1.13%) Microsoft Office
1 3 (1.13%) Microsoft Project
1 3 (1.13%) MS Visio
2 1 (0.38%) Chatbot
Business Applications
1 1 (0.38%) Dynamics CRM
Cloud Services
1 57 (21.43%) Microsoft Azure
2 44 (16.54%) Amazon AWS
3 6 (2.26%) PaaS
4 5 (1.88%) Amazon SQS
5 4 (1.50%) Google Cloud Platform
5 4 (1.50%) SaaS
6 2 (0.75%) npm
7 1 (0.38%) Azure Active Directory
7 1 (0.38%) Azure Machine Learning
7 1 (0.38%) Dynamics 365
Communications & Networking
1 8 (3.01%) HTTP
1 8 (3.01%) Internet
1 8 (3.01%) Intranet
2 1 (0.38%) Broadband
Database & Business Intelligence
1 179 (67.29%) SQL Server
2 88 (33.08%) SQL Server 2016
3 76 (28.57%) NoSQL
4 31 (11.65%) MongoDB
5 12 (4.51%) MySQL
5 12 (4.51%) SQL Server 2014
6 10 (3.76%) SQL Server 2012
7 5 (1.88%) Amazon DynamoDB
8 4 (1.50%) Blockchain
8 4 (1.50%) Couchbase
8 4 (1.50%) Data Warehouse
9 3 (1.13%) MS Access
9 3 (1.13%) SQL Server Reporting Services
10 2 (0.75%) SQL Server 2008
11 1 (0.38%) Apache Cassandra
11 1 (0.38%) Big Data
11 1 (0.38%) DTS
11 1 (0.38%) Hadoop
11 1 (0.38%) RDBMS
11 1 (0.38%) SQL Server Integration Services
Development Applications
1 97 (36.47%) Git (software)
2 37 (13.91%) TeamCity
3 30 (11.28%) Team Foundation Server
4 27 (10.15%) Visual Studio
5 12 (4.51%) Selenium
5 12 (4.51%) SpecFlow
6 11 (4.14%) Subversion
7 8 (3.01%) FxCop
7 8 (3.01%) NUnit
7 8 (3.01%) Octopus Deploy
8 7 (2.63%) StyleCop
9 5 (1.88%) Cucumber
9 5 (1.88%) JIRA
10 4 (1.50%) Protractor
11 3 (1.13%) gulp
11 3 (1.13%) Moq
11 3 (1.13%) SonarQube
12 2 (0.75%) Bitbucket
12 2 (0.75%) Mercurial
12 2 (0.75%) MSTest
General
1 51 (19.17%) Games
2 39 (14.66%) Finance
3 17 (6.39%) Automotive
4 16 (6.02%) Retail
5 12 (4.51%) Music Industry
6 10 (3.76%) Advertising
7 8 (3.01%) Marketing
8 7 (2.63%) Manufacturing
9 4 (1.50%) Electronics
9 4 (1.50%) Legal
9 4 (1.50%) Telecoms
10 2 (0.75%) Law
Job Titles
1 238 (89.47%) Developer
2 195 (73.31%) .NET Developer
3 56 (21.05%) C# Developer
4 43 (16.17%) C# .NET Developer
5 35 (13.16%) Junior
6 34 (12.78%) Junior Developer
7 31 (11.65%) Junior .NET Developer
8 30 (11.28%) Graduate
8 30 (11.28%) Senior Developer
9 29 (10.90%) Graduate .NET Developer
9 29 (10.90%) Graduate Developer
10 23 (8.65%) Software Developer
11 21 (7.89%) ASP.NET Developer
12 13 (4.89%) Senior .NET Developer
13 11 (4.14%) C# ASP.NET Developer
13 11 (4.14%) C# Software Developer
14 10 (3.76%) Web Developer
15 8 (3.01%) ASP.NET MVC Developer
16 7 (2.63%) Full Stack Developer
16 7 (2.63%) Software Engineer
Libraries, Frameworks & Software Standards
1 266 (100.00%) .NET
1 266 (100.00%) .NET Framework
2 204 (76.69%) ASP.NET
3 161 (60.53%) ASP.NET MVC
4 145 (54.51%) ASP.NET Web API
5 130 (48.87%) WCF
6 124 (46.62%) AngularJS
7 109 (40.98%) RESTful
8 104 (39.10%) HTML
9 90 (33.83%) CSS
10 88 (33.08%) Twitter Bootstrap
11 81 (30.45%) ASP.NET MVC 5
12 77 (28.95%) Node.js
13 72 (27.07%) Code First Entity Framework
14 57 (21.43%) KnockoutJS
15 51 (19.17%) Web Services
16 47 (17.67%) jQuery
17 41 (15.41%) WPF
18 39 (14.66%) LINQ
19 35 (13.16%) MSMQ
Miscellaneous
1 30 (11.28%) Enterprise Software
2 29 (10.90%) Computer Science
3 16 (6.02%) Social Network
4 15 (5.64%) Analytical Skills
5 14 (5.26%) User Experience
6 12 (4.51%) Mobile App
7 11 (4.14%) Management Information System
8 10 (3.76%) Greenfield Project
9 4 (1.50%) Blog
10 3 (1.13%) Self-Motivation
11 1 (0.38%) NHS
11 1 (0.38%) PMI
Operating Systems
1 24 (9.02%) Windows
2 9 (3.38%) Android
3 7 (2.63%) Apple iOS
Processes & Methodologies
1 223 (83.83%) MVC
2 163 (61.28%) Agile Software Development
3 135 (50.75%) TDD
4 112 (42.11%) BDD
5 99 (37.22%) Web Application Development
6 54 (20.30%) Web Development
7 41 (15.41%) Kanban
8 38 (14.29%) Dependency Injection
9 37 (13.91%) OO
9 37 (13.91%) Scrum
10 32 (12.03%) Multithreading
11 30 (11.28%) SDLC
12 27 (10.15%) Unit Testing
13 23 (8.65%) Continuous Integration
14 18 (6.77%) Software Engineering
15 15 (5.64%) Continuous Improvement
16 14 (5.26%) E-Commerce
16 14 (5.26%) Problem-Solving
16 14 (5.26%) SOLID
17 13 (4.89%) Microservices
Programming Languages
1 254 (95.49%) C#
2 134 (50.38%) JavaScript
3 104 (39.10%) SQL
4 99 (37.22%) Ruby
5 29 (10.90%) F#
6 27 (10.15%) T-SQL
7 23 (8.65%) VB.NET
8 20 (7.52%) TypeScript
9 13 (4.89%) Java
10 11 (4.14%) VB
11 5 (1.88%) C
12 4 (1.50%) ES6
12 4 (1.50%) PHP
13 3 (1.13%) VBA
14 2 (0.75%) C++
14 2 (0.75%) Objective-C
15 1 (0.38%) Perl
15 1 (0.38%) PL/SQL
15 1 (0.38%) VBScript
15 1 (0.38%) XAML
Qualifications
1 8 (3.01%) Degree
2 3 (1.13%) SC Cleared
2 3 (1.13%) Security Cleared
3 1 (0.38%) PMI Certification
Quality Assurance & Compliance
1 11 (4.14%) QA
System Software
1 4 (1.50%) Active Directory
1 4 (1.50%) Docker
2 2 (0.75%) Firmware
Systems Management
1 29 (10.90%) Kibana
2 4 (1.50%) Kubernetes
3 1 (0.38%) Systems Management Server (SMS)
Vendors
1 35 (13.16%) Google
2 30 (11.28%) Microsoft
3 20 (7.52%) Xamarin
4 9 (3.38%) Facebook
5 5 (1.88%) DevExpress
6 4 (1.50%) Capita
6 4 (1.50%) SAP
7 2 (0.75%) Twitter
8 1 (0.38%) Cisco
8 1 (0.38%) HP
8 1 (0.38%) Oracle
8 1 (0.38%) Remedy
8 1 (0.38%) Salesforce.com
8 1 (0.38%) Siemens