Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for RESTful skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RESTful over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

RESTful
Cambridgeshire > Cambridge
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 72 61 77
Rank change year-on-year -11 +16 +53
Permanent jobs citing RESTful 124 96 89
As % of all permanent IT jobs advertised in Cambridge 4.00% 4.18% 3.13%
As % of the Libraries, Frameworks & Software Standards category 9.66% 9.23% 7.48%
Number of salaries quoted 112 87 82
Cambridge median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -5.88%
10th Percentile £32,500 £32,500 £35,000
90th Percentile £67,500 £60,000 £48,625
Cambridgeshire median annual salary £45,000 £45,000 £40,500
% change year-on-year - +11.11% -2.41%

RESTful 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 advertised in Cambridge with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Cambridge
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1283 1040 1190
As % of all permanent IT jobs advertised in Cambridge 41.39% 45.30% 41.84%
Number of salaries quoted 1022 880 1080
Cambridge median annual salary £48,000 £45,000 £42,500
Median salary % change year-on-year +6.67% +5.88% +6.25%
10th Percentile £30,000 £26,250 £29,318
90th Percentile £70,000 £62,500 £57,500
Cambridgeshire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% +6.25%

RESTful
Job Vacancy Trend in Cambridge

Job postings citing RESTful as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for RESTful in Cambridge

RESTful
Salary Trend in Cambridge

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

Salary trend for RESTful in Cambridge

RESTful
Salary Histogram in Cambridge

The salary distribution of IT jobs citing RESTful in Cambridge over the 6 months to 23 November 2017.

Salary histogram for RESTful in Cambridge

For the 6 months to 23 November 2017, IT jobs citing RESTful also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for RESTful.

1 72 (58.06%) Agile Software Development
1 72 (58.06%) AngularJS
2 63 (50.81%) JavaScript
3 61 (49.19%) OO
4 58 (46.77%) Node.js
5 55 (44.35%) Web Services
6 52 (41.94%) C#
6 52 (41.94%) .NET
6 52 (41.94%) MVC
7 50 (40.32%) ASP.NET
7 50 (40.32%) TDD
8 46 (37.10%) ASP.NET MVC
8 46 (37.10%) ASP.NET Web API
9 38 (30.65%) Software Engineering
10 36 (29.03%) Web Development
11 35 (28.23%) SQL Server
11 35 (28.23%) Web Application Development
12 33 (26.61%) HTML
13 32 (25.81%) CSS
13 32 (25.81%) Microsoft
13 32 (25.81%) Ruby
13 32 (25.81%) ASP.NET MVC 5
13 32 (25.81%) Kanban
14 31 (25.00%) TeamCity
14 31 (25.00%) MongoDB
14 31 (25.00%) React
15 30 (24.19%) NoSQL
15 30 (24.19%) jQuery
15 30 (24.19%) Java
16 29 (23.39%) Test Automation

RESTful
Co-occurring IT Skills in Cambridge 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 27 (21.77%) Elasticsearch
2 5 (4.03%) Apache Spark
3 4 (3.23%) Apache Solr
4 1 (0.81%) JBoss
4 1 (0.81%) Tomcat
Business Applications
1 2 (1.61%) Payment Gateway
Cloud Services
1 29 (23.39%) Microsoft Azure
2 11 (8.87%) GitHub
2 11 (8.87%) SaaS
3 4 (3.23%) Amazon AWS
4 2 (1.61%) Cloud Computing
Communications & Networking
1 2 (1.61%) Wireless
2 1 (0.81%) Bluetooth
2 1 (0.81%) Internet
2 1 (0.81%) WAN
2 1 (0.81%) ZigBee
Database & Business Intelligence
1 35 (28.23%) SQL Server
2 31 (25.00%) MongoDB
3 30 (24.19%) NoSQL
4 23 (18.55%) SQL Server 2016
5 9 (7.26%) SQL Server 2014
6 2 (1.61%) Amazon DynamoDB
6 2 (1.61%) SQL Server Integration Services
6 2 (1.61%) SQL Server Reporting Services
7 1 (0.81%) DocumentDB
7 1 (0.81%) MySQL
7 1 (0.81%) Relational Database
7 1 (0.81%) SQL Server 2008
7 1 (0.81%) SQL Server 2012
7 1 (0.81%) Text Mining
Development Applications
1 31 (25.00%) TeamCity
2 19 (15.32%) Git (software)
3 12 (9.68%) JIRA
4 8 (6.45%) AppVeyor
4 8 (6.45%) gulp
4 8 (6.45%) Jenkins
4 8 (6.45%) Octopus Deploy
4 8 (6.45%) Selenium
5 6 (4.84%) Visual Studio
6 4 (3.23%) GitLab
7 3 (2.42%) Maven
8 2 (1.61%) WebSharper
General
1 18 (14.52%) Pharmaceutical
2 8 (6.45%) Marketing
2 8 (6.45%) Retail
3 5 (4.03%) Advertising
4 1 (0.81%) Games
4 1 (0.81%) Multimedia
Job Titles
1 106 (85.48%) Developer
2 38 (30.65%) .NET Developer
3 29 (23.39%) Senior Developer
4 25 (20.16%) JavaScript Developer
5 23 (18.55%) Messaging Developer
6 22 (17.74%) Full Stack Developer
7 19 (15.32%) C# Developer
7 19 (15.32%) Web Developer
8 14 (11.29%) ASP.NET Developer
9 13 (10.48%) C# .NET Developer
9 13 (10.48%) C# ASP.NET Developer
9 13 (10.48%) Software Engineer
10 10 (8.06%) Applications Developer
10 10 (8.06%) ASP.NET MVC Developer
10 10 (8.06%) Java Developer
10 10 (8.06%) Senior Software Engineer
10 10 (8.06%) Software Developer
11 9 (7.26%) Senior Applications Developer
12 8 (6.45%) Senior Software Developer
12 8 (6.45%) Senior Web Developer
Libraries, Frameworks & Software Standards
1 72 (58.06%) AngularJS
2 58 (46.77%) Node.js
3 55 (44.35%) Web Services
4 52 (41.94%) .NET
5 50 (40.32%) ASP.NET
6 46 (37.10%) ASP.NET MVC
6 46 (37.10%) ASP.NET Web API
7 33 (26.61%) HTML
8 32 (25.81%) ASP.NET MVC 5
8 32 (25.81%) CSS
9 31 (25.00%) React
10 30 (24.19%) jQuery
11 25 (20.16%) Twitter Bootstrap
12 23 (18.55%) KnockoutJS
12 23 (18.55%) MSMQ
12 23 (18.55%) RabbitMQ
12 23 (18.55%) WPF
13 16 (12.90%) .NET Framework
13 16 (12.90%) HTML5
14 14 (11.29%) Entity Framework
Miscellaneous
1 9 (7.26%) Enterprise Software
2 8 (6.45%) Computer Science
2 8 (6.45%) iPad
3 7 (5.65%) Algorithms
4 6 (4.84%) User Experience
5 5 (4.03%) Greenfield Project
6 4 (3.23%) Fintech
7 2 (1.61%) 3D Graphics
7 2 (1.61%) Public Cloud
7 2 (1.61%) Smartphone
7 2 (1.61%) Social Network
8 1 (0.81%) BBC
8 1 (0.81%) Handset
8 1 (0.81%) Life Science
8 1 (0.81%) Mobile App
8 1 (0.81%) Video on Demand
Operating Systems
1 24 (19.35%) Linux
2 6 (4.84%) Apple iOS
3 5 (4.03%) Android
4 1 (0.81%) CentOS
4 1 (0.81%) Embedded Linux
4 1 (0.81%) Red Hat Enterprise Linux
4 1 (0.81%) Unix
4 1 (0.81%) Windows
Processes & Methodologies
1 72 (58.06%) Agile Software Development
2 61 (49.19%) OO
3 52 (41.94%) MVC
4 50 (40.32%) TDD
5 38 (30.65%) Software Engineering
6 36 (29.03%) Web Development
7 35 (28.23%) Web Application Development
8 32 (25.81%) Kanban
9 29 (23.39%) Test Automation
10 26 (20.97%) Front End Development
11 24 (19.35%) Dependency Injection
11 24 (19.35%) Multithreading
12 23 (18.55%) Unit Testing
13 19 (15.32%) Scrum
14 18 (14.52%) OOD
15 17 (13.71%) Analytics
16 16 (12.90%) Cross-Browser Compatibility
16 16 (12.90%) Customer-Centric Development
16 16 (12.90%) Disruptive Innovation
16 16 (12.90%) Knowledge Discovery
Programming Languages
1 63 (50.81%) JavaScript
2 52 (41.94%) C#
3 32 (25.81%) Ruby
4 30 (24.19%) Java
5 25 (20.16%) F#
6 18 (14.52%) C++
6 18 (14.52%) Python
7 13 (10.48%) PHP
8 10 (8.06%) SQL
9 5 (4.03%) C
10 2 (1.61%) Bash Shell
10 2 (1.61%) Objective-C
11 1 (0.81%) Scala
Qualifications
1 13 (10.48%) Degree
2 7 (5.65%) PhD
3 2 (1.61%) Computer Science Degree
3 2 (1.61%) Master's Degree
System Software
1 12 (9.68%) Docker
Systems Management
1 23 (18.55%) Business Desktop Deployment
1 23 (18.55%) Kibana
1 23 (18.55%) WSUS
Vendors
1 32 (25.81%) Microsoft
2 6 (4.84%) Twitter
3 4 (3.23%) Facebook
4 3 (2.42%) Xamarin
5 2 (1.61%) WorldPay
6 1 (0.81%) IBM
6 1 (0.81%) Oracle
6 1 (0.81%) Red Hat