Period
to 18 November 2017

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

Microsoft ADO.NET Entity Framework
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 197 195 212
Rank change year-on-year -2 +17 +5
Permanent jobs citing Entity Framework 3145 3298 3533
As % of all permanent IT jobs advertised in the UK 1.76% 1.74% 1.61%
As % of the Libraries, Frameworks & Software Standards category 4.38% 4.46% 4.25%
Number of salaries quoted 2818 3164 3304
UK median annual salary £45,000 £45,000 £45,000
10th Percentile £31,250 £31,250 £31,250
90th Percentile £66,250 £67,500 £65,000
UK excluding London median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

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 with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 71782 73986 83137
As % of all permanent IT jobs advertised in the UK 40.12% 38.96% 37.96%
Number of salaries quoted 59611 64205 71075
UK 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 £76,250 £73,750
UK excluding London median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

Entity Framework
Job Vacancy Trend

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

Job vacancy trend for Entity Framework in the UK

Entity Framework
Salary Trend

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

Salary trend for Entity Framework in the UK

Entity Framework
Salary Histogram

The salary distribution of IT jobs citing Entity Framework over the 6 months to 18 November 2017.

Salary histogram for Entity Framework in the UK

Entity Framework
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Entity Framework within the UK over the 6 months to 18 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
England -13 2903 £45,000 - 194
UK excluding London +3 2220 £42,500 - 174
London +5 866 £56,500 -1.74% 33
South East +15 658 £42,500 -5.56% 40
North of England -38 498 £42,000 +5.00% 55
Midlands +20 387 £40,000 - 34
North West -31 347 £42,500 +6.25% 30
South West +21 269 £42,500 - 18
East of England -32 224 £42,500 +6.25% 14
East Midlands +74 197 £35,000 -12.50% 23
West Midlands -27 192 £40,000 +6.67% 11
Yorkshire -30 121 £41,000 +2.50% 21
Scotland +40 116 £40,000 -5.33% 8
Wales +32 55 £40,000 +6.67% 5
North East -19 30 £40,000 - 4
Northern Ireland - 15 £32,500 -

For the 6 months to 18 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 with a requirement for Entity Framework.

1 3043 (96.76%) C#
2 3036 (96.53%) .NET
3 2959 (94.09%) .NET Framework
4 2786 (88.59%) MVC
5 2454 (78.03%) ASP.NET
6 2295 (72.97%) SQL Server
7 1951 (62.03%) Agile Software Development
8 1912 (60.79%) JavaScript
9 1844 (58.63%) ASP.NET MVC
10 1696 (53.93%) ASP.NET Web API
11 1476 (46.93%) HTML
12 1429 (45.44%) AngularJS
13 1416 (45.02%) TDD
14 1345 (42.77%) WCF
15 1257 (39.97%) CSS
16 1244 (39.55%) SQL
17 1031 (32.78%) jQuery
18 907 (28.84%) RESTful
19 899 (28.59%) Git (software)
20 875 (27.82%) Microsoft
21 852 (27.09%) BDD
22 744 (23.66%) Twitter Bootstrap
23 718 (22.83%) ASP.NET MVC 5
24 696 (22.13%) Web Application Development
25 687 (21.84%) NoSQL
26 669 (21.27%) Microsoft Azure
27 661 (21.02%) Web Services
28 623 (19.81%) Node.js
29 622 (19.78%) HTML5
29 622 (19.78%) Ruby

Entity Framework
Co-occurring IT Skills 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
1 178 (5.66%) CMS
2 175 (5.56%) IIS
3 117 (3.72%) SharePoint
4 113 (3.59%) Umbraco
5 81 (2.58%) Elasticsearch
6 59 (1.88%) BizTalk Server
7 48 (1.53%) NServiceBus
8 35 (1.11%) EPiServer
9 32 (1.02%) Sitefinity
10 23 (0.73%) Sitecore CMS
11 21 (0.67%) Confluence
11 21 (0.67%) Oracle SOA Suite
12 18 (0.57%) SharePoint 2013
13 15 (0.48%) Apache Solr
14 12 (0.38%) Hyperledger
14 12 (0.38%) Kentico
15 11 (0.35%) Apache
15 11 (0.35%) Drupal
16 10 (0.32%) Apache Spark
17 9 (0.29%) MQSeries
Applications
1 56 (1.78%) Microsoft Excel
2 38 (1.21%) Microsoft Office
3 15 (0.48%) Photoshop
4 13 (0.41%) Spreadsheet
5 7 (0.22%) Microsoft PowerPoint
5 7 (0.22%) MS Visio
6 6 (0.19%) Chatbot
7 4 (0.13%) Adobe Illustrator
7 4 (0.13%) InfoPath
8 1 (0.032%) GIMP
8 1 (0.032%) Microsoft Project
8 1 (0.032%) S-PLUS
Business Applications
1 47 (1.49%) Dynamics CRM
2 27 (0.86%) Remedy ITSM
3 4 (0.13%) nopCommerce
4 3 (0.095%) Visualfiles
5 2 (0.064%) Maximo
6 1 (0.032%) Dynamics AX
6 1 (0.032%) Dynamics NAV
6 1 (0.032%) Payment Gateway
6 1 (0.032%) Sage CRM
6 1 (0.032%) Unit4 Business World
6 1 (0.032%) WebTrends
Cloud Services
1 669 (21.27%) Microsoft Azure
2 242 (7.69%) Amazon AWS
3 62 (1.97%) SaaS
4 41 (1.30%) npm
5 39 (1.24%) PaaS
6 28 (0.89%) Cloud Computing
7 19 (0.60%) Office 365
8 17 (0.54%) GitHub
9 14 (0.45%) Azure Active Directory
10 13 (0.41%) Amazon EC2
11 12 (0.38%) Azure Data Factory
12 9 (0.29%) Firebase
12 9 (0.29%) IaaS
13 8 (0.25%) Azure Machine Learning
14 6 (0.19%) Asana
14 6 (0.19%) Serverless
15 4 (0.13%) Dynamics 365
15 4 (0.13%) Slack
16 3 (0.095%) Google Cloud Platform
17 2 (0.064%) Amazon SQS
Communications & Networking
1 72 (2.29%) Internet
2 37 (1.18%) Intranet
3 31 (0.99%) TCP/IP
4 30 (0.95%) HTTP
5 13 (0.41%) SMS
6 9 (0.29%) Broadband
6 9 (0.29%) HTTPS
7 8 (0.25%) Extranet
7 8 (0.25%) WinSCP
8 7 (0.22%) Kerberos
9 5 (0.16%) AMQP
9 5 (0.16%) ATM
9 5 (0.16%) DNS
9 5 (0.16%) Wi-Fi
10 4 (0.13%) Bluetooth
10 4 (0.13%) Ethernet
10 4 (0.13%) IMAP
10 4 (0.13%) PPP
10 4 (0.13%) RS-232
10 4 (0.13%) SMTP
Database & Business Intelligence
1 2295 (72.97%) SQL Server
2 687 (21.84%) NoSQL
3 430 (13.67%) SQL Server 2016
4 339 (10.78%) SQL Server 2014
5 226 (7.19%) SQL Server Integration Services
6 219 (6.96%) SQL Server Reporting Services
7 202 (6.42%) SQL Server 2008
8 173 (5.50%) SQL Server 2012
9 172 (5.47%) Relational Database
10 148 (4.71%) MongoDB
11 88 (2.80%) MySQL
12 61 (1.94%) RDBMS
13 60 (1.91%) Azure SQL Database
14 50 (1.59%) Redis
15 44 (1.40%) SQL Server Analysis Services
16 41 (1.30%) Oracle Database
17 34 (1.08%) PostgreSQL
18 30 (0.95%) DocumentDB
19 25 (0.79%) Data Warehouse
20 23 (0.73%) SQL Server 2005
Development Applications
1 899 (28.59%) Git (software)
2 502 (15.96%) Visual Studio
3 452 (14.37%) Team Foundation Server
4 235 (7.47%) NUnit
5 169 (5.37%) TeamCity
6 146 (4.64%) JIRA
7 119 (3.78%) Subversion
8 114 (3.62%) Octopus Deploy
9 105 (3.34%) Moq
10 78 (2.48%) Selenium
11 58 (1.84%) SpecFlow
12 56 (1.78%) MSTest
13 52 (1.65%) Jasmine
14 51 (1.62%) gulp
15 49 (1.56%) Visual Studio Team System
16 47 (1.49%) Jenkins
17 38 (1.21%) NuGet
18 34 (1.08%) StyleCop
19 29 (0.92%) Grunt
20 25 (0.79%) WiX
General
1 381 (12.11%) Finance
2 203 (6.45%) Games
3 148 (4.71%) Advertising
4 136 (4.32%) Retail
5 130 (4.13%) Music Industry
6 128 (4.07%) Marketing
7 58 (1.84%) Banking
8 54 (1.72%) Financial Institution
9 51 (1.62%) Legal
10 45 (1.43%) Front Office
11 43 (1.37%) Publishing
12 32 (1.02%) Law
12 32 (1.02%) Manufacturing
13 27 (0.86%) Back Office
13 27 (0.86%) Telecoms
14 20 (0.64%) Electronics
15 18 (0.57%) Investment Banking
16 14 (0.45%) Automotive
16 14 (0.45%) Billing
17 11 (0.35%) Military
Job Titles
1 2843 (90.40%) Developer
2 2088 (66.39%) .NET Developer
3 1166 (37.07%) C# Developer
4 853 (27.12%) C# .NET Developer
5 572 (18.19%) ASP.NET Developer
6 518 (16.47%) ASP.NET MVC Developer
7 510 (16.22%) Senior Developer
8 487 (15.48%) C# ASP.NET Developer
9 368 (11.70%) Software Developer
10 321 (10.21%) Senior .NET Developer
11 246 (7.82%) Web Developer
12 238 (7.57%) .NET Software Developer
13 231 (7.34%) C# Software Developer
14 205 (6.52%) Full Stack Developer
15 199 (6.33%) Senior C# Developer
16 173 (5.50%) SQL Developer
17 149 (4.74%) .NET Web Developer
18 142 (4.52%) Software Engineer
19 139 (4.42%) C# Web Developer
20 127 (4.04%) Junior
Libraries, Frameworks & Software Standards
1 3036 (96.53%) .NET
2 2959 (94.09%) .NET Framework
3 2454 (78.03%) ASP.NET
4 1844 (58.63%) ASP.NET MVC
5 1696 (53.93%) ASP.NET Web API
6 1476 (46.93%) HTML
7 1429 (45.44%) AngularJS
8 1345 (42.77%) WCF
9 1257 (39.97%) CSS
10 1031 (32.78%) jQuery
11 907 (28.84%) RESTful
12 744 (23.66%) Twitter Bootstrap
13 718 (22.83%) ASP.NET MVC 5
14 661 (21.02%) Web Services
15 623 (19.81%) Node.js
16 622 (19.78%) HTML5
17 585 (18.60%) Code First Entity Framework
18 522 (16.60%) KnockoutJS
19 434 (13.80%) LINQ
20 421 (13.39%) WPF
Miscellaneous
1 284 (9.03%) Enterprise Software
2 234 (7.44%) Computer Science
3 159 (5.06%) Greenfield Project
4 153 (4.86%) Analytical Skills
5 143 (4.55%) User Experience
6 100 (3.18%) Mobile App
7 75 (2.38%) Fintech
8 66 (2.10%) Social Network
9 52 (1.65%) N-Tier
10 45 (1.43%) Management Information System
11 30 (0.95%) Client/Server
12 23 (0.73%) Equities
12 23 (0.73%) Fixed Income
13 20 (0.64%) Social Media
14 17 (0.54%) W3C
15 16 (0.51%) FMCG
15 16 (0.51%) Hedge funds
16 12 (0.38%) iPad
17 11 (0.35%) Data Structures
18 10 (0.32%) Digital Media
Operating Systems
1 290 (9.22%) Windows
2 80 (2.54%) Android
3 73 (2.32%) Apple iOS
4 24 (0.76%) Windows Server
5 18 (0.57%) Linux
6 11 (0.35%) Unix
7 8 (0.25%) MVS
8 4 (0.13%) Mac OS
8 4 (0.13%) Windows Embedded Compact
9 3 (0.095%) Windows Mobile
10 2 (0.064%) DC/OS
10 2 (0.064%) Nucleus RTOS
10 2 (0.064%) Windows Phone
10 2 (0.064%) Windows Server 2012
11 1 (0.032%) Windows 10
11 1 (0.032%) Windows 7
Processes & Methodologies
1 2786 (88.59%) MVC
2 1951 (62.03%) Agile Software Development
3 1416 (45.02%) TDD
4 852 (27.09%) BDD
5 696 (22.13%) Web Application Development
6 610 (19.40%) Scrum
7 605 (19.24%) Web Development
8 417 (13.26%) OO
9 400 (12.72%) Unit Testing
10 375 (11.92%) SOLID
11 351 (11.16%) Software Engineering
12 316 (10.05%) SDLC
13 303 (9.63%) Continuous Integration
14 240 (7.63%) Test Automation
15 228 (7.25%) Dependency Injection
16 224 (7.12%) SOA
17 198 (6.30%) OOP
18 174 (5.53%) Mentoring
19 161 (5.12%) OOD
20 159 (5.06%) Microservices
Programming Languages
1 3043 (96.76%) C#
2 1912 (60.79%) JavaScript
3 1244 (39.55%) SQL
4 622 (19.78%) Ruby
5 475 (15.10%) T-SQL
6 177 (5.63%) TypeScript
7 167 (5.31%) VB.NET
8 70 (2.23%) Java
9 66 (2.10%) PowerShell
10 58 (1.84%) F#
11 53 (1.69%) VB
12 48 (1.53%) PL/SQL
13 42 (1.34%) C
13 42 (1.34%) VBScript
14 38 (1.21%) Python
15 34 (1.08%) PHP
16 30 (0.95%) XAML
17 26 (0.83%) C++
18 24 (0.76%) VB6
19 19 (0.60%) XPath
Qualifications
1 261 (8.30%) Degree
2 102 (3.24%) Microsoft Certification
3 77 (2.45%) Computer Science Degree
4 65 (2.07%) Security Cleared
5 61 (1.94%) SC Cleared
6 58 (1.84%) MCP
7 38 (1.21%) MCPD
8 32 (1.02%) MCSD
9 31 (0.99%) MCAD
10 12 (0.38%) MCTS
11 11 (0.35%) CCNA
11 11 (0.35%) Cisco Certification
12 8 (0.25%) MBA
12 8 (0.25%) MCSA
13 7 (0.22%) Numerate Degree
14 5 (0.16%) ISEB
14 5 (0.16%) ISEB Practitioner
15 4 (0.13%) DBS Check
16 3 (0.095%) PMI Certification
16 3 (0.095%) PMP
Quality Assurance & Compliance
1 122 (3.88%) QA
2 32 (1.02%) SLA
3 12 (0.38%) ISO 9001
4 9 (0.29%) ISO/IEC 27001
5 8 (0.25%) Basel III
6 6 (0.19%) HIPAA
7 4 (0.13%) ISO 13485
8 3 (0.095%) TickIT
9 2 (0.064%) Disclosure Scotland
9 2 (0.064%) PCI DSS
9 2 (0.064%) Sarbanes-Oxley
10 1 (0.032%) 21 CFR Part 11
10 1 (0.032%) IEC 62304
10 1 (0.032%) PMO
System Software
1 41 (1.30%) Docker
2 26 (0.83%) Active Directory
3 2 (0.064%) Tivoli Workload Scheduler
4 1 (0.032%) Virtual Machines
Systems Management
1 61 (1.94%) Kibana
2 10 (0.32%) BMC PATROL
3 8 (0.25%) Control-M
3 8 (0.25%) Puppet
4 7 (0.22%) Systems Management Server (SMS)
5 5 (0.16%) Grafana
5 5 (0.16%) Kubernetes
6 3 (0.095%) Business Desktop Deployment
6 3 (0.095%) Opscode Chef
6 3 (0.095%) SQL Sentry
6 3 (0.095%) WSUS
7 2 (0.064%) Ansible
7 2 (0.064%) Nagios
7 2 (0.064%) RSA Archer
7 2 (0.064%) Tivoli
8 1 (0.032%) Terraform
Vendors
1 875 (27.82%) Microsoft
2 135 (4.29%) Oracle
3 119 (3.78%) Google
4 113 (3.59%) Facebook
5 109 (3.47%) Xamarin
6 78 (2.48%) Sitecore
7 33 (1.05%) Telerik
8 27 (0.86%) Remedy
9 24 (0.76%) Twitter
10 21 (0.67%) Atlassian
10 21 (0.67%) Cadence
10 21 (0.67%) SAP
11 20 (0.64%) DevExpress
12 18 (0.57%) IBM
13 14 (0.45%) Alias
14 11 (0.35%) BT
15 10 (0.32%) BMC
15 10 (0.32%) Nimsoft
15 10 (0.32%) Tableau
16 7 (0.22%) Salesforce.com