Period
to 16 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 16 November 2018 with a comparison to the same period in the previous 2 years.

RESTful
East of England > Cambridgeshire
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 74 71 75
Rank change year-on-year -3 +4 +6
Permanent jobs citing RESTful 119 170 120
As % of all permanent IT jobs advertised in Cambridgeshire 3.70% 4.12% 3.41%
As % of the Libraries, Frameworks & Software Standards category 10.28% 9.99% 7.94%
Number of salaries quoted 93 153 107
Cambridgeshire median annual salary £45,000 £45,000 £45,000
10th Percentile £31,250 £33,750 £32,500
90th Percentile £63,750 £67,500 £57,500
East of England median annual salary £45,500 £47,500 £48,500
% change year-on-year -4.21% -2.06% +2.11%

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

All Software Libraries and Frameworks
Cambridgeshire
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,158 1,702 1,511
As % of all permanent IT jobs advertised in Cambridgeshire 36.01% 41.23% 42.89%
Number of salaries quoted 925 1,395 1,288
Cambridgeshire median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £31,250 £30,000 £26,250
90th Percentile £70,750 £70,000 £61,250
East of England median annual salary £47,500 £47,000 £45,000
% change year-on-year +1.06% +4.44% +5.88%

RESTful
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for RESTful in Cambridgeshire

RESTful
Salary Trend in Cambridgeshire

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

Salary trend for RESTful in Cambridgeshire

RESTful
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing RESTful in Cambridgeshire over the 6 months to 16 November 2018.

Salary histogram for RESTful in Cambridgeshire

RESTful
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the Cambridgeshire region over the 6 months to 16 November 2018. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +30 107 £45,500 -1.62% 31
Peterborough -63 12 £45,000 +5.88% 6
RESTful
East of England

For the 6 months to 16 November 2018, IT jobs citing RESTful also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cambridgeshire region with a requirement for RESTful.

1 84 (70.59%) Agile Software Development
2 83 (69.75%) JavaScript
3 66 (55.46%) Web Services
4 54 (45.38%) HTML
4 54 (45.38%) SQL
5 52 (43.70%) CSS
6 42 (35.29%) AngularJS
7 41 (34.45%) TDD
8 37 (31.09%) Java
8 37 (31.09%) Python
9 33 (27.73%) Software Engineering
10 32 (26.89%) DevOps
11 31 (26.05%) OO
11 31 (26.05%) Degree
12 30 (25.21%) Computer Science
13 28 (23.53%) Node.js
14 27 (22.69%) HTML5
15 26 (21.85%) Twitter Bootstrap
15 26 (21.85%) Test Automation
15 26 (21.85%) C#
16 25 (21.01%) .NET
17 24 (20.17%) Continuous Delivery
18 23 (19.33%) Microservices
18 23 (19.33%) WorldPay
18 23 (19.33%) Git (software)
19 22 (18.49%) Amazon AWS
19 22 (18.49%) Spring
19 22 (18.49%) Docker
20 21 (17.65%) Ansible
20 21 (17.65%) E-Commerce

RESTful
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 9 (7.56%) Elasticsearch
2 7 (5.88%) Cloud Foundry
3 5 (4.20%) OpenStack
4 4 (3.36%) nginx
5 3 (2.52%) Confluence
5 3 (2.52%) WebLogic
5 3 (2.52%) WebSphere
6 2 (1.68%) Tomcat
7 1 (0.84%) CMS
Business Applications
1 18 (15.13%) Payment Gateway
2 3 (2.52%) Documaker
Cloud Services
1 22 (18.49%) Amazon AWS
2 14 (11.76%) OpenShift
3 11 (9.24%) Microsoft Azure
4 9 (7.56%) GitHub
5 3 (2.52%) IaaS
6 2 (1.68%) npm
7 1 (0.84%) Cloud Computing
Communications & Networking
1 11 (9.24%) HTTP
2 5 (4.20%) Internet
3 3 (2.52%) Cisco IOS
3 3 (2.52%) Cisco Nexus
3 3 (2.52%) DHCP
3 3 (2.52%) DNS
3 3 (2.52%) FTP
3 3 (2.52%) HTTPS
3 3 (2.52%) ICMP
3 3 (2.52%) IMAP
3 3 (2.52%) IPsec
3 3 (2.52%) OpenVPN
3 3 (2.52%) POP3
3 3 (2.52%) SMTP
3 3 (2.52%) SNMP
3 3 (2.52%) SSH
3 3 (2.52%) SSL
3 3 (2.52%) TCP/IP
3 3 (2.52%) Telnet
3 3 (2.52%) WPA2
Database & Business Intelligence
1 19 (15.97%) MongoDB
2 17 (14.29%) Apache Cassandra
3 16 (13.45%) NoSQL
4 15 (12.61%) SQL Server
5 12 (10.08%) Amazon RDS
6 10 (8.40%) SQL Server 2016
7 6 (5.04%) PostgreSQL
8 4 (3.36%) Data Mining
9 3 (2.52%) MySQL
9 3 (2.52%) Neo4j
9 3 (2.52%) Oracle Database
10 2 (1.68%) Amazon DynamoDB
10 2 (1.68%) SQL Server Reporting Services
11 1 (0.84%) MariaDB
11 1 (0.84%) Relational Database
11 1 (0.84%) SQL Server 2012
11 1 (0.84%) SQL Server 2014
Development Applications
1 23 (19.33%) Git (software)
2 10 (8.40%) Jenkins
3 8 (6.72%) Cucumber
3 8 (6.72%) Selenium
4 7 (5.88%) Sonatype Nexus
5 5 (4.20%) JIRA
5 5 (4.20%) JUnit
5 5 (4.20%) TeamCity
6 4 (3.36%) gulp
7 3 (2.52%) Gerrit
7 3 (2.52%) JMeter
8 2 (1.68%) Gatling
8 2 (1.68%) Gradle
8 2 (1.68%) JBehave
8 2 (1.68%) Maven
8 2 (1.68%) SoapUI
8 2 (1.68%) Travis CI
8 2 (1.68%) webpack
9 1 (0.84%) Jasmine
9 1 (0.84%) Protractor
General
1 6 (5.04%) Finance
1 6 (5.04%) Games
1 6 (5.04%) Retail
2 3 (2.52%) Telecoms
3 2 (1.68%) Music Industry
4 1 (0.84%) Multimedia
Job Titles
1 81 (68.07%) Developer
2 21 (17.65%) Senior Developer
3 20 (16.81%) Java Developer
4 19 (15.97%) .NET Developer
4 19 (15.97%) Software Engineer
5 17 (14.29%) Full Stack Developer
6 14 (11.76%) Python Developer
6 14 (11.76%) Software Developer
7 13 (10.92%) Web Developer
8 12 (10.08%) Graduate
9 11 (9.24%) Graduate Developer
9 11 (9.24%) Java Scala Developer
9 11 (9.24%) Scala Developer
10 9 (7.56%) AWS Developer
10 9 (7.56%) Java Software Developer
11 8 (6.72%) Graduate Python Developer
11 8 (6.72%) Principal Developer
11 8 (6.72%) Principal Java Developer
11 8 (6.72%) Principal Software Developer
12 6 (5.04%) UI Developer
Libraries, Frameworks & Software Standards
1 66 (55.46%) Web Services
2 54 (45.38%) HTML
3 52 (43.70%) CSS
4 42 (35.29%) AngularJS
5 28 (23.53%) Node.js
6 27 (22.69%) HTML5
7 26 (21.85%) Twitter Bootstrap
8 25 (21.01%) .NET
9 22 (18.49%) Spring
10 20 (16.81%) CSS3
10 20 (16.81%) jQuery
11 15 (12.61%) ASP.NET
11 15 (12.61%) Django
11 15 (12.61%) JSON
12 14 (11.76%) Akka
13 13 (10.92%) ASP.NET Web API
13 13 (10.92%) React
14 12 (10.08%) ASP.NET MVC
14 12 (10.08%) Play Framework
14 12 (10.08%) Spring Boot
Miscellaneous
1 30 (25.21%) Computer Science
2 13 (10.92%) Public Cloud
3 12 (10.08%) Hybrid Cloud
3 12 (10.08%) Life Science
4 11 (9.24%) Greenfield Project
4 11 (9.24%) User Experience
5 7 (5.88%) Algorithms
5 7 (5.88%) Data Structures
5 7 (5.88%) Enterprise Cloud
6 4 (3.36%) Enterprise Software
6 4 (3.36%) Fintech
6 4 (3.36%) Private Cloud
7 3 (2.52%) Client/Server
8 2 (1.68%) Distributed Denial-of-Service
8 2 (1.68%) Linux Command Line
8 2 (1.68%) Online Games
8 2 (1.68%) Self-Motivation
9 1 (0.84%) BBC
9 1 (0.84%) Mobile App
9 1 (0.84%) Social Media
Operating Systems
1 17 (14.29%) Linux
2 6 (5.04%) Android
3 3 (2.52%) CentOS
3 3 (2.52%) Red Hat Enterprise Linux
3 3 (2.52%) Solaris
3 3 (2.52%) Windows
3 3 (2.52%) Windows Server
3 3 (2.52%) Windows Server 2008
3 3 (2.52%) Windows Server 2012
4 2 (1.68%) Apple iOS
4 2 (1.68%) Ubuntu
4 2 (1.68%) Unix
Processes & Methodologies
1 84 (70.59%) Agile Software Development
2 41 (34.45%) TDD
3 33 (27.73%) Software Engineering
4 32 (26.89%) DevOps
5 31 (26.05%) OO
6 26 (21.85%) Test Automation
7 24 (20.17%) Continuous Delivery
8 23 (19.33%) Microservices
9 21 (17.65%) E-Commerce
10 18 (15.13%) BDD
10 18 (15.13%) Integration Testing
10 18 (15.13%) MVC
11 14 (11.76%) Continuous Integration
11 14 (11.76%) Software Architecture
12 13 (10.92%) Mathematics
13 12 (10.08%) Acceptance Criteria
13 12 (10.08%) API Design
13 12 (10.08%) Scrum
13 12 (10.08%) Unit Testing
14 11 (9.24%) Server Management
Programming Languages
1 83 (69.75%) JavaScript
2 54 (45.38%) SQL
3 37 (31.09%) Java
3 37 (31.09%) Python
4 26 (21.85%) C#
5 14 (11.76%) Scala
6 13 (10.92%) Ruby
7 11 (9.24%) TypeScript
8 9 (7.56%) PHP
9 7 (5.88%) Bash Shell
10 6 (5.04%) C++
11 5 (4.20%) F#
12 4 (3.36%) C
12 4 (3.36%) Kotlin
13 3 (2.52%) PowerShell
14 2 (1.68%) T-SQL
15 1 (0.84%) Apple Swift
15 1 (0.84%) Objective-C
15 1 (0.84%) Perl
Qualifications
1 31 (26.05%) Degree
2 12 (10.08%) Computer Science Degree
Quality Assurance & Compliance
1 20 (16.81%) QA
2 2 (1.68%) PCI DSS
System Software
1 22 (18.49%) Docker
2 3 (2.52%) Samba
2 3 (2.52%) Virtual Machines
2 3 (2.52%) VirtualBox
2 3 (2.52%) VMware Infrastructure
3 1 (0.84%) Firmware
Systems Management
1 21 (17.65%) Ansible
2 14 (11.76%) Kubernetes
2 14 (11.76%) Terraform
3 5 (4.20%) Business Desktop Deployment
3 5 (4.20%) Kibana
3 5 (4.20%) WSUS
4 3 (2.52%) Nagios
4 3 (2.52%) Opscode Chef
4 3 (2.52%) Puppet
4 3 (2.52%) Rancher
4 3 (2.52%) Sysdig
4 3 (2.52%) vRealize
5 2 (1.68%) Packer
Vendors
1 23 (19.33%) WorldPay
2 7 (5.88%) Microsoft
3 3 (2.52%) AppDynamics
3 3 (2.52%) BMC
3 3 (2.52%) Cisco
3 3 (2.52%) HP
3 3 (2.52%) IBM
3 3 (2.52%) Intel
3 3 (2.52%) New Relic
3 3 (2.52%) Oracle
3 3 (2.52%) Red Hat
3 3 (2.52%) ServiceNow
3 3 (2.52%) Splunk
3 3 (2.52%) VMware
4 1 (0.84%) Apple
4 1 (0.84%) Facebook
4 1 (0.84%) Google
4 1 (0.84%) Sony
4 1 (0.84%) Yahoo!