The table below looks at the statistics for Entity Framework skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Entity Framework over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Microsoft ADO.NET Entity Framework
UK / England
Rank 271 283 307
Rank change year-on-year
+12 +24
Contract jobs citing Entity Framework 350 369 324
As % of all contract IT jobs located in England 0.84% 0.79% 0.69%
As % of the Libraries, Frameworks & Software Standards category 2.67% 2.74% 2.53%
Number of daily rates quoted 246 267 224
Median daily rate £350 £345 £363
Median daily rate % change year-on-year
+1.44% -4.82%
90% offered a daily rate of more than £293 £300 £275
10% offered a daily rate of more than £550 £486 £507
UK excluding London median daily rate £340 £338 £325
% change year-on-year
+0.74% +3.84%
Number of hourly rates quoted 4 11 1
Median hourly rate £17.55 £38.00 £35.00
Median hourly rate % change year-on-year
-53.81% +8.57%
UK excluding London median hourly rate £12.10 £47.83 £35.00
% change year-on-year
-74.70% +36.65%

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in contract jobs advertised in the England region.

Libraries, Frameworks & Software Standards Category
England
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
13089 13466 12789
As % of all contract IT jobs located in England 31.31% 28.70% 27.26%
Number of daily rates quoted 9138 9393 8567
Median daily rate £425 £405 £400
Median daily rate % change year-on-year
+4.93% +1.25%
90% offered a daily rate of more than £310 £300 £275
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £375 £363 £350
% change year-on-year
+3.44% +3.57%
Number of hourly rates quoted 153 237 171
Median hourly rate £41.00 £40.00 £33.50
Median hourly rate % change year-on-year
+2.50% +19.40%
90% offered a hourly rate of more than £17.90 £20.40 £20.00
10% offered a hourly rate of more than £55.00 £60.62 £46.50
UK excluding London median hourly rate £38.38 £38.75 £34.00
% change year-on-year
-0.96% +13.97%

Entity Framework
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Entity Framework as a proportion of all IT contracts with a match in the Libraries, Frameworks & Software Standards category.

Entity Framework Jobs Demand Trend in England

Entity Framework
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Entity Framework across the England region.

Entity Framework Daily Rate Trend in England

Entity Framework
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Entity Framework across the England region over the 3 months to 21 February 2017.

Entity Framework Daily Rate Histogram in England

Entity Framework
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Entity Framework across the England region.

Entity Framework Hourly Rate Trend in England

Entity Framework
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Entity Framework across the England region over the 3 months to 21 February 2017.

Entity Framework Hourly Rate Histogram in England

Entity Framework
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Entity Framework within the England region over the 3 months to 21 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -14 105 £463 +10.11% 39
South East -8 67 £338 - 32
West Midlands +27 39 £330 +10.00% 24
Yorkshire +8 33 £340 -7.79% 27
East Midlands +23 26 £356 +7.95% 26
East of England +14 26 £350 +0.71% 18
North West +14 24 £325 - 29
South West -15 20 £350 - 29
North East -8 12 £340 -7.79% 3
Entity Framework
UK

Entity Framework
Top 30 Related IT Skills in England

For the 6 months to 21 February 2017, IT contractor 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 contract ads across the England region with a requirement for Entity Framework.

1 679 (94.04%) .NET
2 664 (91.97%) C#
3 660 (91.41%) .NET Framework
4 503 (69.67%) MVC
5 422 (58.45%) ASP.NET
6 402 (55.68%) SQL Server
7 387 (53.60%) JavaScript
8 347 (48.06%) Agile Software Development
9 332 (45.98%) SQL
10 269 (37.26%) ASP.NET MVC
11 249 (34.49%) HTML
12 242 (33.52%) AngularJS
13 224 (31.02%) ASP.NET Web API
13 224 (31.02%) TDD
14 223 (30.89%) CSS
15 197 (27.29%) Web Services
16 183 (25.35%) WCF
17 181 (25.07%) jQuery
18 170 (23.55%) Microsoft
19 168 (23.27%) Scrum
19 168 (23.27%) Team Foundation Server
20 129 (17.87%) LINQ
21 127 (17.59%) Visual Studio
22 122 (16.90%) XML
23 117 (16.20%) HTML5
24 112 (15.51%) Continuous Integration
24 112 (15.51%) T-SQL
25 109 (15.10%) SOLID
26 101 (13.99%) Microsoft Azure
27 96 (13.30%) Unit Testing

Entity Framework
Top Related 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 36 (4.99%) IIS
2 31 (4.29%) CMS
3 24 (3.32%) SharePoint
4 19 (2.63%) Umbraco
5 16 (2.22%) NServiceBus
6 8 (1.11%) BizTalk Server
7 7 (0.97%) SharePoint 2010
8 6 (0.83%) Sitecore CMS
8 6 (0.83%) Sitefinity
9 5 (0.69%) EPiServer
9 5 (0.69%) JBoss
9 5 (0.69%) Oracle HTTP Server
9 5 (0.69%) Tomcat
10 4 (0.55%) Confluence
10 4 (0.55%) SharePoint 2013
11 3 (0.42%) Apache
11 3 (0.42%) Elasticsearch
11 3 (0.42%) Kentico
11 3 (0.42%) MS Project Server
11 3 (0.42%) Oracle SOA Suite
Applications
1 49 (6.79%) MS Excel
2 3 (0.42%) MS Project
3 1 (0.14%) MS Office
Business Applications
1 19 (2.63%) Dynamics CRM
2 3 (0.42%) SAP Oil and Gas
3 1 (0.14%) Dynamics AX
3 1 (0.14%) Unit4 Business World
Cloud Services
1 101 (13.99%) Microsoft Azure
2 25 (3.46%) Amazon AWS
3 17 (2.35%) PaaS
4 14 (1.94%) SaaS
5 13 (1.80%) IaaS
6 3 (0.42%) Amazon EC2
6 3 (0.42%) Amazon S3
6 3 (0.42%) Amazon SQS
6 3 (0.42%) GitHub
7 2 (0.28%) AWS Lambda
7 2 (0.28%) Route 53
8 1 (0.14%) Google Cloud Platform
8 1 (0.14%) Office 365
8 1 (0.14%) Slack
8 1 (0.14%) Trello
8 1 (0.14%) Virtual Private Cloud
Communications & Networking
1 12 (1.66%) HTTP
2 7 (0.97%) Intranet
3 4 (0.55%) Internet
3 4 (0.55%) Network Security
3 4 (0.55%) TCP/IP
4 3 (0.42%) SMS
5 2 (0.28%) FTP
5 2 (0.28%) LDAP
5 2 (0.28%) Skype
6 1 (0.14%) SSL
Database & Business Intelligence
1 402 (55.68%) SQL Server
2 74 (10.25%) SQL Server 2012
3 62 (8.59%) SQL Server 2008
4 32 (4.43%) Relational Database
5 28 (3.88%) NoSQL
6 27 (3.74%) SQL Server Integration Services
7 22 (3.05%) SQL Server Reporting Services
8 20 (2.77%) SQL Server 2005
9 16 (2.22%) MongoDB
10 13 (1.80%) SQL Server Analysis Services
11 11 (1.52%) SQL Server 2014
12 10 (1.39%) MySQL
13 9 (1.25%) DB2
14 8 (1.11%) Blockchain
14 8 (1.11%) RDBMS
15 7 (0.97%) Apache Cassandra
15 7 (0.97%) CouchDB
15 7 (0.97%) GIS
16 6 (0.83%) Data Warehouse
16 6 (0.83%) PostgreSQL
Development Applications
1 168 (23.27%) Team Foundation Server
2 127 (17.59%) Visual Studio
3 86 (11.91%) NUnit
4 75 (10.39%) Git (software)
5 51 (7.06%) Subversion
6 45 (6.23%) Moq
7 44 (6.09%) MSTest
8 35 (4.85%) TeamCity
9 29 (4.02%) JIRA
10 25 (3.46%) Grunt
11 20 (2.77%) gulp
11 20 (2.77%) Visual Studio Team System
12 19 (2.63%) Jasmine
12 19 (2.63%) Selenium
13 16 (2.22%) SpecFlow
14 15 (2.08%) Cucumber
15 14 (1.94%) Octopus Deploy
16 13 (1.80%) CruiseControl
16 13 (1.80%) ReSharper
16 13 (1.80%) SQL Server Management Studio (SSMS)
General
1 71 (9.83%) Finance
2 16 (2.22%) Retail
3 13 (1.80%) Back Office
3 13 (1.80%) Marketing
4 11 (1.52%) Advertising
4 11 (1.52%) Front Office
5 10 (1.39%) Manufacturing
6 8 (1.11%) Banking
6 8 (1.11%) Publishing
7 6 (0.83%) Legal
7 6 (0.83%) Telecoms
8 5 (0.69%) Electronics
9 4 (0.55%) Multimedia
10 3 (0.42%) Automotive
10 3 (0.42%) Billing
10 3 (0.42%) Financial Institution
10 3 (0.42%) Games
10 3 (0.42%) German Language
10 3 (0.42%) Investment Banking
10 3 (0.42%) Local Government
Job Titles
1 663 (91.83%) Developer
2 482 (66.76%) .NET Developer
3 317 (43.91%) C# Developer
4 230 (31.86%) C# .NET Developer
5 111 (15.37%) ASP.NET Developer
6 86 (11.91%) SQL Developer
7 85 (11.77%) Senior Developer
8 84 (11.63%) ASP.NET MVC Developer
9 71 (9.83%) C# ASP.NET Developer
10 68 (9.42%) Senior .NET Developer
11 50 (6.93%) Full Stack Developer
12 48 (6.65%) Software Developer
13 47 (6.51%) JavaScript Developer
14 39 (5.40%) Senior C# Developer
15 37 (5.12%) Angular Developer
16 34 (4.71%) Web Developer
17 30 (4.16%) Senior C# .NET Developer
18 28 (3.88%) Agile Developer
18 28 (3.88%) WPF Developer
19 26 (3.60%) Agile .NET Developer
Libraries, Frameworks & Software Standards
1 679 (94.04%) .NET
2 660 (91.41%) .NET Framework
3 422 (58.45%) ASP.NET
4 269 (37.26%) ASP.NET MVC
5 249 (34.49%) HTML
6 242 (33.52%) AngularJS
7 224 (31.02%) ASP.NET Web API
8 223 (30.89%) CSS
9 197 (27.29%) Web Services
10 183 (25.35%) WCF
11 181 (25.07%) jQuery
12 129 (17.87%) LINQ
13 122 (16.90%) XML
14 117 (16.20%) HTML5
15 87 (12.05%) Twitter Bootstrap
16 84 (11.63%) REST
17 67 (9.28%) WPF
18 66 (9.14%) JSON
19 65 (9.00%) NHibernate
20 51 (7.06%) RESTful
Miscellaneous
1 36 (4.99%) Analytical Skills
2 23 (3.19%) Algorithms
3 22 (3.05%) User Experience
4 18 (2.49%) Computer Science
5 15 (2.08%) Fixed Income
6 13 (1.80%) Mobile App
7 11 (1.52%) N-Tier
8 9 (1.25%) NHS
8 9 (1.25%) SWIFT
9 8 (1.11%) Blackberry
9 8 (1.11%) Equities
10 6 (0.83%) Digital Media
11 5 (0.69%) Management Information System
11 5 (0.69%) W3C
12 4 (0.55%) Contactless
12 4 (0.55%) EMV
12 4 (0.55%) Enterprise Software
13 3 (0.42%) Data Structures
13 3 (0.42%) iPad
14 2 (0.28%) RIA
Operating Systems
1 67 (9.28%) Windows
2 15 (2.08%) Android
3 10 (1.39%) Apple iOS
4 9 (1.25%) Windows Phone
4 9 (1.25%) Windows Server
5 8 (1.11%) Windows Phone 8
6 6 (0.83%) Windows Server 2012
7 2 (0.28%) Linux
8 1 (0.14%) Windows 8
Processes & Methodologies
1 503 (69.67%) MVC
2 347 (48.06%) Agile Software Development
3 224 (31.02%) TDD
4 168 (23.27%) Scrum
5 112 (15.51%) Continuous Integration
6 109 (15.10%) SOLID
7 96 (13.30%) Unit Testing
8 91 (12.60%) OO
9 90 (12.47%) Web Development
10 71 (9.83%) BDD
11 57 (7.89%) Dependency Injection
12 49 (6.79%) Multithreading
13 47 (6.51%) SOA
14 45 (6.23%) SDLC
14 45 (6.23%) Software Engineering
15 42 (5.82%) Front End Development
16 39 (5.40%) OOD
17 35 (4.85%) Business Intelligence
18 31 (4.29%) OOP
19 29 (4.02%) CRM
Programming Languages
1 664 (91.97%) C#
2 387 (53.60%) JavaScript
3 332 (45.98%) SQL
4 112 (15.51%) T-SQL
5 45 (6.23%) TypeScript
6 24 (3.32%) VB
7 20 (2.77%) VB.NET
8 18 (2.49%) Java
9 15 (2.08%) VB6
10 14 (1.94%) VBA
11 12 (1.66%) PowerShell
12 7 (0.97%) PL/SQL
13 6 (0.83%) ES6
13 6 (0.83%) Python
13 6 (0.83%) VBScript
14 5 (0.69%) XAML
15 4 (0.55%) PHP
16 3 (0.42%) C++
16 3 (0.42%) Scala
17 2 (0.28%) Ruby
Qualifications
1 27 (3.74%) Degree
2 25 (3.46%) Security Cleared
3 20 (2.77%) SC Cleared
4 7 (0.97%) HNC
5 6 (0.83%) HND
6 5 (0.69%) BPSS Clearance
7 3 (0.42%) Microsoft Certification
8 2 (0.28%) MCAD
8 2 (0.28%) MCSD
8 2 (0.28%) MCTS
9 1 (0.14%) CFA
9 1 (0.14%) DBS Check
9 1 (0.14%) ITIL Certification
9 1 (0.14%) ITIL Foundation Certificate
9 1 (0.14%) MCP
9 1 (0.14%) PhD
Quality Assurance & Compliance
1 5 (0.69%) Disclosure Scotland
1 5 (0.69%) QA
2 2 (0.28%) Data Quality
3 1 (0.14%) Dodd-Frank
3 1 (0.14%) EMIR
System Software
1 13 (1.80%) Active Directory
2 2 (0.28%) Docker
3 1 (0.14%) Virtual Desktop
3 1 (0.14%) Virtual Machines
Systems Management
1 2 (0.28%) SCOrch
2 1 (0.14%) Control-M
2 1 (0.14%) Opscode Chef
2 1 (0.14%) Puppet
Vendors
1 170 (23.55%) Microsoft
2 55 (7.62%) Oracle
3 16 (2.22%) Xamarin
4 10 (1.39%) RedGate
5 8 (1.11%) Atlassian
5 8 (1.11%) Sitecore
5 8 (1.11%) Telerik
6 7 (0.97%) Rackspace
7 5 (0.69%) Twitter
8 4 (0.55%) SAP
9 3 (0.42%) Infragistics
9 3 (0.42%) Mapbox
10 2 (0.28%) DevExpress
10 2 (0.28%) Google
11 1 (0.14%) Arqiva
11 1 (0.14%) Charles River
11 1 (0.14%) Luciad
11 1 (0.14%) Mercator
11 1 (0.14%) Perforce
11 1 (0.14%) Siemens
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