Period
to 23 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Spring skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Spring over the 6 months to 23 September 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Cambridgeshire > Cambridge
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 104 112 103
Rank change year-on-year +8 -9 -27
Permanent jobs citing Spring 49 63 48
As % of all permanent IT jobs advertised in Cambridge 2.06% 2.38% 2.03%
As % of the Libraries, Frameworks & Software Standards category 4.86% 5.40% 4.21%
Number of salaries quoted 24 44 38
Cambridge median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -10.53%
10th Percentile £32,500 £32,500 £31,675
90th Percentile £70,000 £55,350 £60,250
Cambridgeshire median annual salary £49,750 £40,000 £45,000
% change year-on-year +24.38% -11.11% -5.26%

Spring 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 1,008 1,167 1,140
As % of all permanent IT jobs advertised in Cambridge 42.42% 44.10% 48.28%
Number of salaries quoted 785 960 965
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £32,500 £29,000 £26,250
90th Percentile £70,000 £65,000 £62,000
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Spring
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Spring in Cambridge

Spring
Salary Trend in Cambridge

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

Salary trend for Spring in Cambridge

Spring
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Spring in Cambridge over the 6 months to 23 September 2018.

Salary histogram for Spring in Cambridge

For the 6 months to 23 September 2018, IT jobs citing Spring 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 Cambridge region with a requirement for Spring.

1 45 (91.84%) Java
2 40 (81.63%) Agile Software Development
3 35 (71.43%) Web Services
4 34 (69.39%) JavaScript
5 32 (65.31%) SQL
6 26 (53.06%) TDD
7 25 (51.02%) WorldPay
8 24 (48.98%) DevOps
9 23 (46.94%) Software Engineering
10 22 (44.90%) E-Commerce
10 22 (44.90%) RESTful
10 22 (44.90%) Amazon AWS
11 21 (42.86%) Scala
11 21 (42.86%) Apache Cassandra
11 21 (42.86%) Continuous Delivery
11 21 (42.86%) Akka
11 21 (42.86%) OpenShift
11 21 (42.86%) Payment Gateway
12 20 (40.82%) Microservices
13 19 (38.78%) Docker
14 18 (36.73%) Software Architecture
14 18 (36.73%) Integration Testing
15 17 (34.69%) NoSQL
16 14 (28.57%) Continuous Integration
17 13 (26.53%) GitHub
17 13 (26.53%) Python
17 13 (26.53%) .NET
17 13 (26.53%) Oracle
17 13 (26.53%) HTML
17 13 (26.53%) Ruby

Spring
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 10 (20.41%) Apache
2 4 (8.16%) JBoss
2 4 (8.16%) Tomcat
2 4 (8.16%) WebLogic
3 3 (6.12%) Cloud Foundry
Business Applications
1 21 (42.86%) Payment Gateway
Cloud Services
1 22 (44.90%) Amazon AWS
2 21 (42.86%) OpenShift
3 13 (26.53%) GitHub
4 3 (6.12%) Amazon CloudWatch
Communications & Networking
1 2 (4.08%) Radio Access Network
2 1 (2.04%) SNMP
Database & Business Intelligence
1 21 (42.86%) Apache Cassandra
2 17 (34.69%) NoSQL
3 11 (22.45%) MySQL
4 9 (18.37%) Amazon RDS
5 6 (12.24%) Big Data
5 6 (12.24%) Hadoop
5 6 (12.24%) PostgreSQL
6 4 (8.16%) Oracle Database
6 4 (8.16%) Oracle Database 12c
6 4 (8.16%) SQL Server
6 4 (8.16%) SQL Server 2016
7 3 (6.12%) MongoDB
7 3 (6.12%) Relational Database
8 1 (2.04%) RDBMS
Development Applications
1 12 (24.49%) Jenkins
1 12 (24.49%) Sonatype Nexus
2 10 (20.41%) Maven
3 9 (18.37%) Cucumber
4 7 (14.29%) JIRA
5 4 (8.16%) Gatling
5 4 (8.16%) JMeter
5 4 (8.16%) LoadRunner
5 4 (8.16%) The Grinder
6 3 (6.12%) Git (software)
7 2 (4.08%) Eclipse
7 2 (4.08%) git-flow
7 2 (4.08%) JUnit
7 2 (4.08%) Mercurial
8 1 (2.04%) Gradle
8 1 (2.04%) Hudson
8 1 (2.04%) Jasmine
8 1 (2.04%) Selenium
8 1 (2.04%) Subversion
General
1 9 (18.37%) Finance
1 9 (18.37%) Games
2 3 (6.12%) Retail
3 2 (4.08%) Banking
3 2 (4.08%) Investment Banking
3 2 (4.08%) Telecoms
4 1 (2.04%) Manufacturing
Job Titles
1 32 (65.31%) Developer
2 26 (53.06%) Java Developer
3 18 (36.73%) Java Scala Developer
3 18 (36.73%) Scala Developer
4 11 (22.45%) Senior Developer
4 11 (22.45%) Software Developer
5 10 (20.41%) Senior Java Developer
5 10 (20.41%) Senior Java Scala Developer
5 10 (20.41%) Senior Scala Developer
5 10 (20.41%) Software Engineer
6 9 (18.37%) AWS Developer
6 9 (18.37%) Java Software Developer
7 8 (16.33%) Principal Developer
7 8 (16.33%) Principal Java Developer
7 8 (16.33%) Principal Software Developer
8 6 (12.24%) JavaScript Engineer
9 4 (8.16%) Performance Tester
9 4 (8.16%) Tester
10 3 (6.12%) Graduate
10 3 (6.12%) Graduate Developer
Libraries, Frameworks & Software Standards
1 35 (71.43%) Web Services
2 22 (44.90%) RESTful
3 21 (42.86%) Akka
4 13 (26.53%) .NET
4 13 (26.53%) AngularJS
4 13 (26.53%) HTML
5 12 (24.49%) CSS
5 12 (24.49%) Spring Boot
6 11 (22.45%) jQuery
7 10 (20.41%) HTML5
7 10 (20.41%) Play Framework
8 9 (18.37%) .NET Framework
8 9 (18.37%) Hibernate
9 8 (16.33%) REST
10 6 (12.24%) Apache Commons
10 6 (12.24%) OSGi
10 6 (12.24%) SOAP
10 6 (12.24%) WSDL
11 5 (10.20%) Node.js
12 4 (8.16%) JPA
Miscellaneous
1 12 (24.49%) Private Cloud
1 12 (24.49%) Public Cloud
2 9 (18.37%) Computer Science
2 9 (18.37%) Distributed Denial-of-Service
2 9 (18.37%) Fintech
2 9 (18.37%) Hybrid Cloud
2 9 (18.37%) Online Games
3 8 (16.33%) Algorithms
3 8 (16.33%) Data Structures
4 3 (6.12%) Enterprise Cloud
4 3 (6.12%) User Experience
Operating Systems
1 12 (24.49%) Android
2 9 (18.37%) Apple iOS
3 5 (10.20%) Linux
4 3 (6.12%) Debian
5 1 (2.04%) CentOS
Processes & Methodologies
1 40 (81.63%) Agile Software Development
2 26 (53.06%) TDD
3 24 (48.98%) DevOps
4 23 (46.94%) Software Engineering
5 22 (44.90%) E-Commerce
6 21 (42.86%) Continuous Delivery
7 20 (40.82%) Microservices
8 18 (36.73%) Integration Testing
8 18 (36.73%) Software Architecture
9 14 (28.57%) Continuous Integration
10 11 (22.45%) Web Development
11 10 (20.41%) SDLC
11 10 (20.41%) Test Automation
12 9 (18.37%) API Design
12 9 (18.37%) Cryptography
12 9 (18.37%) DDoS Mitigation
12 9 (18.37%) ERD
12 9 (18.37%) MVC
12 9 (18.37%) Unit Testing
12 9 (18.37%) Wireframes
Programming Languages
1 45 (91.84%) Java
2 34 (69.39%) JavaScript
3 32 (65.31%) SQL
4 21 (42.86%) Scala
5 13 (26.53%) Python
5 13 (26.53%) Ruby
6 5 (10.20%) Java 8
7 4 (8.16%) PHP
8 2 (4.08%) ES6
9 1 (2.04%) Apple Swift
9 1 (2.04%) Objective-C
Qualifications
1 9 (18.37%) Degree
2 5 (10.20%) Computer Science Degree
Quality Assurance & Compliance
1 9 (18.37%) PCI DSS
1 9 (18.37%) QA
System Software
1 19 (38.78%) Docker
2 1 (2.04%) Shibboleth
Systems Management
1 13 (26.53%) Ansible
2 9 (18.37%) Kubernetes
2 9 (18.37%) Terraform
3 4 (8.16%) Puppet
4 3 (6.12%) Nagios
Vendors
1 25 (51.02%) WorldPay
2 13 (26.53%) Oracle
3 3 (6.12%) AppDynamics
3 3 (6.12%) Qualys
3 3 (6.12%) Splunk
4 2 (4.08%) Google
5 1 (2.04%) Red Hat