Period
to 19 January 2019

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 19 January 2019 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > North West
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 198 131 92
Rank change year-on-year -67 -39 +34
Permanent jobs citing Entity Framework 152 320 402
As % of all permanent IT jobs advertised in the North West 1.44% 2.52% 3.26%
As % of the Libraries, Frameworks & Software Standards category 3.67% 5.70% 7.66%
Number of salaries quoted 132 293 390
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £31,250 £22,500 £26,250
90th Percentile £57,500 £55,000 £56,375
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 4,139 5,614 5,248
As % of all permanent IT jobs advertised in the North West 39.24% 44.15% 42.56%
Number of salaries quoted 3,461 4,659 4,597
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £29,500 £27,500 £26,250
90th Percentile £70,000 £62,500 £60,000
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 19 January 2019.

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 19 January 2019. 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 -61 116 £45,000 +5.88% 21
Cheshire -22 19 £47,500 +5.56% 10
Merseyside +16 11 £50,000 +25.00% 6
Lancashire -19 7 £37,500 +3.45% 8
Entity Framework
England

For the 6 months to 19 January 2019, 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.

1 148 (97.37%) C#
2 147 (96.71%) .NET
3 144 (94.74%) .NET Framework
4 125 (82.24%) MVC
5 117 (76.97%) SQL Server
6 115 (75.66%) ASP.NET
7 95 (62.50%) Agile Software Development
8 91 (59.87%) JavaScript
9 90 (59.21%) ASP.NET MVC
10 88 (57.89%) HTML
11 87 (57.24%) CSS
12 74 (48.68%) ASP.NET Web API
13 72 (47.37%) Microsoft Azure
14 71 (46.71%) AngularJS
15 67 (44.08%) Microsoft
16 63 (41.45%) SQL
17 46 (30.26%) RESTful
17 46 (30.26%) .NET Core
18 41 (26.97%) OOP
18 41 (26.97%) TDD
19 39 (25.66%) Amazon AWS
20 38 (25.00%) WCF
21 35 (23.03%) Dependency Injection
22 34 (22.37%) Git (software)
22 34 (22.37%) Microservices
23 32 (21.05%) jQuery
23 32 (21.05%) T-SQL
24 31 (20.39%) Asynchronous Programming
25 30 (19.74%) Finance
26 25 (16.45%) 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 12 (7.89%) CMS
2 7 (4.61%) Umbraco
3 6 (3.95%) IIS
3 6 (3.95%) NServiceBus
4 3 (1.97%) nginx
5 2 (1.32%) Confluence
5 2 (1.32%) Kentico
6 1 (0.66%) BizTalk Server
6 1 (0.66%) Elasticsearch
6 1 (0.66%) Sitecore CMS
6 1 (0.66%) Sitefinity
Applications
1 5 (3.29%) Microsoft Office
2 1 (0.66%) Chatbot
Business Applications
1 1 (0.66%) Payment Gateway
1 1 (0.66%) SDL Web 8
Cloud Services
1 72 (47.37%) Microsoft Azure
2 39 (25.66%) Amazon AWS
3 3 (1.97%) GitHub
3 3 (1.97%) Google Cloud Platform
3 3 (1.97%) IaaS
4 2 (1.32%) PaaS
4 2 (1.32%) SaaS
5 1 (0.66%) npm
5 1 (0.66%) NuGet
5 1 (0.66%) Serverless
Communications & Networking
1 3 (1.97%) Internet
1 3 (1.97%) Intranet
Database & Business Intelligence
1 117 (76.97%) SQL Server
2 16 (10.53%) NoSQL
2 16 (10.53%) SQL Server 2016
3 6 (3.95%) MySQL
4 5 (3.29%) Blockchain
4 5 (3.29%) MongoDB
4 5 (3.29%) SQL Server 2012
5 4 (2.63%) Redis
5 4 (2.63%) SQL Server 2008
6 3 (1.97%) Amazon Redshift
7 2 (1.32%) Couchbase
7 2 (1.32%) MS Access
7 2 (1.32%) PostgreSQL
7 2 (1.32%) RDBMS
7 2 (1.32%) Relational Database
8 1 (0.66%) Power BI
8 1 (0.66%) SQL Server Integration Services
8 1 (0.66%) SQL Server Reporting Services
Development Applications
1 34 (22.37%) Git (software)
2 18 (11.84%) Team Foundation Server
3 12 (7.89%) JIRA
4 8 (5.26%) TeamCity
5 7 (4.61%) Octopus Deploy
5 7 (4.61%) Selenium
5 7 (4.61%) Visual Studio
6 6 (3.95%) SpecFlow
7 4 (2.63%) Moq
7 4 (2.63%) Subversion
8 3 (1.97%) SoapUI
9 2 (1.32%) Atlassian Bamboo
9 2 (1.32%) FxCop
9 2 (1.32%) gulp
9 2 (1.32%) Jasmine
9 2 (1.32%) Protractor
9 2 (1.32%) WebDriver
10 1 (0.66%) Appium
10 1 (0.66%) jspm
10 1 (0.66%) Visual Studio Code
General
1 30 (19.74%) Finance
2 13 (8.55%) Games
3 9 (5.92%) Retail
4 7 (4.61%) Marketing
5 5 (3.29%) Automotive
5 5 (3.29%) Manufacturing
6 2 (1.32%) Banking
6 2 (1.32%) Electronics
6 2 (1.32%) Pharmaceutical
6 2 (1.32%) Telecoms
7 1 (0.66%) Law
7 1 (0.66%) Legal
7 1 (0.66%) Music Industry
Job Titles
1 139 (91.45%) Developer
2 86 (56.58%) .NET Developer
3 54 (35.53%) C# Developer
4 53 (34.87%) Senior Developer
5 31 (20.39%) Senior .NET Developer
5 31 (20.39%) Software Developer
6 28 (18.42%) C# .NET Developer
7 17 (11.18%) Full Stack Developer
7 17 (11.18%) Senior C# Developer
8 16 (10.53%) Senior Software Developer
9 13 (8.55%) ASP.NET Developer
9 13 (8.55%) C# Software Developer
10 12 (7.89%) Web Developer
11 11 (7.24%) Junior
11 11 (7.24%) Junior Developer
11 11 (7.24%) Lead .NET Developer
11 11 (7.24%) Lead Developer
12 10 (6.58%) .NET Software Developer
12 10 (6.58%) Graduate .NET Developer
12 10 (6.58%) Junior .NET Developer
Libraries, Frameworks & Software Standards
1 147 (96.71%) .NET
2 144 (94.74%) .NET Framework
3 115 (75.66%) ASP.NET
4 90 (59.21%) ASP.NET MVC
5 88 (57.89%) HTML
6 87 (57.24%) CSS
7 74 (48.68%) ASP.NET Web API
8 71 (46.71%) AngularJS
9 46 (30.26%) .NET Core
9 46 (30.26%) RESTful
10 38 (25.00%) WCF
11 32 (21.05%) jQuery
12 21 (13.82%) LINQ
12 21 (13.82%) Node.js
13 18 (11.84%) ASP.NET MVC 5
13 18 (11.84%) HTML5
14 14 (9.21%) XML
15 13 (8.55%) Code First Entity Framework
15 13 (8.55%) Twitter Bootstrap
15 13 (8.55%) WPF
Miscellaneous
1 23 (15.13%) Greenfield Project
2 7 (4.61%) Fintech
2 7 (4.61%) User Experience
3 6 (3.95%) Mobile App
4 4 (2.63%) Analytical Skills
4 4 (2.63%) Self-Motivation
5 2 (1.32%) Blog
5 2 (1.32%) Management Information System
5 2 (1.32%) NHS
5 2 (1.32%) Replication
6 1 (0.66%) Cloud Native
6 1 (0.66%) Enterprise Software
6 1 (0.66%) EPoS
6 1 (0.66%) PMI
Operating Systems
1 7 (4.61%) Android
1 7 (4.61%) Apple iOS
2 5 (3.29%) Windows
3 1 (0.66%) Linux
3 1 (0.66%) Windows Server
Processes & Methodologies
1 125 (82.24%) MVC
2 95 (62.50%) Agile Software Development
3 41 (26.97%) OOP
3 41 (26.97%) TDD
4 35 (23.03%) Dependency Injection
5 34 (22.37%) Microservices
6 31 (20.39%) Asynchronous Programming
7 25 (16.45%) Web Development
8 23 (15.13%) BDD
8 23 (15.13%) SOLID
9 22 (14.47%) Software Engineering
10 14 (9.21%) Scrum
10 14 (9.21%) Web Application Development
11 13 (8.55%) OO
12 12 (7.89%) Mentoring
13 11 (7.24%) Continuous Integration
14 10 (6.58%) Kanban
14 10 (6.58%) Unit Testing
15 9 (5.92%) Innovative Thinking
15 9 (5.92%) Machine Learning
Programming Languages
1 148 (97.37%) C#
2 91 (59.87%) JavaScript
3 63 (41.45%) SQL
4 32 (21.05%) T-SQL
5 14 (9.21%) Ruby
6 8 (5.26%) TypeScript
7 3 (1.97%) VB
8 2 (1.32%) PHP
8 2 (1.32%) Python
8 2 (1.32%) VB.NET
8 2 (1.32%) VBA
9 1 (0.66%) F#
9 1 (0.66%) Java
9 1 (0.66%) PowerShell
Qualifications
1 18 (11.84%) Degree
2 2 (1.32%) Computer Science Degree
3 1 (0.66%) Microsoft Certification
3 1 (0.66%) PMI Certification
3 1 (0.66%) Six Sigma Black Belt
System Software
1 8 (5.26%) Docker
2 1 (0.66%) Active Directory
Systems Management
1 6 (3.95%) Kubernetes
2 1 (0.66%) Consul
2 1 (0.66%) Docker Swarm
2 1 (0.66%) Kibana
2 1 (0.66%) Systems Management Server (SMS)
Vendors
1 67 (44.08%) Microsoft
2 8 (5.26%) Xamarin
3 3 (1.97%) Google
4 2 (1.32%) DevExpress
4 2 (1.32%) Oracle
4 2 (1.32%) RedGate
4 2 (1.32%) SAP
4 2 (1.32%) Telerik
5 1 (0.66%) Sitecore
5 1 (0.66%) Software AG
5 1 (0.66%) TIBCO
5 1 (0.66%) webMethods