Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft ADO.NET Entity Framework
UK > England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 205 195 209
Rank change year-on-year -10 +14 +11
Permanent jobs citing Entity Framework 2963 3150 3391
As % of all permanent IT jobs advertised in England 1.75% 1.77% 1.66%
As % of the Libraries, Frameworks & Software Standards category 4.34% 4.52% 4.34%
Number of salaries quoted 2689 3031 3187
England median annual salary £45,000 £45,000 £45,000
10th Percentile £31,250 £31,250 £31,250
90th Percentile £67,500 £68,750 £65,000
UK 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 England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 68271 69674 78142
As % of all permanent IT jobs advertised in England 40.26% 39.08% 38.22%
Number of salaries quoted 57217 60999 67388
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +2.27%

Entity Framework
Job Vacancy Trend in England

Job postings citing Entity Framework as a percentage of all IT jobs advertised in England.

Job vacancy trend for Entity Framework in England

Entity Framework
Salary Trend in England

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

Salary trend for Entity Framework in England

Entity Framework
Salary Histogram in England

The salary distribution of IT jobs citing Entity Framework in England over the 6 months to 21 November 2017.

Salary histogram for Entity Framework in England

Entity Framework
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the England region over the 6 months to 21 November 2017. 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
London +11 877 £56,000 +1.82% 53
South East +23 666 £42,500 -5.56% 46
North of England -27 512 £42,500 +6.25% 68
Midlands +28 405 £40,000 - 44
North West -23 355 £42,500 +6.25% 37
South West +34 272 £42,500 -3.41% 27
East of England -36 230 £42,500 +6.25% 12
East Midlands +73 211 £35,000 -12.50% 28
West Midlands -19 196 £40,000 +6.67% 13
Yorkshire -36 128 £41,250 +3.13% 26
North East -23 29 £40,000 - 5
Entity Framework
UK

For the 6 months to 21 November 2017, IT jobs citing Entity Framework also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Entity Framework.

1 2861 (96.56%) C#
2 2856 (96.39%) .NET
3 2793 (94.26%) .NET Framework
4 2631 (88.80%) MVC
5 2310 (77.96%) ASP.NET
6 2154 (72.70%) SQL Server
7 1837 (62.00%) JavaScript
7 1837 (62.00%) Agile Software Development
8 1734 (58.52%) ASP.NET MVC
9 1606 (54.20%) ASP.NET Web API
10 1383 (46.68%) HTML
11 1363 (46.00%) AngularJS
12 1349 (45.53%) TDD
13 1298 (43.81%) WCF
14 1202 (40.57%) SQL
15 1162 (39.22%) CSS
16 995 (33.58%) jQuery
17 853 (28.79%) RESTful
18 832 (28.08%) Git (software)
19 821 (27.71%) BDD
20 797 (26.90%) Microsoft
21 729 (24.60%) Twitter Bootstrap
22 690 (23.29%) ASP.NET MVC 5
23 665 (22.44%) Web Application Development
24 646 (21.80%) NoSQL
25 640 (21.60%) Web Services
26 637 (21.50%) Microsoft Azure
27 598 (20.18%) Node.js
28 596 (20.11%) Ruby
29 589 (19.88%) Web Development

Entity Framework
Co-occurring IT Skills in England 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
1 172 (5.80%) CMS
2 150 (5.06%) IIS
3 104 (3.51%) SharePoint
4 99 (3.34%) Umbraco
5 77 (2.60%) Elasticsearch
6 53 (1.79%) BizTalk Server
7 52 (1.75%) NServiceBus
8 36 (1.21%) Sitefinity
9 34 (1.15%) EPiServer
10 22 (0.74%) Sitecore CMS
11 21 (0.71%) Oracle SOA Suite
12 20 (0.67%) Confluence
13 18 (0.61%) SharePoint 2013
14 17 (0.57%) Apache Solr
15 13 (0.44%) Hyperledger
15 13 (0.44%) Kentico
16 11 (0.37%) Apache
16 11 (0.37%) Drupal
17 10 (0.34%) Apache Spark
18 9 (0.30%) MQSeries
Applications
1 55 (1.86%) Microsoft Excel
2 37 (1.25%) Microsoft Office
3 14 (0.47%) Spreadsheet
4 8 (0.27%) Photoshop
5 7 (0.24%) Microsoft PowerPoint
5 7 (0.24%) MS Visio
6 6 (0.20%) Chatbot
7 4 (0.13%) InfoPath
8 2 (0.067%) Adobe Illustrator
9 1 (0.034%) GIMP
9 1 (0.034%) Microsoft Project
9 1 (0.034%) S-PLUS
Business Applications
1 41 (1.38%) Dynamics CRM
2 28 (0.94%) Remedy ITSM
3 4 (0.13%) nopCommerce
4 3 (0.10%) Visualfiles
5 2 (0.067%) Maximo
5 2 (0.067%) Unit4 Business World
6 1 (0.034%) Dynamics AX
6 1 (0.034%) Dynamics NAV
6 1 (0.034%) Payment Gateway
6 1 (0.034%) Sage CRM
6 1 (0.034%) WebTrends
Cloud Services
1 637 (21.50%) Microsoft Azure
2 222 (7.49%) Amazon AWS
3 57 (1.92%) SaaS
4 39 (1.32%) npm
5 36 (1.21%) PaaS
6 24 (0.81%) Cloud Computing
7 17 (0.57%) Office 365
8 16 (0.54%) GitHub
9 13 (0.44%) Amazon EC2
9 13 (0.44%) Azure Data Factory
10 12 (0.40%) Azure Active Directory
11 9 (0.30%) IaaS
12 8 (0.27%) Azure Machine Learning
12 8 (0.27%) Firebase
13 7 (0.24%) Dynamics 365
14 6 (0.20%) Asana
14 6 (0.20%) Serverless
15 4 (0.13%) Slack
16 1 (0.034%) Google Play
16 1 (0.034%) IBM Cloud
Communications & Networking
1 71 (2.40%) Internet
2 35 (1.18%) Intranet
3 31 (1.05%) TCP/IP
4 28 (0.94%) HTTP
5 12 (0.40%) SMS
6 10 (0.34%) HTTPS
7 8 (0.27%) Extranet
7 8 (0.27%) WinSCP
8 7 (0.24%) Kerberos
9 6 (0.20%) AMQP
9 6 (0.20%) Broadband
10 5 (0.17%) ATM
10 5 (0.17%) Wi-Fi
11 4 (0.13%) Bluetooth
11 4 (0.13%) DNS
11 4 (0.13%) PPP
12 3 (0.10%) Ethernet
12 3 (0.10%) IMAP
12 3 (0.10%) RS-232
12 3 (0.10%) SMTP
Database & Business Intelligence
1 2154 (72.70%) SQL Server
2 646 (21.80%) NoSQL
3 402 (13.57%) SQL Server 2016
4 335 (11.31%) SQL Server 2014
5 220 (7.42%) SQL Server Integration Services
6 192 (6.48%) SQL Server 2008
7 190 (6.41%) SQL Server Reporting Services
8 171 (5.77%) SQL Server 2012
9 141 (4.76%) MongoDB
10 139 (4.69%) Relational Database
11 84 (2.83%) MySQL
12 63 (2.13%) Azure SQL Database
13 48 (1.62%) Redis
14 44 (1.48%) SQL Server Analysis Services
15 42 (1.42%) RDBMS
16 38 (1.28%) Oracle Database
17 34 (1.15%) PostgreSQL
18 24 (0.81%) Data Warehouse
19 22 (0.74%) SQL Server 2005
20 21 (0.71%) DocumentDB
Development Applications
1 832 (28.08%) Git (software)
2 447 (15.09%) Visual Studio
3 434 (14.65%) Team Foundation Server
4 219 (7.39%) NUnit
5 159 (5.37%) TeamCity
6 143 (4.83%) JIRA
7 107 (3.61%) Subversion
8 98 (3.31%) Octopus Deploy
9 92 (3.10%) Moq
10 77 (2.60%) Selenium
11 58 (1.96%) MSTest
12 56 (1.89%) SpecFlow
13 54 (1.82%) Jasmine
14 49 (1.65%) gulp
14 49 (1.65%) Visual Studio Team System
15 43 (1.45%) Jenkins
16 37 (1.25%) NuGet
17 33 (1.11%) StyleCop
18 27 (0.91%) Grunt
19 23 (0.78%) WiX
General
1 363 (12.25%) Finance
2 201 (6.78%) Games
3 147 (4.96%) Advertising
4 138 (4.66%) Music Industry
5 131 (4.42%) Retail
6 101 (3.41%) Marketing
7 55 (1.86%) Banking
8 45 (1.52%) Front Office
8 45 (1.52%) Legal
9 43 (1.45%) Financial Institution
10 42 (1.42%) Publishing
11 32 (1.08%) Law
11 32 (1.08%) Manufacturing
12 28 (0.94%) Back Office
13 21 (0.71%) Electronics
14 18 (0.61%) Investment Banking
15 17 (0.57%) Telecoms
16 11 (0.37%) Military
17 6 (0.20%) Local Government
18 5 (0.17%) Billing
Job Titles
1 2679 (90.42%) Developer
2 1954 (65.95%) .NET Developer
3 1107 (37.36%) C# Developer
4 809 (27.30%) C# .NET Developer
5 521 (17.58%) ASP.NET Developer
6 482 (16.27%) Senior Developer
7 472 (15.93%) ASP.NET MVC Developer
8 451 (15.22%) C# ASP.NET Developer
9 335 (11.31%) Software Developer
10 300 (10.12%) Senior .NET Developer
11 244 (8.23%) Web Developer
12 215 (7.26%) .NET Software Developer
13 208 (7.02%) C# Software Developer
14 188 (6.34%) Senior C# Developer
15 183 (6.18%) Full Stack Developer
16 164 (5.53%) SQL Developer
17 148 (4.99%) .NET Web Developer
18 139 (4.69%) C# Web Developer
19 136 (4.59%) Software Engineer
20 124 (4.18%) Junior
Libraries, Frameworks & Software Standards
1 2856 (96.39%) .NET
2 2793 (94.26%) .NET Framework
3 2310 (77.96%) ASP.NET
4 1734 (58.52%) ASP.NET MVC
5 1606 (54.20%) ASP.NET Web API
6 1383 (46.68%) HTML
7 1363 (46.00%) AngularJS
8 1298 (43.81%) WCF
9 1162 (39.22%) CSS
10 995 (33.58%) jQuery
11 853 (28.79%) RESTful
12 729 (24.60%) Twitter Bootstrap
13 690 (23.29%) ASP.NET MVC 5
14 640 (21.60%) Web Services
15 598 (20.18%) Node.js
16 577 (19.47%) HTML5
17 562 (18.97%) Code First Entity Framework
18 511 (17.25%) KnockoutJS
19 411 (13.87%) LINQ
20 378 (12.76%) WPF
Miscellaneous
1 266 (8.98%) Enterprise Software
2 220 (7.42%) Computer Science
3 153 (5.16%) Analytical Skills
4 144 (4.86%) User Experience
5 140 (4.72%) Greenfield Project
6 95 (3.21%) Mobile App
7 79 (2.67%) Fintech
8 59 (1.99%) Social Network
9 52 (1.75%) N-Tier
10 45 (1.52%) Management Information System
11 30 (1.01%) Client/Server
12 23 (0.78%) Equities
12 23 (0.78%) Fixed Income
13 19 (0.64%) Social Media
14 17 (0.57%) W3C
15 16 (0.54%) FMCG
15 16 (0.54%) Hedge funds
16 14 (0.47%) iPad
17 10 (0.34%) Data Structures
18 9 (0.30%) Driving Licence
Operating Systems
1 282 (9.52%) Windows
2 78 (2.63%) Android
3 73 (2.46%) Apple iOS
4 23 (0.78%) Windows Server
5 17 (0.57%) Linux
6 11 (0.37%) Unix
7 8 (0.27%) MVS
8 3 (0.10%) Mac OS
8 3 (0.10%) Nucleus RTOS
8 3 (0.10%) Windows Embedded Compact
8 3 (0.10%) Windows Mobile
8 3 (0.10%) Windows Phone
9 2 (0.067%) Windows Server 2012
10 1 (0.034%) Windows 10
10 1 (0.034%) Windows 7
Processes & Methodologies
1 2631 (88.80%) MVC
2 1837 (62.00%) Agile Software Development
3 1349 (45.53%) TDD
4 821 (27.71%) BDD
5 665 (22.44%) Web Application Development
6 589 (19.88%) Web Development
7 576 (19.44%) Scrum
8 378 (12.76%) OO
9 376 (12.69%) Unit Testing
10 355 (11.98%) SOLID
11 332 (11.20%) Software Engineering
12 288 (9.72%) SDLC
13 264 (8.91%) Continuous Integration
14 238 (8.03%) Test Automation
15 218 (7.36%) Dependency Injection
16 212 (7.15%) SOA
17 196 (6.61%) OOP
18 154 (5.20%) Microservices
19 153 (5.16%) Mentoring
20 149 (5.03%) High Availability
Programming Languages
1 2861 (96.56%) C#
2 1837 (62.00%) JavaScript
3 1202 (40.57%) SQL
4 596 (20.11%) Ruby
5 461 (15.56%) T-SQL
6 172 (5.80%) TypeScript
7 138 (4.66%) VB.NET
8 68 (2.29%) Java
9 61 (2.06%) PowerShell
10 56 (1.89%) F#
11 54 (1.82%) VB
12 46 (1.55%) PL/SQL
13 43 (1.45%) VBScript
14 40 (1.35%) C
15 36 (1.21%) PHP
15 36 (1.21%) Python
16 28 (0.94%) XAML
17 26 (0.88%) C++
18 24 (0.81%) VB6
19 19 (0.64%) XPath
Qualifications
1 248 (8.37%) Degree
2 90 (3.04%) Microsoft Certification
3 76 (2.56%) Computer Science Degree
4 65 (2.19%) Security Cleared
5 63 (2.13%) MCP
6 62 (2.09%) SC Cleared
7 42 (1.42%) MCPD
8 24 (0.81%) MCSD
9 23 (0.78%) MCAD
10 12 (0.40%) CCNA
10 12 (0.40%) Cisco Certification
11 8 (0.27%) MBA
11 8 (0.27%) MCSA
12 7 (0.24%) Numerate Degree
13 5 (0.17%) ISEB
13 5 (0.17%) ISEB Practitioner
14 4 (0.13%) DBS Check
14 4 (0.13%) MCTS
15 3 (0.10%) PMI Certification
15 3 (0.10%) PMP
Quality Assurance & Compliance
1 116 (3.91%) QA
2 33 (1.11%) SLA
3 12 (0.40%) ISO 9001
4 10 (0.34%) ISO/IEC 27001
5 8 (0.27%) Basel III
6 6 (0.20%) HIPAA
7 4 (0.13%) ISO 13485
8 3 (0.10%) TickIT
9 2 (0.067%) PCI DSS
9 2 (0.067%) Sarbanes-Oxley
10 1 (0.034%) 21 CFR Part 11
10 1 (0.034%) Actionable Recommendations
10 1 (0.034%) IEC 62304
10 1 (0.034%) PMO
System Software
1 41 (1.38%) Docker
2 24 (0.81%) Active Directory
3 2 (0.067%) Tivoli Workload Scheduler
4 1 (0.034%) Virtual Machines
Systems Management
1 59 (1.99%) Kibana
2 11 (0.37%) BMC PATROL
3 8 (0.27%) Control-M
3 8 (0.27%) Puppet
4 5 (0.17%) Grafana
5 3 (0.10%) Business Desktop Deployment
5 3 (0.10%) Kubernetes
5 3 (0.10%) Opscode Chef
5 3 (0.10%) SQL Sentry
5 3 (0.10%) WSUS
6 2 (0.067%) Ansible
6 2 (0.067%) Nagios
6 2 (0.067%) RSA Archer
6 2 (0.067%) Tivoli
7 1 (0.034%) Terraform
Vendors
1 797 (26.90%) Microsoft
2 123 (4.15%) Oracle
3 115 (3.88%) Facebook
3 115 (3.88%) Google
4 95 (3.21%) Xamarin
5 76 (2.56%) Sitecore
6 32 (1.08%) Telerik
7 28 (0.94%) Remedy
8 27 (0.91%) Twitter
9 22 (0.74%) Cadence
10 21 (0.71%) Atlassian
11 20 (0.67%) SAP
12 18 (0.61%) DevExpress
13 17 (0.57%) IBM
14 14 (0.47%) Alias
15 11 (0.37%) BMC
15 11 (0.37%) Nimsoft
16 10 (0.34%) Tableau
17 8 (0.27%) BT
17 8 (0.27%) Salesforce.com