Period
to 13 November 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 13 November 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Cambridgeshire > Cambridge
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 88 113 95
Rank change year-on-year +25 -18 -6
Permanent jobs citing Spring 55 68 53
As % of all permanent IT jobs advertised in Cambridge 2.64% 2.26% 2.34%
As % of the Libraries, Frameworks & Software Standards category 6.34% 5.40% 5.12%
Number of salaries quoted 33 49 48
Cambridge median annual salary £50,000 £45,000 £44,000
Median salary % change year-on-year +11.11% +2.27% -7.37%
10th Percentile £32,000 £34,000 £29,750
90th Percentile £70,000 £56,150 £57,875
Cambridgeshire median annual salary £50,000 £45,000 £45,000
% change year-on-year +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 867 1,259 1,036
As % of all permanent IT jobs advertised in Cambridge 41.56% 41.81% 45.80%
Number of salaries quoted 730 1,010 869
Cambridge 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 £72,500 £70,000 £62,500
Cambridgeshire median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 13 November 2018.

Salary histogram for Spring in Cambridge

For the 6 months to 13 November 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 51 (92.73%) Java
2 41 (74.55%) Agile Software Development
3 34 (61.82%) JavaScript
4 32 (58.18%) TDD
5 31 (56.36%) SQL
5 31 (56.36%) Web Services
6 22 (40.00%) Software Engineering
7 21 (38.18%) RESTful
7 21 (38.18%) Amazon AWS
7 21 (38.18%) Apache Cassandra
7 21 (38.18%) DevOps
7 21 (38.18%) Continuous Delivery
7 21 (38.18%) WorldPay
8 20 (36.36%) E-Commerce
9 19 (34.55%) Microservices
10 18 (32.73%) Akka
10 18 (32.73%) OpenShift
10 18 (32.73%) Payment Gateway
10 18 (32.73%) Scala
11 17 (30.91%) Spring Boot
11 17 (30.91%) Ansible
12 16 (29.09%) Degree
12 16 (29.09%) Integration Testing
13 15 (27.27%) Computer Science
13 15 (27.27%) HTML
13 15 (27.27%) Docker
13 15 (27.27%) Play Framework
14 14 (25.45%) Amazon RDS
14 14 (25.45%) Kubernetes
14 14 (25.45%) Hybrid Cloud

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 6 (10.91%) Apache
2 3 (5.45%) Apache Spark
2 3 (5.45%) Cloud Foundry
3 1 (1.82%) Tomcat
Business Applications
1 18 (32.73%) Payment Gateway
Cloud Services
1 21 (38.18%) Amazon AWS
2 18 (32.73%) OpenShift
3 4 (7.27%) GitHub
4 2 (3.64%) Amazon CloudWatch
5 1 (1.82%) Microsoft Azure
Communications & Networking
1 3 (5.45%) Internet
2 2 (3.64%) Radio Access Network
3 1 (1.82%) SNMP
Database & Business Intelligence
1 21 (38.18%) Apache Cassandra
2 14 (25.45%) Amazon RDS
3 13 (23.64%) NoSQL
4 11 (20.00%) MySQL
5 9 (16.36%) Big Data
5 9 (16.36%) Hadoop
6 6 (10.91%) PostgreSQL
7 4 (7.27%) Relational Database
8 3 (5.45%) MongoDB
9 1 (1.82%) RDBMS
9 1 (1.82%) SQL Server Reporting Services
Development Applications
1 9 (16.36%) Maven
2 6 (10.91%) Git (software)
3 4 (7.27%) Eclipse
3 4 (7.27%) Jenkins
3 4 (7.27%) Sonatype Nexus
4 3 (5.45%) JIRA
4 3 (5.45%) JUnit
5 2 (3.64%) Cucumber
5 2 (3.64%) git-flow
5 2 (3.64%) Mercurial
6 1 (1.82%) Gradle
6 1 (1.82%) Hudson
6 1 (1.82%) Jasmine
6 1 (1.82%) Mockito
6 1 (1.82%) Selenium
6 1 (1.82%) Subversion
General
1 5 (9.09%) Banking
2 4 (7.27%) Retail
3 3 (5.45%) Finance
4 2 (3.64%) Games
4 2 (3.64%) Investment Banking
4 2 (3.64%) Telecoms
5 1 (1.82%) Manufacturing
Job Titles
1 35 (63.64%) Developer
2 25 (45.45%) Java Developer
3 15 (27.27%) Software Developer
3 15 (27.27%) Software Engineer
4 11 (20.00%) Java Scala Developer
4 11 (20.00%) Scala Developer
5 9 (16.36%) AWS Developer
5 9 (16.36%) Java Software Developer
6 8 (14.55%) Graduate
6 8 (14.55%) Principal Developer
6 8 (14.55%) Principal Java Developer
6 8 (14.55%) Principal Software Developer
7 6 (10.91%) Graduate Developer
7 6 (10.91%) JavaScript Engineer
8 5 (9.09%) Java Engineer
8 5 (9.09%) Java Software Engineer
8 5 (9.09%) Senior Developer
9 4 (7.27%) Senior Java Developer
10 3 (5.45%) Graduate Java Developer
10 3 (5.45%) Principal Engineer
Libraries, Frameworks & Software Standards
1 31 (56.36%) Web Services
2 21 (38.18%) RESTful
3 18 (32.73%) Akka
4 17 (30.91%) Spring Boot
5 15 (27.27%) HTML
5 15 (27.27%) Play Framework
6 14 (25.45%) CSS
7 12 (21.82%) jQuery
8 11 (20.00%) Hibernate
9 10 (18.18%) HTML5
10 8 (14.55%) REST
11 6 (10.91%) AngularJS
11 6 (10.91%) Apache Commons
11 6 (10.91%) OSGi
11 6 (10.91%) SOAP
11 6 (10.91%) WSDL
12 5 (9.09%) Node.js
13 4 (7.27%) JPA
14 3 (5.45%) JSON
14 3 (5.45%) Spring MVC
Miscellaneous
1 15 (27.27%) Computer Science
2 14 (25.45%) Hybrid Cloud
3 11 (20.00%) Public Cloud
4 8 (14.55%) Algorithms
4 8 (14.55%) Data Structures
5 4 (7.27%) Private Cloud
5 4 (7.27%) User Experience
6 3 (5.45%) Enterprise Cloud
7 2 (3.64%) Distributed Denial-of-Service
7 2 (3.64%) Fintech
7 2 (3.64%) Online Games
8 1 (1.82%) Enterprise Software
Operating Systems
1 8 (14.55%) Linux
2 5 (9.09%) Android
3 3 (5.45%) Debian
4 2 (3.64%) Apple iOS
5 1 (1.82%) CentOS
Processes & Methodologies
1 41 (74.55%) Agile Software Development
2 32 (58.18%) TDD
3 22 (40.00%) Software Engineering
4 21 (38.18%) Continuous Delivery
4 21 (38.18%) DevOps
5 20 (36.36%) E-Commerce
6 19 (34.55%) Microservices
7 16 (29.09%) Integration Testing
8 14 (25.45%) Software Architecture
9 13 (23.64%) MVC
9 13 (23.64%) Scrum
9 13 (23.64%) Test Automation
10 12 (21.82%) API Design
10 12 (21.82%) Web Development
11 11 (20.00%) Unit Testing
12 10 (18.18%) SDLC
13 8 (14.55%) OO
14 7 (12.73%) Continuous Integration
15 6 (10.91%) Data Science
15 6 (10.91%) Due Diligence
Programming Languages
1 51 (92.73%) Java
2 34 (61.82%) JavaScript
3 31 (56.36%) SQL
4 18 (32.73%) Scala
5 9 (16.36%) Python
6 5 (9.09%) Java 8
6 5 (9.09%) Ruby
7 3 (5.45%) C
7 3 (5.45%) PHP
8 2 (3.64%) ES6
9 1 (1.82%) Apple Swift
9 1 (1.82%) Objective-C
Qualifications
1 16 (29.09%) Degree
2 9 (16.36%) Computer Science Degree
Quality Assurance & Compliance
1 14 (25.45%) QA
2 3 (5.45%) PSD2
3 2 (3.64%) PCI DSS
System Software
1 15 (27.27%) Docker
2 1 (1.82%) Shibboleth
Systems Management
1 17 (30.91%) Ansible
2 14 (25.45%) Kubernetes
2 14 (25.45%) Terraform
3 3 (5.45%) Puppet
4 2 (3.64%) Nagios
Vendors
1 21 (38.18%) WorldPay
2 11 (20.00%) Oracle
3 2 (3.64%) AppDynamics
3 2 (3.64%) Google
3 2 (3.64%) Qualys
3 2 (3.64%) Splunk
4 1 (1.82%) Red Hat