Period
to 21 November 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 21 November 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
England > East of England
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 94 88 89
Rank change year-on-year -6 +1 -15
Permanent jobs citing Spring 320 421 413
As % of all permanent IT jobs advertised in the East of England 3.15% 3.46% 3.14%
As % of the Libraries, Frameworks & Software Standards category 8.48% 8.58% 7.98%
Number of salaries quoted 306 338 366
East of England median annual salary £51,250 £50,000 £50,000
Median salary % change year-on-year +2.50% - +5.26%
10th Percentile £32,000 £35,250 £35,000
90th Percentile £75,000 £65,000 £75,625
England median annual salary £57,500 £55,000 £54,000
% change year-on-year +4.55% +1.85% +3.85%

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 the East of England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
East of England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,775 4,906 5,177
As % of all permanent IT jobs advertised in the East of England 37.12% 40.31% 39.31%
Number of salaries quoted 3,135 4,105 4,434
East of England median annual salary £47,500 £47,000 £45,000
Median salary % change year-on-year +1.06% +4.44% +5.88%
10th Percentile £28,750 £30,000 £27,500
90th Percentile £71,250 £68,750 £67,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

Spring
Job Vacancy Trend in the East of England

Job postings citing Spring as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Spring in the East of England

Spring
Salary Trend in the East of England

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

Salary trend for Spring in the East of England

Spring
Salary Histogram in the East of England

The salary distribution of IT jobs citing Spring in the East of England over the 6 months to 21 November 2018.

Salary histogram for Spring in the East of England

Spring
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spring within the East of England region over the 6 months to 21 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
Hertfordshire -2 125 £50,000 - 6
Cambridgeshire +27 75 £50,000 +11.11% 17
Essex -12 60 £62,500 +25.00% 14
Bedfordshire +10 41 £57,500 +9.52% 8
Suffolk +10 10 £47,500 +5.56% 1
Norfolk -16 9 £45,000 +5.88% 3
Spring
England

For the 6 months to 21 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 East of England region with a requirement for Spring.

1 314 (98.13%) Java
2 211 (65.94%) Agile Software Development
3 162 (50.63%) SQL
4 144 (45.00%) Hibernate
5 142 (44.38%) TDD
6 137 (42.81%) Web Services
7 120 (37.50%) MVC
8 118 (36.88%) JavaScript
9 89 (27.81%) HTML
10 85 (26.56%) Java 8
11 81 (25.31%) REST
11 81 (25.31%) Software Engineering
12 78 (24.38%) Oracle
13 77 (24.06%) Spring MVC
14 67 (20.94%) Degree
15 66 (20.63%) Computer Science
16 65 (20.31%) CSS
17 64 (20.00%) Spring Boot
18 62 (19.38%) J2EE
18 62 (19.38%) JBoss
19 61 (19.06%) MySQL
20 58 (18.13%) Maven
21 57 (17.81%) Git (software)
21 57 (17.81%) Amazon AWS
21 57 (17.81%) Microservices
22 56 (17.50%) Docker
23 54 (16.88%) Java EE
24 53 (16.56%) SOAP
24 53 (16.56%) Linux
24 53 (16.56%) Relational Database

Spring
Co-occurring IT Skills in the East of England 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 62 (19.38%) JBoss
2 51 (15.94%) WebSphere
3 47 (14.69%) Tomcat
4 31 (9.69%) Apache
5 15 (4.69%) WebLogic
6 14 (4.38%) Elasticsearch
7 13 (4.06%) WildFly
8 12 (3.75%) Apache Spark
9 10 (3.13%) Oracle SOA Suite
10 9 (2.81%) Oracle Service Bus
11 8 (2.50%) Apache Geronimo
11 8 (2.50%) Cloud Foundry
11 8 (2.50%) GlassFish
12 6 (1.88%) SharePoint Server
13 4 (1.25%) Confluence
13 4 (1.25%) Drupal
14 2 (0.63%) Apache Pig
14 2 (0.63%) Mule
14 2 (0.63%) Mule ESB
15 1 (0.31%) CMS
Applications
1 8 (2.50%) Weka
Business Applications
1 18 (5.63%) Payment Gateway
Cloud Services
1 57 (17.81%) Amazon AWS
2 28 (8.75%) OpenShift
3 14 (4.38%) Microsoft Azure
4 13 (4.06%) GitHub
5 9 (2.81%) Google Cloud Platform
6 7 (2.19%) Amazon CloudWatch
7 5 (1.56%) Google App Engine
7 5 (1.56%) PaaS
8 2 (0.63%) Serverless
9 1 (0.31%) Google Compute Engine
9 1 (0.31%) IaaS
9 1 (0.31%) IBM Cloud
9 1 (0.31%) npm
Communications & Networking
1 12 (3.75%) SSL
2 7 (2.19%) HTTP
3 3 (0.94%) HTTPS
3 3 (0.94%) Internet
4 2 (0.63%) Radio Access Network
5 1 (0.31%) Firewall
5 1 (0.31%) SNMP
5 1 (0.31%) TCP/IP
Database & Business Intelligence
1 61 (19.06%) MySQL
2 53 (16.56%) Relational Database
3 31 (9.69%) NoSQL
3 31 (9.69%) SQL Server
4 28 (8.75%) MongoDB
5 25 (7.81%) Apache Cassandra
6 23 (7.19%) Big Data
7 22 (6.88%) RDBMS
8 18 (5.63%) Hadoop
9 17 (5.31%) Oracle Database
9 17 (5.31%) PostgreSQL
10 15 (4.69%) Amazon RDS
11 13 (4.06%) Neo4j
12 8 (2.50%) Apache Hive
12 8 (2.50%) CouchDB
12 8 (2.50%) Mahout
12 8 (2.50%) Oracle Database 12c
12 8 (2.50%) Sqoop
13 7 (2.19%) Sybase ASE
14 2 (0.63%) SQL Server Reporting Services
Development Applications
1 58 (18.13%) Maven
2 57 (17.81%) Git (software)
3 46 (14.38%) Jenkins
4 30 (9.38%) Eclipse
5 27 (8.44%) JUnit
6 26 (8.13%) Selenium
7 23 (7.19%) Subversion
8 21 (6.56%) Cucumber
8 21 (6.56%) Gradle
9 19 (5.94%) JIRA
10 15 (4.69%) Ant
11 14 (4.38%) Rational Team Concert
12 9 (2.81%) SonarQube
13 8 (2.50%) Robot Framework
14 6 (1.88%) Bitbucket
15 4 (1.25%) Grunt
15 4 (1.25%) HttpUnit
16 3 (0.94%) JMeter
16 3 (0.94%) Sonatype Nexus
17 2 (0.63%) gulp
General
1 31 (9.69%) Retail
2 24 (7.50%) Finance
3 19 (5.94%) Games
4 11 (3.44%) Automotive
5 10 (3.13%) Banking
6 4 (1.25%) Advertising
7 2 (0.63%) Back Office
7 2 (0.63%) Investment Banking
7 2 (0.63%) Telecoms
8 1 (0.31%) Czech Language
8 1 (0.31%) French Language
8 1 (0.31%) German Language
8 1 (0.31%) Manufacturing
8 1 (0.31%) Marketing
8 1 (0.31%) Pharmaceutical
8 1 (0.31%) Polish Language
Job Titles
1 273 (85.31%) Developer
2 251 (78.44%) Java Developer
3 59 (18.44%) Senior Developer
4 55 (17.19%) Senior Java Developer
5 27 (8.44%) Lead Developer
5 27 (8.44%) Lead Java Developer
5 27 (8.44%) Software Engineer
6 26 (8.13%) Software Developer
7 23 (7.19%) Java Engineer
8 22 (6.88%) Graduate
9 20 (6.25%) Graduate Developer
10 18 (5.63%) Graduate Java Developer
11 17 (5.31%) J2EE Developer
11 17 (5.31%) Java Software Developer
11 17 (5.31%) Java/J2EE Developer
12 13 (4.06%) AWS Developer
12 13 (4.06%) Full Stack Developer
12 13 (4.06%) Junior
12 13 (4.06%) Junior Developer
13 12 (3.75%) SQL Developer
Libraries, Frameworks & Software Standards
1 144 (45.00%) Hibernate
2 137 (42.81%) Web Services
3 89 (27.81%) HTML
4 81 (25.31%) REST
5 77 (24.06%) Spring MVC
6 65 (20.31%) CSS
7 64 (20.00%) Spring Boot
8 62 (19.38%) J2EE
9 54 (16.88%) Java EE
10 53 (16.56%) SOAP
11 52 (16.25%) XML
12 51 (15.94%) AngularJS
13 50 (15.63%) RESTful
14 41 (12.81%) jQuery
15 35 (10.94%) HTML5
15 35 (10.94%) JSP
16 29 (9.06%) Akka
17 25 (7.81%) Swing
18 24 (7.50%) JPA
19 23 (7.19%) Struts
Miscellaneous
1 66 (20.63%) Computer Science
2 25 (7.81%) Enterprise Software
3 16 (5.00%) Analytical Skills
4 15 (4.69%) Fintech
4 15 (4.69%) Hybrid Cloud
5 13 (4.06%) Public Cloud
6 9 (2.81%) Algorithms
6 9 (2.81%) Data Structures
7 7 (2.19%) User Experience
8 6 (1.88%) Cloud Native
9 4 (1.25%) Greenfield Project
10 3 (0.94%) Enterprise Cloud
10 3 (0.94%) iPhone
10 3 (0.94%) Private Cloud
11 2 (0.63%) Distributed Denial-of-Service
11 2 (0.63%) Foreign Exchange (FX)
11 2 (0.63%) Mobile App
11 2 (0.63%) Online Gambling
11 2 (0.63%) Smartphone
11 2 (0.63%) Social Gaming
Operating Systems
1 53 (16.56%) Linux
2 9 (2.81%) Windows
3 6 (1.88%) Android
4 4 (1.25%) Unix
5 3 (0.94%) Windows Phone
6 2 (0.63%) Debian
7 1 (0.31%) Apple iOS
7 1 (0.31%) CentOS
Processes & Methodologies
1 211 (65.94%) Agile Software Development
2 142 (44.38%) TDD
3 120 (37.50%) MVC
4 81 (25.31%) Software Engineering
5 57 (17.81%) Microservices
6 50 (15.63%) DevOps
6 50 (15.63%) Scrum
7 45 (14.06%) E-Commerce
8 43 (13.44%) Test Automation
9 40 (12.50%) OO
10 39 (12.19%) Unit Testing
11 33 (10.31%) Continuous Integration
12 32 (10.00%) Problem-Solving
13 31 (9.69%) BDD
14 24 (7.50%) Web Development
15 23 (7.19%) Pair Programming
16 21 (6.56%) Continuous Delivery
16 21 (6.56%) Mentoring
17 19 (5.94%) SDLC
18 18 (5.63%) Analytics
Programming Languages
1 314 (98.13%) Java
2 162 (50.63%) SQL
3 118 (36.88%) JavaScript
4 85 (26.56%) Java 8
5 29 (9.06%) Scala
6 25 (7.81%) Python
7 22 (6.88%) PL/SQL
8 18 (5.63%) T-SQL
9 14 (4.38%) Groovy
10 10 (3.13%) Haskell
11 8 (2.50%) C
12 6 (1.88%) C#
12 6 (1.88%) PHP
13 4 (1.25%) C++
13 4 (1.25%) Objective-C
13 4 (1.25%) Ruby
14 2 (0.63%) ES6
14 2 (0.63%) Kotlin
15 1 (0.31%) Apple Swift
15 1 (0.31%) Java 9
Qualifications
1 67 (20.94%) Degree
2 42 (13.13%) Computer Science Degree
3 7 (2.19%) Security Cleared
4 3 (0.94%) DV Cleared
5 2 (0.63%) Numerate Degree
5 2 (0.63%) SC Cleared
6 1 (0.31%) Master's Degree
6 1 (0.31%) Oracle Certification
6 1 (0.31%) Sun Certification
Quality Assurance & Compliance
1 26 (8.13%) QA
2 3 (0.94%) PSD2
3 1 (0.31%) PCI DSS
3 1 (0.31%) SLA
System Software
1 56 (17.50%) Docker
2 8 (2.50%) HDFS
3 1 (0.31%) Active Directory
3 1 (0.31%) Shibboleth
Systems Management
1 29 (9.06%) Ansible
2 26 (8.13%) Kubernetes
3 16 (5.00%) Terraform
4 12 (3.75%) Puppet
5 10 (3.13%) Opscode Chef
6 6 (1.88%) Kibana
6 6 (1.88%) logstash
7 5 (1.56%) Docker Swarm
8 2 (0.63%) Nagios
9 1 (0.31%) Tivoli
Vendors
1 78 (24.38%) Oracle
2 25 (7.81%) IBM
3 21 (6.56%) WorldPay
4 9 (2.81%) Google
4 9 (2.81%) Sybase
5 8 (2.50%) Alteryx
5 8 (2.50%) AppDynamics
5 8 (2.50%) Tableau
6 6 (1.88%) Cognizant
7 4 (1.25%) Microsoft
8 3 (0.94%) Atlassian
8 3 (0.94%) Cisco
9 2 (0.63%) hybris
9 2 (0.63%) Qualys
9 2 (0.63%) Red Hat
9 2 (0.63%) Splunk
10 1 (0.31%) Adobe
10 1 (0.31%) Dell
10 1 (0.31%) Sun
10 1 (0.31%) Xamarin