Period
to 13 November 2019

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 13 November 2019 with a comparison to the same period in the previous 2 years.

RESTful
East of England > Cambridgeshire
6 months to
13 Nov 2019
Same period 2018 Same period 2017
Rank 51 71 70
Rank change year-on-year +20 -1 +1
Permanent jobs citing RESTful 109 120 170
As % of all permanent IT jobs advertised in Cambridgeshire 5.13% 3.72% 4.13%
As % of the Libraries, Frameworks & Software Standards category 15.01% 10.45% 9.98%
Number of salaries quoted 81 95 153
Cambridgeshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £37,500 £31,250 £33,750
90th Percentile £73,750 £63,750 £67,500
East of England median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% -2.06%

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 726 1,148 1,704
As % of all permanent IT jobs advertised in Cambridgeshire 34.20% 35.62% 41.43%
Number of salaries quoted 454 920 1,399
Cambridgeshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £35,375 £31,250 £30,000
90th Percentile £72,500 £71,250 £70,000
East of England median annual salary £50,000 £47,500 £46,902
% change year-on-year +5.26% +1.27% +4.23%

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 13 November 2019.

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 13 November 2019. 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 +17 104 £50,000 +9.89% 34
Peterborough +39 1 £35,000 -22.22% 1
RESTful
East of England

For the 6 months to 13 November 2019, 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 61 (55.96%) Agile Software Development
2 52 (47.71%) AWS
3 51 (46.79%) Microservices
4 49 (44.95%) SQL
4 49 (44.95%) JavaScript
5 47 (43.12%) Java
6 42 (38.53%) Docker
7 40 (36.70%) JSON
8 38 (34.86%) DevOps
9 36 (33.03%) Kubernetes
10 33 (30.28%) Python
11 32 (29.36%) Kafka
11 32 (29.36%) Apache Cassandra
12 31 (28.44%) Web Services
13 30 (27.52%) Test Automation
13 30 (27.52%) Continuous Delivery
13 30 (27.52%) Acceptance Criteria
14 29 (26.61%) Continuous Integration
14 29 (26.61%) Software Engineering
15 27 (24.77%) OO
15 27 (24.77%) AngularJS
16 26 (23.85%) Computer Science
17 25 (22.94%) C#
18 24 (22.02%) NoSQL
19 23 (21.10%) Selenium
20 22 (20.18%) React
21 21 (19.27%) Spring Boot
22 20 (18.35%) HTML
22 20 (18.35%) CSS
22 20 (18.35%) Amazon ECS

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 15 (13.76%) OpenStack
2 3 (2.75%) JBoss
2 3 (2.75%) WildFly
3 2 (1.83%) Tomcat
4 1 (0.92%) Elasticsearch
Cloud Services
1 52 (47.71%) AWS
2 20 (18.35%) Amazon ECS
3 18 (16.51%) GCP
3 18 (16.51%) IBM Cloud
4 11 (10.09%) Azure
5 5 (4.59%) Cloud Computing
6 2 (1.83%) Serverless
7 1 (0.92%) Amazon EC2
7 1 (0.92%) AWS IoT
7 1 (0.92%) CloudFront
Communications & Networking
1 2 (1.83%) SSL
2 1 (0.92%) Bluetooth
2 1 (0.92%) Wireless
Database & Business Intelligence
1 32 (29.36%) Apache Cassandra
2 24 (22.02%) NoSQL
3 7 (6.42%) PostgreSQL
3 7 (6.42%) Relational Database
3 7 (6.42%) SQL Server
4 6 (5.50%) MongoDB
4 6 (5.50%) MySQL
5 3 (2.75%) Spatial Data
6 2 (1.83%) SQL Server 2016
6 2 (1.83%) SQL Server 2017
7 1 (0.92%) Amazon DynamoDB
7 1 (0.92%) Amazon RDS
7 1 (0.92%) Data Mining
7 1 (0.92%) RDBMS
Development Applications
1 23 (21.10%) Selenium
2 19 (17.43%) Cucumber
2 19 (17.43%) JIRA
3 17 (15.60%) Gradle
4 14 (12.84%) JMeter
4 14 (12.84%) JUnit
4 14 (12.84%) TestNG
5 10 (9.17%) Git (software)
6 5 (4.59%) Jasmine
7 4 (3.67%) Jenkins
8 3 (2.75%) Hudson
8 3 (2.75%) Maven
9 2 (1.83%) Atlassian Bamboo
10 1 (0.92%) TeamCity
General
1 6 (5.50%) Pharmaceutical
2 4 (3.67%) Manufacturing
3 3 (2.75%) Automotive
4 2 (1.83%) Finance
Job Titles
1 60 (55.05%) Developer
2 19 (17.43%) Software Engineer
3 18 (16.51%) Senior Developer
4 16 (14.68%) Product Owner
4 16 (14.68%) Senior Product Owner
5 15 (13.76%) Java Developer
6 12 (11.01%) Python Developer
6 12 (11.01%) Software Developer
7 11 (10.09%) Full Stack Developer
8 10 (9.17%) Java Engineer
8 10 (9.17%) Java Software Engineer
9 9 (8.26%) Senior Java Developer
9 9 (8.26%) Test Automation Engineer
9 9 (8.26%) Test Engineer
10 8 (7.34%) .NET Developer
10 8 (7.34%) Senior Python Developer
11 7 (6.42%) Front End Developer (Client-Side Developer)
11 7 (6.42%) JavaScript Developer
11 7 (6.42%) Lead Developer
11 7 (6.42%) React Developer
Libraries, Frameworks & Software Standards
1 40 (36.70%) JSON
2 32 (29.36%) Kafka
3 31 (28.44%) Web Services
4 27 (24.77%) AngularJS
5 22 (20.18%) React
6 21 (19.27%) Spring Boot
7 20 (18.35%) CSS
7 20 (18.35%) HTML
8 18 (16.51%) Spring
9 16 (14.68%) Java EE
10 14 (12.84%) jOOQ
11 13 (11.93%) Django
12 11 (10.09%) Node.js
13 9 (8.26%) CSS3
13 9 (8.26%) HTML5
14 8 (7.34%) .NET
14 8 (7.34%) XML
15 7 (6.42%) ASP.NET Web API
16 6 (5.50%) REST
16 6 (5.50%) Vue.js
Miscellaneous
1 20 (18.35%) Renewable Energy
2 8 (7.34%) Life Science
2 8 (7.34%) User Experience
3 6 (5.50%) Self-Motivation
4 4 (3.67%) Robotics
5 3 (2.75%) W3C
5 3 (2.75%) Web 2.0
6 2 (1.83%) Mobile App
6 2 (1.83%) PKI
7 1 (0.92%) Blog
7 1 (0.92%) Greenfield Project
7 1 (0.92%) Handset
Operating Systems
1 18 (16.51%) Windows
2 17 (15.60%) Linux
3 6 (5.50%) Android
4 5 (4.59%) Apple iOS
5 4 (3.67%) Robot Operating System
6 2 (1.83%) Windows Server
7 1 (0.92%) Embedded Linux
Processes & Methodologies
1 61 (55.96%) Agile Software Development
2 51 (46.79%) Microservices
3 38 (34.86%) DevOps
4 30 (27.52%) Acceptance Criteria
4 30 (27.52%) Continuous Delivery
4 30 (27.52%) Test Automation
5 29 (26.61%) Continuous Integration
5 29 (26.61%) Software Engineering
6 27 (24.77%) OO
7 26 (23.85%) Computer Science
8 19 (17.43%) BDD
9 18 (16.51%) Business Analysis
9 18 (16.51%) Decision-Making
9 18 (16.51%) Stakeholder Management
10 16 (14.68%) Data-Driven Decision Making
10 16 (14.68%) Fintech
10 16 (14.68%) Product Management
10 16 (14.68%) Requirements Analysis
10 16 (14.68%) Sprint Planning
10 16 (14.68%) Sprint Retrospective
Programming Languages
1 49 (44.95%) JavaScript
1 49 (44.95%) SQL
2 47 (43.12%) Java
3 33 (30.28%) Python
4 25 (22.94%) C#
5 14 (12.84%) Groovy
6 7 (6.42%) ES6
7 4 (3.67%) C++
7 4 (3.67%) PyPy
8 3 (2.75%) Bash Shell
8 3 (2.75%) Objective-C
9 2 (1.83%) Ruby
9 2 (1.83%) TypeScript
10 1 (0.92%) F#
10 1 (0.92%) PHP
Qualifications
1 15 (13.76%) Degree
2 5 (4.59%) Computer Science Degree
Quality Assurance & Compliance
1 13 (11.93%) QA
2 3 (2.75%) WAI
System Software
1 42 (38.53%) Docker
2 1 (0.92%) Active Directory
Systems Management
1 36 (33.03%) Kubernetes
2 5 (4.59%) Ansible
3 1 (0.92%) Business Desktop Deployment
3 1 (0.92%) Istio
3 1 (0.92%) Kibana
3 1 (0.92%) Opscode Chef
3 1 (0.92%) Puppet
3 1 (0.92%) Single Sign-On
3 1 (0.92%) WSUS
Vendors
1 18 (16.51%) IBM
1 18 (16.51%) WorldPay
2 4 (3.67%) Microsoft
3 3 (2.75%) Dell
3 3 (2.75%) Oracle
4 1 (0.92%) Google
4 1 (0.92%) MuleSoft