Period
to 9 December 2019

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Entity Framework skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Entity Framework over the 6 months to 9 December 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Microsoft ADO.NET Entity Framework
Central London > City of London
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 195 182 216
Rank change year-on-year -13 +34 -1
Contract jobs citing Entity Framework 23 80 40
As % of all contract IT jobs advertised in the City of London 0.41% 1.13% 0.56%
As % of the Libraries, Frameworks & Software Standards category 1.15% 2.86% 1.47%
Number of daily rates quoted 21 72 34
City of London median daily rate £500 £513 £513
Median daily rate % change year-on-year -2.44% - +20.59%
10th Percentile £406 £428 £437
90th Percentile £544 £611 £571
Central London median daily rate £500 £500 £488
% change year-on-year - +2.56% +14.71%
Number of hourly rates quoted 1 0 0
City of London median hourly rate £21.50 - -
Central London median hourly rate £21.50 - -

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 contract job vacancies advertised in the City of London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
City of London
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,002 2,801 2,712
As % of all contract IT jobs advertised in the City of London 35.27% 39.50% 37.96%
Number of daily rates quoted 1,636 2,340 2,290
City of London median daily rate £538 £525 £513
Median daily rate % change year-on-year +2.38% +2.44% +7.89%
10th Percentile £400 £406 £363
90th Percentile £675 £675 £675
Central London median daily rate £525 £525 £500
% change year-on-year - +5.00% +5.26%
Number of hourly rates quoted 3 3 8
City of London median hourly rate £52.00 £19.00 £25.79
Median hourly rate % change year-on-year +173.68% -26.32% -26.32%
10th Percentile £26.70 £14.90 £19.33
90th Percentile £63.10 £84.50 £41.25
Central London median hourly rate £52.00 £27.00 £21.50
% change year-on-year +92.59% +25.58% -38.57%

Entity Framework
Job Vacancy Trend in the City of London

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

Job vacancy trend for Entity Framework in the City of London

Entity Framework
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Entity Framework in the City of London.

Contractor daily rate trend for Entity Framework in the City of London

Entity Framework
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Entity Framework in the City of London over the 6 months to 9 December 2019.

Contractor daily rate histogram for Entity Framework in the City of London

Entity Framework
Contractor Hourly Rate Trend in the City of London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Entity Framework in the City of London.

Contractor hourly rate trend for Entity Framework in the City of London

For the 6 months to 9 December 2019, IT contractor 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 contract job ads across the City of London region with a requirement for Entity Framework.

1 23 (100.00%) C#
2 22 (95.65%) .NET
3 21 (91.30%) .NET Framework
4 18 (78.26%) Agile Software Development
5 17 (73.91%) JavaScript
5 17 (73.91%) Azure
6 16 (69.57%) MVC
7 15 (65.22%) ASP.NET
7 15 (65.22%) ASP.NET Web API
8 14 (60.87%) AngularJS
9 13 (56.52%) SQL Server
10 12 (52.17%) TDD
11 11 (47.83%) CSS
12 10 (43.48%) Microservices
12 10 (43.48%) DevOps
13 9 (39.13%) .NET Core
13 9 (39.13%) ASP.NET MVC
13 9 (39.13%) WCF
14 7 (30.43%) Git (software)
14 7 (30.43%) SQL
14 7 (30.43%) HTML
14 7 (30.43%) NUnit
14 7 (30.43%) TypeScript
14 7 (30.43%) SOLID
15 6 (26.09%) Docker
15 6 (26.09%) JSON
15 6 (26.09%) Finance
15 6 (26.09%) Twitter Bootstrap
15 6 (26.09%) Moq
15 6 (26.09%) BDD

Entity Framework
Co-occurring IT Skills in the City of London 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 5 (21.74%) IIS
2 3 (13.04%) CMS
2 3 (13.04%) EPiServer
3 1 (4.35%) NServiceBus
Cloud Services
1 17 (73.91%) Azure
2 2 (8.70%) npm
3 1 (4.35%) AWS
3 1 (4.35%) Azure Active Directory
3 1 (4.35%) IaaS
3 1 (4.35%) PaaS
3 1 (4.35%) Power Platform
3 1 (4.35%) SaaS
Database & Business Intelligence
1 13 (56.52%) SQL Server
2 6 (26.09%) NoSQL
3 2 (8.70%) Relational Database
4 1 (4.35%) Apache Cassandra
4 1 (4.35%) CouchDB
4 1 (4.35%) Power BI
4 1 (4.35%) Redis
4 1 (4.35%) SQL Server 2005
4 1 (4.35%) SQL Server 2008
4 1 (4.35%) SQL Server 2012
4 1 (4.35%) SQL Server 2014
Development Applications
1 7 (30.43%) Git (software)
1 7 (30.43%) NUnit
2 6 (26.09%) Moq
3 4 (17.39%) Team Foundation Server
4 3 (13.04%) Visual Studio
5 2 (8.70%) Jasmine
5 2 (8.70%) JIRA
5 2 (8.70%) Karma Test Runner
6 1 (4.35%) ESLint
6 1 (4.35%) gulp
6 1 (4.35%) jspm
6 1 (4.35%) Octopus Deploy
6 1 (4.35%) SQL Server Management Studio (SSMS)
6 1 (4.35%) Swashbuckle
6 1 (4.35%) Visual Studio Team System
General
1 6 (26.09%) Finance
2 3 (13.04%) Banking
2 3 (13.04%) Marketing
3 2 (8.70%) Advertising
3 2 (8.70%) Law
4 1 (4.35%) Financial Institution
4 1 (4.35%) Italian Language
4 1 (4.35%) Retail
Job Titles
1 22 (95.65%) Developer
2 14 (60.87%) C# Developer
3 12 (52.17%) .NET Developer
4 7 (30.43%) C# .NET Developer
5 6 (26.09%) Senior Developer
6 3 (13.04%) Full Stack Developer
6 3 (13.04%) JavaScript Developer
7 2 (8.70%) Applications Developer
7 2 (8.70%) ASP.NET Developer
7 2 (8.70%) C# ASP.NET Developer
7 2 (8.70%) Lead Developer
7 2 (8.70%) Senior .NET Developer
7 2 (8.70%) Senior C# Developer
7 2 (8.70%) SQL Developer
7 2 (8.70%) SQL Server Developer
8 1 (4.35%) Analyst
8 1 (4.35%) Analyst Developer
8 1 (4.35%) Senior Microsoft Developer
8 1 (4.35%) SQL Server Analyst
8 1 (4.35%) Technical Developer
Libraries, Frameworks & Software Standards
1 22 (95.65%) .NET
2 21 (91.30%) .NET Framework
3 15 (65.22%) ASP.NET
3 15 (65.22%) ASP.NET Web API
4 14 (60.87%) AngularJS
5 11 (47.83%) CSS
6 9 (39.13%) .NET Core
6 9 (39.13%) ASP.NET MVC
6 9 (39.13%) WCF
7 7 (30.43%) HTML
8 6 (26.09%) JSON
8 6 (26.09%) Twitter Bootstrap
9 5 (21.74%) Node.js
9 5 (21.74%) OAuth
9 5 (21.74%) React
9 5 (21.74%) RESTful
10 4 (17.39%) Angular 2
10 4 (17.39%) REST
10 4 (17.39%) Web Services
11 3 (13.04%) Breeze.js
Miscellaneous
1 2 (8.70%) Algorithms
1 2 (8.70%) Greenfield Project
2 1 (4.35%) Analytical Skills
2 1 (4.35%) Data Centre
2 1 (4.35%) Equities
2 1 (4.35%) Fixed Income
2 1 (4.35%) Management Information System
2 1 (4.35%) Self-Motivation
Operating Systems
1 1 (4.35%) Linux
1 1 (4.35%) Windows
Processes & Methodologies
1 18 (78.26%) Agile Software Development
2 16 (69.57%) MVC
3 12 (52.17%) TDD
4 10 (43.48%) DevOps
4 10 (43.48%) Microservices
5 7 (30.43%) SOLID
6 6 (26.09%) BDD
7 5 (21.74%) B2C
7 5 (21.74%) ERD
7 5 (21.74%) Test Automation
7 5 (21.74%) UML
7 5 (21.74%) User Stories
8 4 (17.39%) Continuous Delivery
8 4 (17.39%) Deployment Automation
8 4 (17.39%) Pair Programming
8 4 (17.39%) Refactoring
8 4 (17.39%) SDLC
8 4 (17.39%) Unit Testing
9 3 (13.04%) Asset Management
9 3 (13.04%) Project Planning
Programming Languages
1 23 (100.00%) C#
2 17 (73.91%) JavaScript
3 7 (30.43%) SQL
3 7 (30.43%) TypeScript
4 3 (13.04%) T-SQL
5 1 (4.35%) Ruby
Qualifications
1 1 (4.35%) Degree
1 1 (4.35%) SC Cleared
1 1 (4.35%) Security Cleared
Quality Assurance & Compliance
1 1 (4.35%) QA
System Software
1 6 (26.09%) Docker
Systems Management
1 5 (21.74%) MIIS
2 1 (4.35%) Kubernetes
2 1 (4.35%) Single Sign-On
Vendors
1 4 (17.39%) Microsoft
2 2 (8.70%) Atlassian
2 2 (8.70%) Oracle