Period
to 21 April 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 21 April 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > North West
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 139 106 143
Rank change year-on-year -33 +37 +43
Permanent jobs citing Entity Framework 301 363 231
As % of all permanent IT jobs advertised in the North West 2.32% 2.95% 2.04%
As % of the Libraries, Frameworks & Software Standards category 5.12% 6.78% 5.46%
Number of salaries quoted 283 343 232
North West median annual salary £41,250 £40,000 £42,500
Median salary % change year-on-year +3.13% -5.88% -
10th Percentile £22,500 £26,250 £31,250
90th Percentile £56,250 £52,500 £57,500
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 5,878 5,353 4,231
As % of all permanent IT jobs advertised in the North West 45.37% 43.45% 37.33%
Number of salaries quoted 4,960 4,627 3,650
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £26,250 £25,250
90th Percentile £63,750 £60,000 £57,500
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 21 April 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 21 April 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 -12 179 £42,500 +6.25% 30
Cheshire -28 77 £43,750 -2.78% 13
Lancashire -6 24 £35,000 +7.69% 10
Merseyside -18 20 £47,500 +26.67% 5
Entity Framework
England

For the 6 months to 21 April 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.

1 301 (100.00%) .NET
1 301 (100.00%) .NET Framework
2 290 (96.35%) C#
3 267 (88.70%) MVC
4 238 (79.07%) ASP.NET
5 220 (73.09%) SQL Server
6 204 (67.77%) ASP.NET MVC
7 194 (64.45%) Agile Software Development
8 185 (61.46%) ASP.NET Web API
9 180 (59.80%) TDD
10 167 (55.48%) WCF
11 158 (52.49%) JavaScript
12 151 (50.17%) AngularJS
13 148 (49.17%) RESTful
14 144 (47.84%) BDD
15 136 (45.18%) Web Application Development
15 136 (45.18%) Ruby
16 135 (44.85%) Git (software)
17 118 (39.20%) ASP.NET MVC 5
18 115 (38.21%) NoSQL
19 113 (37.54%) Twitter Bootstrap
19 113 (37.54%) SQL Server 2016
20 110 (36.54%) Node.js
21 104 (34.55%) Code First Entity Framework
22 95 (31.56%) SQL
23 91 (30.23%) HTML
24 82 (27.24%) CSS
24 82 (27.24%) KnockoutJS
25 65 (21.59%) Web Services
26 61 (20.27%) 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 35 (11.63%) Elasticsearch
2 15 (4.98%) NServiceBus
3 11 (3.65%) Umbraco
4 9 (2.99%) CMS
4 9 (2.99%) IIS
5 5 (1.66%) SharePoint
6 4 (1.33%) EPiServer
7 1 (0.33%) BizTalk Server
Applications
1 4 (1.33%) Microsoft Excel
2 3 (1.00%) Microsoft Office
2 3 (1.00%) Microsoft Project
2 3 (1.00%) MS Visio
Business Applications
1 2 (0.66%) Dynamics CRM
Cloud Services
1 56 (18.60%) Microsoft Azure
2 50 (16.61%) Amazon AWS
3 5 (1.66%) Amazon SQS
3 5 (1.66%) PaaS
4 2 (0.66%) Azure Active Directory
4 2 (0.66%) npm
4 2 (0.66%) SaaS
5 1 (0.33%) Azure Machine Learning
5 1 (0.33%) Dynamics 365
5 1 (0.33%) IaaS
5 1 (0.33%) Office 365
5 1 (0.33%) Serverless
Communications & Networking
1 8 (2.66%) HTTP
2 1 (0.33%) Broadband
2 1 (0.33%) Internet
2 1 (0.33%) WinSCP
Database & Business Intelligence
1 220 (73.09%) SQL Server
2 115 (38.21%) NoSQL
3 113 (37.54%) SQL Server 2016
4 35 (11.63%) MongoDB
5 24 (7.97%) SQL Server 2014
6 14 (4.65%) MySQL
7 12 (3.99%) SQL Server 2012
8 11 (3.65%) SQL Server Reporting Services
9 9 (2.99%) Data Warehouse
10 7 (2.33%) SQL Server Integration Services
11 6 (1.99%) DTS
12 5 (1.66%) Amazon DynamoDB
13 3 (1.00%) MS Access
14 2 (0.66%) Blockchain
14 2 (0.66%) Cosmos DB
14 2 (0.66%) RDBMS
14 2 (0.66%) Relational Database
14 2 (0.66%) SQL Server 2008
15 1 (0.33%) Apache Cassandra
15 1 (0.33%) Redis
Development Applications
1 135 (44.85%) Git (software)
2 38 (12.62%) TeamCity
3 28 (9.30%) Team Foundation Server
4 24 (7.97%) Visual Studio
5 11 (3.65%) Selenium
5 11 (3.65%) SpecFlow
6 7 (2.33%) FxCop
7 6 (1.99%) MSTest
7 6 (1.99%) StyleCop
8 5 (1.66%) gulp
8 5 (1.66%) NUnit
8 5 (1.66%) Octopus Deploy
8 5 (1.66%) Subversion
9 4 (1.33%) Cucumber
9 4 (1.33%) git-flow
9 4 (1.33%) Mercurial
9 4 (1.33%) Protractor
10 3 (1.00%) Visual Studio Team System
11 2 (0.66%) Maven
11 2 (0.66%) Xcode
General
1 61 (20.27%) Games
2 32 (10.63%) Finance
3 18 (5.98%) Music Industry
4 17 (5.65%) Automotive
5 13 (4.32%) Advertising
6 11 (3.65%) Retail
7 4 (1.33%) Legal
8 3 (1.00%) Law
9 1 (0.33%) Manufacturing
9 1 (0.33%) Marketing
Job Titles
1 278 (92.36%) Developer
2 241 (80.07%) .NET Developer
3 55 (18.27%) C# Developer
4 45 (14.95%) C# .NET Developer
5 37 (12.29%) Junior
5 37 (12.29%) Junior Developer
6 35 (11.63%) Junior .NET Developer
7 34 (11.30%) Graduate
7 34 (11.30%) Graduate .NET Developer
7 34 (11.30%) Graduate Developer
8 26 (8.64%) Senior Developer
9 22 (7.31%) ASP.NET Developer
10 18 (5.98%) Software Developer
11 16 (5.32%) ASP.NET MVC Developer
12 13 (4.32%) C# ASP.NET Developer
13 11 (3.65%) Senior .NET Developer
14 10 (3.32%) C# Software Developer
15 9 (2.99%) .NET Software Developer
15 9 (2.99%) Web Developer
16 7 (2.33%) Analyst
Libraries, Frameworks & Software Standards
1 301 (100.00%) .NET
1 301 (100.00%) .NET Framework
2 238 (79.07%) ASP.NET
3 204 (67.77%) ASP.NET MVC
4 185 (61.46%) ASP.NET Web API
5 167 (55.48%) WCF
6 151 (50.17%) AngularJS
7 148 (49.17%) RESTful
8 118 (39.20%) ASP.NET MVC 5
9 113 (37.54%) Twitter Bootstrap
10 110 (36.54%) Node.js
11 104 (34.55%) Code First Entity Framework
12 91 (30.23%) HTML
13 82 (27.24%) CSS
13 82 (27.24%) KnockoutJS
14 65 (21.59%) Web Services
15 60 (19.93%) jQuery
16 45 (14.95%) WPF
17 38 (12.62%) MSMQ
18 31 (10.30%) LINQ
Miscellaneous
1 34 (11.30%) Computer Science
2 31 (10.30%) Enterprise Software
3 23 (7.64%) Social Network
4 20 (6.64%) Mobile App
5 14 (4.65%) Analytical Skills
6 13 (4.32%) Management Information System
6 13 (4.32%) User Experience
7 5 (1.66%) Greenfield Project
8 1 (0.33%) Fintech
8 1 (0.33%) NHS
8 1 (0.33%) PMI
Operating Systems
1 33 (10.96%) Windows
2 2 (0.66%) Android
Processes & Methodologies
1 267 (88.70%) MVC
2 194 (64.45%) Agile Software Development
3 180 (59.80%) TDD
4 144 (47.84%) BDD
5 136 (45.18%) Web Application Development
6 58 (19.27%) Web Development
7 51 (16.94%) OO
8 48 (15.95%) Dependency Injection
9 45 (14.95%) Kanban
10 41 (13.62%) Scrum
11 38 (12.62%) Multithreading
12 32 (10.63%) Unit Testing
13 29 (9.63%) SDLC
14 26 (8.64%) Continuous Integration
15 20 (6.64%) Continuous Improvement
16 19 (6.31%) High Availability
17 15 (4.98%) SOLID
18 14 (4.65%) DevOps
18 14 (4.65%) E-Commerce
19 13 (4.32%) Problem-Solving
Programming Languages
1 290 (96.35%) C#
2 158 (52.49%) JavaScript
3 136 (45.18%) Ruby
4 95 (31.56%) SQL
5 34 (11.30%) F#
6 25 (8.31%) T-SQL
7 22 (7.31%) VB.NET
8 21 (6.98%) TypeScript
9 13 (4.32%) VB
10 12 (3.99%) Java
11 6 (1.99%) VBScript
12 5 (1.66%) C
12 5 (1.66%) PHP
13 4 (1.33%) ES6
13 4 (1.33%) VBA
14 2 (0.66%) C++
14 2 (0.66%) Objective-C
15 1 (0.33%) Perl
15 1 (0.33%) PL/SQL
15 1 (0.33%) Python
Qualifications
1 6 (1.99%) Degree
2 3 (1.00%) SC Cleared
2 3 (1.00%) Security Cleared
3 1 (0.33%) PMI Certification
Quality Assurance & Compliance
1 15 (4.98%) QA
2 1 (0.33%) ISO/IEC 27001
System Software
1 3 (1.00%) Active Directory
2 2 (0.66%) Firmware
Systems Management
1 34 (11.30%) Kibana
Vendors
1 36 (11.96%) Google
2 28 (9.30%) Microsoft
3 15 (4.98%) Xamarin
4 12 (3.99%) Facebook
5 8 (2.66%) Capita
6 3 (1.00%) Oracle
7 2 (0.66%) DevExpress
7 2 (0.66%) Twitter
8 1 (0.33%) Cisco
8 1 (0.33%) HP
8 1 (0.33%) Remedy
8 1 (0.33%) Salesforce.com
8 1 (0.33%) Siemens