Period
to 20 June 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 20 June 2018 with a comparison to the same period in the previous 2 years.

RESTful
East of England > Cambridgeshire
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 42 74 94
Rank change year-on-year +32 +20 +16
Permanent jobs citing RESTful 255 146 108
As % of all permanent IT jobs advertised in Cambridgeshire 6.02% 4.06% 2.69%
As % of the Libraries, Frameworks & Software Standards category 16.09% 9.53% 6.04%
Number of salaries quoted 185 136 99
Cambridgeshire median annual salary £45,000 £50,000 £44,500
Median salary % change year-on-year -10.00% +12.36% +11.25%
10th Percentile £32,500 £32,750 £35,000
90th Percentile £67,500 £65,000 £57,500
East of England median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +5.88%

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 1,585 1,532 1,788
As % of all permanent IT jobs advertised in Cambridgeshire 37.44% 42.64% 44.58%
Number of salaries quoted 1,136 1,267 1,535
Cambridgeshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -
10th Percentile £31,250 £27,500 £27,500
90th Percentile £67,500 £61,250 £61,250
East of England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +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 20 June 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 20 June 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 +19 211 £47,500 -9.52% 22
Peterborough +6 41 £45,000 -9.09% 1
Huntingdon +1 2 £47,500 -24.00%
RESTful
East of England

For the 6 months to 20 June 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.

1 170 (66.67%) Agile Software Development
2 131 (51.37%) JavaScript
3 110 (43.14%) Web Services
3 110 (43.14%) OO
4 107 (41.96%) AngularJS
5 105 (41.18%) .NET
6 103 (40.39%) TDD
7 94 (36.86%) Python
8 85 (33.33%) C#
9 78 (30.59%) SQL
10 71 (27.84%) Software Engineering
11 70 (27.45%) Git (software)
12 68 (26.67%) Ruby
13 67 (26.27%) SQL Server
14 60 (23.53%) HTML
14 60 (23.53%) DevOps
15 59 (23.14%) WorldPay
15 59 (23.14%) Node.js
15 59 (23.14%) ASP.NET
15 59 (23.14%) Linux
15 59 (23.14%) MVC
16 55 (21.57%) CSS
16 55 (21.57%) Java
17 53 (20.78%) ASP.NET MVC
17 53 (20.78%) ASP.NET MVC 5
18 52 (20.39%) PHP
19 50 (19.61%) Continuous Delivery
19 50 (19.61%) ASP.NET Web API
20 49 (19.22%) MongoDB
21 47 (18.43%) GitHub

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 32 (12.55%) Elasticsearch
2 12 (4.71%) Confluence
2 12 (4.71%) OpenStack
2 12 (4.71%) WebLogic
2 12 (4.71%) WebSphere
3 3 (1.18%) nginx
4 1 (0.39%) IIS
Applications
1 2 (0.78%) S-PLUS
2 1 (0.39%) Microsoft Excel
Business Applications
1 41 (16.08%) Payment Gateway
2 12 (4.71%) Documaker
Cloud Services
1 47 (18.43%) GitHub
2 41 (16.08%) Amazon AWS
3 31 (12.16%) Microsoft Azure
4 25 (9.80%) OpenShift
5 12 (4.71%) IaaS
6 3 (1.18%) Cloud Computing
6 3 (1.18%) npm
7 1 (0.39%) SaaS
Communications & Networking
1 32 (12.55%) HTTP
2 21 (8.24%) Internet
3 15 (5.88%) TCP/IP
4 12 (4.71%) Cisco IOS
4 12 (4.71%) Cisco Nexus
4 12 (4.71%) DHCP
4 12 (4.71%) DNS
4 12 (4.71%) FTP
4 12 (4.71%) HTTPS
4 12 (4.71%) ICMP
4 12 (4.71%) IMAP
4 12 (4.71%) IPsec
4 12 (4.71%) OpenVPN
4 12 (4.71%) POP3
4 12 (4.71%) SMTP
4 12 (4.71%) SNMP
4 12 (4.71%) SSH
4 12 (4.71%) SSL
4 12 (4.71%) Telnet
4 12 (4.71%) WPA2
Database & Business Intelligence
1 67 (26.27%) SQL Server
2 49 (19.22%) MongoDB
3 47 (18.43%) NoSQL
4 42 (16.47%) SQL Server 2016
5 25 (9.80%) Apache Cassandra
6 12 (4.71%) Oracle Database
7 7 (2.75%) PostgreSQL
8 6 (2.35%) Text Mining
9 4 (1.57%) Big Data
9 4 (1.57%) MySQL
10 2 (0.78%) Amazon RDS
10 2 (0.78%) MariaDB
10 2 (0.78%) Neo4j
10 2 (0.78%) Redis
11 1 (0.39%) Data Mining
11 1 (0.39%) MS Access
11 1 (0.39%) Relational Database
Development Applications
1 70 (27.45%) Git (software)
2 41 (16.08%) Sonatype Nexus
3 37 (14.51%) Jenkins
4 32 (12.55%) Cucumber
4 32 (12.55%) TeamCity
5 21 (8.24%) JIRA
6 20 (7.84%) Selenium
7 12 (4.71%) Gerrit
7 12 (4.71%) Mercurial
7 12 (4.71%) NUnit
8 10 (3.92%) SpecFlow
9 9 (3.53%) Visual Studio
10 7 (2.75%) JMeter
11 6 (2.35%) Gatling
11 6 (2.35%) JBehave
11 6 (2.35%) SoapUI
12 4 (1.57%) ReSharper
12 4 (1.57%) webpack
13 3 (1.18%) JUnit
13 3 (1.18%) WebDriver
General
1 36 (14.12%) Finance
2 27 (10.59%) Games
3 12 (4.71%) Marketing
4 10 (3.92%) Music Industry
5 5 (1.96%) Pharmaceutical
6 2 (0.78%) Advertising
6 2 (0.78%) Retail
7 1 (0.39%) Electronics
7 1 (0.39%) Manufacturing
Job Titles
1 174 (68.24%) Developer
2 65 (25.49%) .NET Developer
3 53 (20.78%) Senior Developer
4 35 (13.73%) Java Developer
5 28 (10.98%) Messaging Developer
6 24 (9.41%) Java Scala Developer
6 24 (9.41%) Scala Developer
6 24 (9.41%) Senior Java Developer
7 22 (8.63%) Senior Java Scala Developer
7 22 (8.63%) Senior Scala Developer
7 22 (8.63%) Software Engineer
8 19 (7.45%) Web Developer
9 18 (7.06%) Full Stack Developer
10 17 (6.67%) C++ Software Engineer
10 17 (6.67%) Python Engineer
10 17 (6.67%) Python Software Engineer
10 17 (6.67%) Senior .NET Developer
10 17 (6.67%) Senior C++ Software Engineer
10 17 (6.67%) Senior Software Engineer
11 16 (6.27%) PHP Software Engineer
Libraries, Frameworks & Software Standards
1 110 (43.14%) Web Services
2 107 (41.96%) AngularJS
3 105 (41.18%) .NET
4 60 (23.53%) HTML
5 59 (23.14%) ASP.NET
5 59 (23.14%) Node.js
6 55 (21.57%) CSS
7 53 (20.78%) ASP.NET MVC
7 53 (20.78%) ASP.NET MVC 5
8 50 (19.61%) ASP.NET Web API
9 47 (18.43%) Twitter Bootstrap
10 45 (17.65%) KnockoutJS
11 44 (17.25%) jQuery
12 43 (16.86%) HTML5
13 41 (16.08%) .NET Framework
14 31 (12.16%) WPF
15 28 (10.98%) MSMQ
15 28 (10.98%) RabbitMQ
15 28 (10.98%) WCF
16 27 (10.59%) XML
Miscellaneous
1 37 (14.51%) Fintech
2 23 (9.02%) Distributed Denial-of-Service
2 23 (9.02%) Online Games
2 23 (9.02%) Private Cloud
3 21 (8.24%) User Experience
4 19 (7.45%) Greenfield Project
5 17 (6.67%) Computer Science
6 14 (5.49%) Data Structures
6 14 (5.49%) Life Science
6 14 (5.49%) Mobile App
7 12 (4.71%) Algorithms
7 12 (4.71%) Public Cloud
8 7 (2.75%) Xbox
9 6 (2.35%) Linux Command Line
10 5 (1.96%) Blog
11 3 (1.18%) Self-Motivation
11 3 (1.18%) W3C
12 2 (0.78%) Hybrid Cloud
12 2 (0.78%) Web 2.0
13 1 (0.39%) Smartphone
Operating Systems
1 59 (23.14%) Linux
2 41 (16.08%) Android
3 40 (15.69%) Apple iOS
4 13 (5.10%) Windows
5 12 (4.71%) CentOS
5 12 (4.71%) Red Hat Enterprise Linux
5 12 (4.71%) Solaris
5 12 (4.71%) Windows Server
5 12 (4.71%) Windows Server 2008
5 12 (4.71%) Windows Server 2012
6 6 (2.35%) Unix
Processes & Methodologies
1 170 (66.67%) Agile Software Development
2 110 (43.14%) OO
3 103 (40.39%) TDD
4 71 (27.84%) Software Engineering
5 60 (23.53%) DevOps
6 59 (23.14%) MVC
7 50 (19.61%) Continuous Delivery
8 47 (18.43%) E-Commerce
9 45 (17.65%) Web Application Development
10 43 (16.86%) Continuous Integration
11 42 (16.47%) Acceptance Criteria
11 42 (16.47%) Test Automation
12 41 (16.08%) BDD
13 37 (14.51%) Integration Testing
14 34 (13.33%) Artificial Intelligence
14 34 (13.33%) Multithreading
15 31 (12.16%) Microservices
16 30 (11.76%) Machine Learning
16 30 (11.76%) Problem-Solving
16 30 (11.76%) Wireframes
Programming Languages
1 131 (51.37%) JavaScript
2 94 (36.86%) Python
3 85 (33.33%) C#
4 78 (30.59%) SQL
5 68 (26.67%) Ruby
6 55 (21.57%) Java
7 52 (20.39%) PHP
8 32 (12.55%) C++
9 28 (10.98%) F#
10 25 (9.80%) Scala
11 13 (5.10%) PowerShell
12 12 (4.71%) Apple Swift
12 12 (4.71%) Bash Shell
12 12 (4.71%) Objective-C
12 12 (4.71%) TypeScript
13 4 (1.57%) Java 8
14 3 (1.18%) Kotlin
15 2 (0.78%) C
15 2 (0.78%) T-SQL
16 1 (0.39%) VB.NET
Qualifications
1 19 (7.45%) Degree
2 1 (0.39%) Computer Science Degree
2 1 (0.39%) Master's Degree
Quality Assurance & Compliance
1 23 (9.02%) PCI DSS
2 17 (6.67%) QA
3 3 (1.18%) WAI
System Software
1 44 (17.25%) Docker
2 12 (4.71%) Samba
2 12 (4.71%) VirtualBox
2 12 (4.71%) VMware Infrastructure
3 2 (0.78%) Virtual Machines
4 1 (0.39%) Firmware
Systems Management
1 28 (10.98%) Business Desktop Deployment
1 28 (10.98%) Kibana
1 28 (10.98%) WSUS
2 16 (6.27%) Ansible
3 13 (5.10%) Opscode Chef
3 13 (5.10%) Puppet
4 12 (4.71%) Nagios
4 12 (4.71%) Rancher
4 12 (4.71%) Sysdig
4 12 (4.71%) vRealize
5 3 (1.18%) Kubernetes
6 2 (0.78%) Terraform
7 1 (0.39%) ZABBIX
Vendors
1 59 (23.14%) WorldPay
2 33 (12.94%) Microsoft
3 12 (4.71%) AppDynamics
3 12 (4.71%) BMC
3 12 (4.71%) Cisco
3 12 (4.71%) Google
3 12 (4.71%) HP
3 12 (4.71%) IBM
3 12 (4.71%) Intel
3 12 (4.71%) Mapbox
3 12 (4.71%) New Relic
3 12 (4.71%) Oracle
3 12 (4.71%) Red Hat
3 12 (4.71%) ServiceNow
3 12 (4.71%) Splunk
3 12 (4.71%) VMware
4 5 (1.96%) Facebook
4 5 (1.96%) Twitter