Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 21 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 August 2018 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
England > East Midlands
6 months to
21 Aug 2018		 Same period 2017 Same period 2016
Rank 69 100 147
Rank change year-on-year +31 +47 -42
Permanent jobs citing Entity Framework 198 139 112
As % of all permanent IT jobs advertised in the East Midlands 4.06% 2.62% 1.74%
As % of the Libraries, Frameworks & Software Standards category 9.65% 6.48% 4.83%
Number of salaries quoted 188 129 115
East Midlands median annual salary £40,000 £35,000 £40,000
Median salary % change year-on-year +14.29% -12.50% -
10th Percentile £27,500 £27,500 £27,500
90th Percentile £60,000 £71,000 £53,750
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 East Midlands with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
East Midlands
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,051 2,144 2,319
As % of all permanent IT jobs advertised in the East Midlands 42.05% 40.36% 35.98%
Number of salaries quoted 1,732 1,816 1,996
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £24,375 £25,625
90th Percentile £61,250 £60,000 £55,000
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 East Midlands

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

Job vacancy trend for Entity Framework in the East Midlands

Entity Framework
Salary Trend in the East Midlands

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

Salary trend for Entity Framework in the East Midlands

Entity Framework
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Entity Framework in the East Midlands over the 6 months to 21 August 2018.

Salary histogram for Entity Framework in the East Midlands

Entity Framework
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the East Midlands region over the 6 months to 21 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
Leicestershire +63 100 £40,000 +3.23% 3
Derbyshire -20 28 £42,500 -10.53% 8
Nottinghamshire +3 24 £37,500 +7.14% 4
Northamptonshire -32 24 £40,500 -14.74% 6
Lincolnshire +20 23 £40,000 +14.29% 3
Entity Framework
England

For the 6 months to 21 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 East Midlands region with a requirement for Entity Framework.

1 198 (100.00%) C#
2 193 (97.47%) .NET
3 192 (96.97%) .NET Framework
4 177 (89.39%) MVC
5 173 (87.37%) ASP.NET
6 155 (78.28%) SQL Server
7 143 (72.22%) HTML
8 134 (67.68%) CSS
9 119 (60.10%) jQuery
10 112 (56.57%) Agile Software Development
11 110 (55.56%) JavaScript
12 109 (55.05%) SQL
12 109 (55.05%) ASP.NET MVC
13 93 (46.97%) ASP.NET Web API
14 85 (42.93%) Microsoft Azure
15 80 (40.40%) Microsoft
16 77 (38.89%) WCF
17 73 (36.87%) Web Services
18 69 (34.85%) Unit Testing
19 60 (30.30%) ASP.NET Web Forms
20 52 (26.26%) Ajax
21 49 (24.75%) Microservices
22 47 (23.74%) Test Automation
23 45 (22.73%) T-SQL
24 44 (22.22%) Performance Tuning
25 43 (21.72%) Sass
25 43 (21.72%) SQL Server Reporting Services
26 41 (20.71%) SOA
26 41 (20.71%) Mobile App
26 41 (20.71%) Mobile Application Development

Entity Framework
Co-occurring IT Skills in the East Midlands 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 25 (12.63%) Confluence
2 6 (3.03%) NServiceBus
2 6 (3.03%) Sitefinity
3 5 (2.53%) Elasticsearch
3 5 (2.53%) IIS
4 3 (1.52%) K2 blackpearl
5 2 (1.01%) CMS
5 2 (1.01%) Ethereum
5 2 (1.01%) Hyperledger
5 2 (1.01%) Umbraco
6 1 (0.51%) SharePoint
Applications
1 4 (2.02%) MS Visio
2 2 (1.01%) Microsoft Office
Business Applications
1 2 (1.01%) R3 Corda
Cloud Services
1 85 (42.93%) Microsoft Azure
2 5 (2.53%) Amazon AWS
2 5 (2.53%) Serverless
3 4 (2.02%) Azure Functions
3 4 (2.02%) GitHub
Communications & Networking
1 8 (4.04%) TCP/IP
2 2 (1.01%) HTTP
Database & Business Intelligence
1 155 (78.28%) SQL Server
2 43 (21.72%) SQL Server Reporting Services
3 25 (12.63%) Power BI
4 14 (7.07%) SQL Server 2016
5 11 (5.56%) SQL Server 2012
6 9 (4.55%) NoSQL
7 7 (3.54%) MongoDB
8 4 (2.02%) Azure SQL Database
8 4 (2.02%) Cosmos DB
8 4 (2.02%) Relational Database
9 3 (1.52%) SQL Server Integration Services
10 2 (1.01%) Blockchain
10 2 (1.01%) RDBMS
10 2 (1.01%) SQL Server 2008
10 2 (1.01%) SQL Server 2014
Development Applications
1 31 (15.66%) Octopus Deploy
2 30 (15.15%) TeamCity
3 28 (14.14%) JIRA
4 25 (12.63%) Atlassian Bamboo
4 25 (12.63%) Bitbucket
5 24 (12.12%) Team Foundation Server
6 22 (11.11%) Git (software)
7 15 (7.58%) Visual Studio
8 13 (6.57%) Moq
9 11 (5.56%) Visual Studio Team System
10 5 (2.53%) Grunt
10 5 (2.53%) gulp
10 5 (2.53%) webpack
11 3 (1.52%) ReSharper
12 2 (1.01%) NUnit
12 2 (1.01%) Rhino Mocks
12 2 (1.01%) StyleCop
12 2 (1.01%) Subversion
13 1 (0.51%) Jenkins
13 1 (0.51%) Mercurial
General
1 35 (17.68%) Automotive
2 10 (5.05%) Finance
2 10 (5.05%) Retail
3 8 (4.04%) Manufacturing
4 6 (3.03%) Advertising
4 6 (3.03%) Games
5 4 (2.02%) Marketing
6 2 (1.01%) Banking
Job Titles
1 173 (87.37%) Developer
2 105 (53.03%) .NET Developer
3 45 (22.73%) Senior Developer
4 33 (16.67%) Senior .NET Developer
5 27 (13.64%) C# Developer
6 18 (9.09%) Lead Developer
7 15 (7.58%) C# .NET Developer
8 13 (6.57%) Web Developer
9 11 (5.56%) Architect
9 11 (5.56%) ASP.NET Developer
9 11 (5.56%) Software Engineer
10 10 (5.05%) ASP.NET MVC Developer
11 9 (4.55%) Software Developer
11 9 (4.55%) Systems Architect
12 7 (3.54%) C# ASP.NET Developer
12 7 (3.54%) Front End Developer (Client-Side Developer)
12 7 (3.54%) Senior ASP.NET Developer
12 7 (3.54%) Senior C# Developer
12 7 (3.54%) SQL Developer
13 6 (3.03%) Digital Developer
Libraries, Frameworks & Software Standards
1 193 (97.47%) .NET
2 192 (96.97%) .NET Framework
3 173 (87.37%) ASP.NET
4 143 (72.22%) HTML
5 134 (67.68%) CSS
6 119 (60.10%) jQuery
7 109 (55.05%) ASP.NET MVC
8 93 (46.97%) ASP.NET Web API
9 77 (38.89%) WCF
10 73 (36.87%) Web Services
11 60 (30.30%) ASP.NET Web Forms
12 52 (26.26%) Ajax
13 43 (21.72%) Sass
14 41 (20.71%) ASP.NET Core
15 39 (19.70%) AngularJS
16 32 (16.16%) .NET Core
17 30 (15.15%) RESTful
18 25 (12.63%) HTML5
19 21 (10.61%) ASP.NET MVC 5
20 15 (7.58%) CSS3
Miscellaneous
1 41 (20.71%) Mobile App
2 21 (10.61%) Greenfield Project
3 17 (8.59%) User Experience
4 13 (6.57%) Enterprise Software
5 8 (4.04%) Social Network
6 6 (3.03%) Fintech
7 4 (2.02%) Self-Motivation
8 2 (1.01%) Analytical Skills
8 2 (1.01%) Computer Science
9 1 (0.51%) e-Learning
Operating Systems
1 14 (7.07%) Windows
Processes & Methodologies
1 177 (89.39%) MVC
2 112 (56.57%) Agile Software Development
3 69 (34.85%) Unit Testing
4 49 (24.75%) Microservices
5 47 (23.74%) Test Automation
6 44 (22.22%) Performance Tuning
7 41 (20.71%) Mobile Application Development
7 41 (20.71%) SOA
8 29 (14.65%) Web Development
9 27 (13.64%) TDD
10 25 (12.63%) Business Intelligence
11 23 (11.62%) Continuous Integration
12 21 (10.61%) BDD
12 21 (10.61%) Line Management
13 19 (9.60%) Dependency Injection
13 19 (9.60%) Scrum
14 18 (9.09%) E-Commerce
15 17 (8.59%) Kanban
16 14 (7.07%) Software Engineering
16 14 (7.07%) Web Application Development
Programming Languages
1 198 (100.00%) C#
2 110 (55.56%) JavaScript
3 109 (55.05%) SQL
4 45 (22.73%) T-SQL
5 14 (7.07%) Ruby
6 8 (4.04%) XAML
7 5 (2.53%) F#
7 5 (2.53%) TypeScript
8 4 (2.02%) PowerShell
8 4 (2.02%) VB.NET
9 3 (1.52%) VB
10 1 (0.51%) C
Qualifications
1 7 (3.54%) Degree
1 7 (3.54%) MCP
1 7 (3.54%) Microsoft Certification
2 6 (3.03%) MCPD
3 3 (1.52%) SC Cleared
3 3 (1.52%) Security Cleared
4 1 (0.51%) MCSA
Quality Assurance & Compliance
1 2 (1.01%) QA
System Software
1 15 (7.58%) Docker
Systems Management
1 5 (2.53%) Kibana
2 1 (0.51%) Systems Management Server (SMS)
Vendors
1 80 (40.40%) Microsoft
2 24 (12.12%) Google
3 12 (6.06%) Xamarin
4 11 (5.56%) Twitter
5 6 (3.03%) Facebook
6 3 (1.52%) RedGate