Period
to 4 December 2021

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Full Stack Development skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Full Stack Development over the 6 months to 4 December 2021 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.

Full Stack Development
East of England > Cambridgeshire
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 45 30 61
Rank change year-on-year -15 +31 -4
Contract jobs citing Full Stack Development 19 11 26
As % of all contract jobs advertised in Cambridgeshire 2.64% 3.45% 2.23%
As % of the Processes & Methodologies category 3.51% 4.04% 2.57%
Number of daily rates quoted 13 10 22
10th Percentile £368 £368 £352
25th Percentile £390 £392 £389
Median daily rate (50th Percentile) £500 £456 £450
Median % change year-on-year +9.59% +1.39% -
75th Percentile £575 £525 £475
90th Percentile £598 £538 £525
East of England median daily rate £463 £475 £450
% change year-on-year -2.63% +5.56% +5.88%

Full Stack Development is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Contract vacancies with a requirement for process or methodology skills 542 272 1,011
As % of all contract IT jobs advertised in Cambridgeshire 75.17% 85.27% 86.56%
Number of daily rates quoted 326 170 584
10th Percentile £155 £255 £227
25th Percentile £320 £313 £363
Median daily rate (50th Percentile) £450 £434 £425
Median % change year-on-year +3.60% +2.21% -
75th Percentile £538 £525 £538
90th Percentile £606 £601 £625
East of England median daily rate £450 £425 £425
% change year-on-year +5.88% - -3.95%
Number of hourly rates quoted 123 38 108
10th Percentile " £13.00 £10.93
25th Percentile £12.25 £14.25 £13.00
Median hourly rate £13.50 £16.00 £18.00
Median % change year-on-year -15.63% -11.11% -20.88%
75th Percentile £16.00 £36.44 £47.50
90th Percentile £20.25 £47.88 £50.00
East of England median hourly rate £16.00 £38.50 £17.80
% change year-on-year -58.44% +116.29% +1.71%

Full Stack Development
Job Vacancy Trend in Cambridgeshire

Job postings citing Full Stack Development as a proportion of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Full Stack Development in Cambridgeshire

Full Stack Development
Contractor Daily Rate Trend in Cambridgeshire

3-month moving average daily rate quoted in jobs citing Full Stack Development in Cambridgeshire.

Daily rate trend for Full Stack Development in Cambridgeshire

Full Stack Development
Daily Rate Histogram in Cambridgeshire

Daily rate distribution for jobs citing Full Stack Development in Cambridgeshire over the 6 months to 4 December 2021.

Daily rate histogram for Full Stack Development in Cambridgeshire

Full Stack Development
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Full Stack Development within the Cambridgeshire region over the 6 months to 4 December 2021. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -6 15 £500 +25.00% 31
Peterborough -29 1 £375 -21.05% 1
Full Stack Development
East of England

For the 6 months to 4 December 2021, IT contractor jobs citing Full Stack Development 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 Cambridgeshire region with a requirement for Full Stack Development.

1 16 (84.21%) JavaScript
2 15 (78.95%) React
3 13 (68.42%) Node.js
4 10 (52.63%) Agile Software Development
5 9 (47.37%) Web Development
5 9 (47.37%) Java
6 8 (42.11%) CSS
6 8 (42.11%) HTML
7 7 (36.84%) Jenkins
7 7 (36.84%) Microservices
8 6 (31.58%) Docker
8 6 (31.58%) Spring Boot
8 6 (31.58%) REST
8 6 (31.58%) AngularJS
8 6 (31.58%) Python
8 6 (31.58%) Continuous Integration
8 6 (31.58%) Spring
9 5 (26.32%) Software Engineering
9 5 (26.32%) Software Testing
9 5 (26.32%) C#
9 5 (26.32%) Web Services
9 5 (26.32%) Azure
9 5 (26.32%) AWS
9 5 (26.32%) TypeScript
9 5 (26.32%) Social Skills
10 4 (21.05%) Kong
10 4 (21.05%) DevSecOps
10 4 (21.05%) Event-Driven
10 4 (21.05%) Event-Driven Programming
10 4 (21.05%) Serverless

Full Stack Development
Co-occurring IT Skills in Cambridgeshire 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 1 (5.26%) Confluence
1 1 (5.26%) IIS
1 1 (5.26%) nginx
Cloud Services
1 5 (26.32%) AWS
1 5 (26.32%) Azure
2 4 (21.05%) Amazon S3
2 4 (21.05%) Apigee
2 4 (21.05%) AWS Lambda
2 4 (21.05%) Kong
2 4 (21.05%) Serverless
3 3 (15.79%) AWS CloudFormation
3 3 (15.79%) AWS Elastic Beanstalk
4 2 (10.53%) Akamai
4 2 (10.53%) Amazon EC2
4 2 (10.53%) Amazon Glacier
4 2 (10.53%) Amazon SQS
4 2 (10.53%) BlazeMeter
4 2 (10.53%) CloudFront
5 1 (5.26%) GitHub
5 1 (5.26%) PaaS
5 1 (5.26%) SaaS
Communications & Networking
1 1 (5.26%) Intranet
Database & Business Intelligence
1 4 (21.05%) DB2
1 4 (21.05%) MongoDB
1 4 (21.05%) MySQL
2 3 (15.79%) Amazon DynamoDB
2 3 (15.79%) Amazon RDS
2 3 (15.79%) NoSQL
2 3 (15.79%) SQL Server
3 2 (10.53%) Metadata
3 2 (10.53%) PostgreSQL
4 1 (5.26%) SQL Server Integration Services
Development Applications
1 7 (36.84%) Jenkins
2 4 (21.05%) Git (software)
3 3 (15.79%) JIRA
4 2 (10.53%) git-flow
4 2 (10.53%) GitLab
4 2 (10.53%) JMeter
4 2 (10.53%) Selenium
5 1 (5.26%) Appium
5 1 (5.26%) Gradle
General
1 5 (26.32%) Social Skills
2 4 (21.05%) Banking
2 4 (21.05%) Finance
3 2 (10.53%) Pharmaceutical
4 1 (5.26%) Analytical Skills
4 1 (5.26%) Documentation Skills
Job Titles
1 14 (73.68%) Developer
2 8 (42.11%) Full Stack Developer
3 4 (21.05%) React Developer
4 3 (15.79%) Python Developer
5 2 (10.53%) AWS Developer
5 2 (10.53%) JavaScript Developer
5 2 (10.53%) Node.js Developer
6 1 (5.26%) C# Developer
6 1 (5.26%) Developer/Software Engineer
6 1 (5.26%) DevOps Engineer
6 1 (5.26%) PHP Developer
6 1 (5.26%) Senior Developer
6 1 (5.26%) Senior DevOps
6 1 (5.26%) Senior DevOps Engineer
6 1 (5.26%) Senior Python Developer
6 1 (5.26%) Software Developer
6 1 (5.26%) Software Engineer
Libraries, Frameworks & Software Standards
1 15 (78.95%) React
2 13 (68.42%) Node.js
3 8 (42.11%) CSS
3 8 (42.11%) HTML
4 6 (31.58%) AngularJS
4 6 (31.58%) REST
4 6 (31.58%) Spring
4 6 (31.58%) Spring Boot
5 5 (26.32%) Web Services
6 4 (21.05%) .NET
6 4 (21.05%) OAuth
6 4 (21.05%) OAuth2
6 4 (21.05%) OpenID
7 3 (15.79%) CSS3
7 3 (15.79%) Flask
7 3 (15.79%) HTML5
7 3 (15.79%) SQLAlchemy
7 3 (15.79%) Vue.js
8 2 (10.53%) .NET Core
8 2 (10.53%) Swagger
Miscellaneous
1 4 (21.05%) iPad
2 2 (10.53%) Life Science
2 2 (10.53%) User Experience
3 1 (5.26%) Client/Server
3 1 (5.26%) Mobile App
3 1 (5.26%) PKI
Operating Systems
1 2 (10.53%) Linux
2 1 (5.26%) Windows
Processes & Methodologies
1 10 (52.63%) Agile Software Development
2 9 (47.37%) Web Development
3 7 (36.84%) Microservices
4 6 (31.58%) Continuous Integration
5 5 (26.32%) Software Engineering
5 5 (26.32%) Software Testing
6 4 (21.05%) DevSecOps
6 4 (21.05%) E-Commerce
6 4 (21.05%) Event-Driven
6 4 (21.05%) Event-Driven Architecture
6 4 (21.05%) Event-Driven Programming
6 4 (21.05%) Identity Access Management
6 4 (21.05%) Unit Testing
7 3 (15.79%) API Development
7 3 (15.79%) DevOps
7 3 (15.79%) Scrum
7 3 (15.79%) TDD
7 3 (15.79%) Workflow
8 2 (10.53%) Service Delivery
8 2 (10.53%) Workflow Management
Programming Languages
1 16 (84.21%) JavaScript
2 9 (47.37%) Java
3 6 (31.58%) Python
4 5 (26.32%) C#
4 5 (26.32%) TypeScript
5 4 (21.05%) SQL
6 2 (10.53%) Bash Shell
6 2 (10.53%) ES6
7 1 (5.26%) Go
7 1 (5.26%) Java 8
7 1 (5.26%) Perl
7 1 (5.26%) PHP
7 1 (5.26%) PowerShell
7 1 (5.26%) Scala
Qualifications
1 1 (5.26%) Computer Science Degree
1 1 (5.26%) Degree
System Software
1 6 (31.58%) Docker
Systems Management
1 4 (21.05%) Terraform
2 2 (10.53%) Kubernetes
Vendors
1 4 (21.05%) ForgeRock
1 4 (21.05%) Okta
2 3 (15.79%) Microsoft
3 2 (10.53%) Coveo
3 2 (10.53%) MuleSoft
3 2 (10.53%) Sitecore