Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Bristol 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 18 November 2017 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
South West > Bristol
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 105 98 83
Rank change year-on-year -7 -15 +22
Contract jobs citing Entity Framework 17 14 23
As % of all contract IT jobs advertised in Bristol 0.87% 0.81% 1.33%
As % of the Libraries, Frameworks & Software Standards category 3.04% 2.82% 4.74%
Number of daily rates quoted 12 10 22
Bristol median daily rate £388 £350 £375
Median daily rate % change year-on-year +10.71% -6.67% -
10th Percentile £301 £308 £305
90th Percentile £533 £433 £400
South West median daily rate £363 £328 £328
% change year-on-year +10.69% - +0.77%
Number of hourly rates quoted 0 0 0
Bristol median hourly rate - - -
South West median hourly rate - £23.53 £56.53
% change year-on-year - -58.38% -

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

All Software Libraries and Frameworks
Bristol
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 560 496 485
As % of all contract IT jobs advertised in Bristol 28.56% 28.52% 28.00%
Number of daily rates quoted 387 373 395
Bristol median daily rate £375 £365 £375
Median daily rate % change year-on-year +2.74% -2.67% -
10th Percentile £281 £263 £270
90th Percentile £513 £525 £519
South West median daily rate £390 £370 £375
% change year-on-year +5.41% -1.33% +7.14%
Number of hourly rates quoted 5 2 4
Bristol median hourly rate £50.00 £38.25 £51.25
Median hourly rate % change year-on-year +30.72% -25.37% +7.89%
10th Percentile £21.70 £33.23 £17.18
90th Percentile £70.00 £42.68 £95.25
South West median hourly rate £48.00 £36.25 £42.50
% change year-on-year +32.41% -14.71% -

Entity Framework
Job Vacancy Trend in Bristol

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

Job vacancy trend for Entity Framework in Bristol

Entity Framework
Contractor Daily Rate Trend in Bristol

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

Contractor daily rate trend for Entity Framework in Bristol

Entity Framework
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing Entity Framework in Bristol over the 6 months to 18 November 2017.

Contractor daily rate histogram for Entity Framework in Bristol

Entity Framework
Contractor Hourly Rate Trend in Bristol

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

Contractor hourly rate trend for Entity Framework in Bristol

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

1 14 (82.35%) C#
1 14 (82.35%) .NET
1 14 (82.35%) MVC
1 14 (82.35%) .NET Framework
2 10 (58.82%) SQL
3 9 (52.94%) Microsoft Azure
4 8 (47.06%) JavaScript
4 8 (47.06%) AngularJS
4 8 (47.06%) ASP.NET Web API
5 7 (41.18%) HTML
5 7 (41.18%) ASP.NET
5 7 (41.18%) CSS
5 7 (41.18%) Microsoft
5 7 (41.18%) Agile Software Development
5 7 (41.18%) Git (software)
6 6 (35.29%) Team Foundation Server
6 6 (35.29%) jQuery
6 6 (35.29%) Continuous Integration
6 6 (35.29%) HTML5
6 6 (35.29%) SQL Server
6 6 (35.29%) Sass
7 5 (29.41%) ASP.NET MVC
7 5 (29.41%) CSS3
8 4 (23.53%) CMS
8 4 (23.53%) Grunt
8 4 (23.53%) SOLID
9 3 (17.65%) Predictive Analysis
9 3 (17.65%) webpack
9 3 (17.65%) PostCSS
9 3 (17.65%) Azure SQL Data Warehouse

Entity Framework
Co-occurring IT Skills in Bristol 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 4 (23.53%) CMS
2 3 (17.65%) Sitecore CMS
2 3 (17.65%) Umbraco
3 1 (5.88%) IIS
3 1 (5.88%) NServiceBus
Cloud Services
1 9 (52.94%) Microsoft Azure
Database & Business Intelligence
1 6 (35.29%) SQL Server
2 3 (17.65%) Azure SQL Data Warehouse
2 3 (17.65%) Azure SQL Database
2 3 (17.65%) Data Warehouse
2 3 (17.65%) MongoDB
2 3 (17.65%) RDBMS
2 3 (17.65%) Relational Database
2 3 (17.65%) SQL Server 2012
2 3 (17.65%) SQL Server Analysis Services
2 3 (17.65%) SQL Server Integration Services
2 3 (17.65%) SQL Server Reporting Services
3 1 (5.88%) NoSQL
Development Applications
1 7 (41.18%) Git (software)
2 6 (35.29%) Team Foundation Server
3 4 (23.53%) Grunt
4 3 (17.65%) PostCSS
4 3 (17.65%) Visual Studio
4 3 (17.65%) webpack
5 2 (11.76%) JIRA
6 1 (5.88%) Bitbucket
6 1 (5.88%) NuGet
General
1 3 (17.65%) Finance
2 1 (5.88%) Marketing
Job Titles
1 13 (76.47%) Developer
2 6 (35.29%) .NET Developer
3 3 (17.65%) Architect
3 3 (17.65%) Data Architect
3 3 (17.65%) Data Warehouse Architect
3 3 (17.65%) Sitecore Developer
3 3 (17.65%) Umbraco Developer
4 2 (11.76%) Full Stack Developer
5 1 (5.88%) C# Developer
Libraries, Frameworks & Software Standards
1 14 (82.35%) .NET
1 14 (82.35%) .NET Framework
2 8 (47.06%) AngularJS
2 8 (47.06%) ASP.NET Web API
3 7 (41.18%) ASP.NET
3 7 (41.18%) CSS
3 7 (41.18%) HTML
4 6 (35.29%) HTML5
4 6 (35.29%) jQuery
4 6 (35.29%) Sass
5 5 (29.41%) ASP.NET MVC
5 5 (29.41%) CSS3
6 3 (17.65%) Dapper ORM
6 3 (17.65%) LESS
6 3 (17.65%) NHibernate
6 3 (17.65%) Web Services
7 2 (11.76%) .NET Core
7 2 (11.76%) ASP.NET Core
8 1 (5.88%) ASP.NET MVC 4
8 1 (5.88%) XML
Miscellaneous
1 3 (17.65%) Analytical Skills
2 2 (11.76%) Data Structures
2 2 (11.76%) N-Tier
Processes & Methodologies
1 14 (82.35%) MVC
2 7 (41.18%) Agile Software Development
3 6 (35.29%) Continuous Integration
4 4 (23.53%) SOLID
5 3 (17.65%) BDD
5 3 (17.65%) Business Intelligence
5 3 (17.65%) Data Migration
5 3 (17.65%) Machine Learning
5 3 (17.65%) Migration
5 3 (17.65%) Predictive Analysis
5 3 (17.65%) SOA
5 3 (17.65%) TDD
6 2 (11.76%) Continuous Deployment
6 2 (11.76%) Domain-Driven Design
6 2 (11.76%) Microservices
6 2 (11.76%) MVVM
6 2 (11.76%) SDLC
6 2 (11.76%) Web Development
7 1 (5.88%) Coaching
7 1 (5.88%) Process Improvement
Programming Languages
1 14 (82.35%) C#
2 10 (58.82%) SQL
3 8 (47.06%) JavaScript
4 3 (17.65%) R
Qualifications
1 1 (5.88%) SC Cleared
1 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 3 (17.65%) Data Quality
2 1 (5.88%) QA
Vendors
1 7 (41.18%) Microsoft
2 3 (17.65%) Sitecore