Period
to 19 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 19 December 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Berkshire > Reading
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 38 77 138
Rank change year-on-year +39 +61 +12
Permanent jobs citing Spring 135 81 45
As % of all permanent IT jobs advertised in Reading 6.54% 3.30% 1.35%
As % of the Libraries, Frameworks & Software Standards category 16.07% 9.98% 4.80%
Number of salaries quoted 134 89 74
Reading median annual salary £55,000 £57,500 £50,000
Median salary % change year-on-year -4.35% +15.00% -9.09%
10th Percentile £39,825 £38,750 £32,500
90th Percentile £73,375 £90,000 £60,000
Berkshire median annual salary £60,000 £57,500 £50,000
% change year-on-year +4.35% +15.00% -9.09%

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 Reading with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Reading
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 840 812 937
As % of all permanent IT jobs advertised in Reading 40.68% 33.12% 28.20%
Number of salaries quoted 737 701 796
Reading median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +4.97%
10th Percentile £32,300 £32,000 £32,500
90th Percentile £72,500 £71,250 £67,500
Berkshire median annual salary £52,500 £47,500 £47,500
% change year-on-year +10.53% - -5.00%

Spring
Job Vacancy Trend in Reading

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

Job vacancy trend for Spring in Reading

Spring
Salary Trend in Reading

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

Salary trend for Spring in Reading

Spring
Salary Histogram in Reading

The salary distribution of IT jobs citing Spring in Reading over the 6 months to 19 December 2018.

Salary histogram for Spring in Reading

For the 6 months to 19 December 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 Reading region with a requirement for Spring.

1 134 (99.26%) Java
2 81 (60.00%) Java 8
3 60 (44.44%) Linux
4 55 (40.74%) Relational Database
5 50 (37.04%) Web Services
6 48 (35.56%) Oracle
6 48 (35.56%) Amazon AWS
7 47 (34.81%) Multithreading
8 43 (31.85%) SQL
8 43 (31.85%) Agile Software Development
9 42 (31.11%) Maven
9 42 (31.11%) Git (software)
10 41 (30.37%) NoSQL
11 39 (28.89%) Software Engineering
12 38 (28.15%) Python
13 37 (27.41%) MongoDB
14 36 (26.67%) JavaScript
15 34 (25.19%) RDBMS
16 31 (22.96%) Eclipse
16 31 (22.96%) TDD
16 31 (22.96%) Microservices
17 30 (22.22%) REST
18 29 (21.48%) PostgreSQL
19 28 (20.74%) RESTful
19 28 (20.74%) Spring Boot
20 27 (20.00%) SQL Server
21 26 (19.26%) JUnit
21 26 (19.26%) Unix
22 25 (18.52%) Jenkins
22 25 (18.52%) IntelliJ

Spring
Co-occurring IT Skills in Reading 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 13 (9.63%) Apache Solr
1 13 (9.63%) Oracle SOA Suite
2 12 (8.89%) Elasticsearch
3 11 (8.15%) Anypoint
3 11 (8.15%) Confluence
3 11 (8.15%) Mule
3 11 (8.15%) Mule ESB
4 8 (5.93%) Tomcat
5 6 (4.44%) Apache
6 3 (2.22%) Apache Spark
6 3 (2.22%) CMS
6 3 (2.22%) JBoss
7 2 (1.48%) Cloud Foundry
7 2 (1.48%) EPiServer
7 2 (1.48%) IIS
7 2 (1.48%) nginx
7 2 (1.48%) Umbraco
7 2 (1.48%) WebLogic
8 1 (0.74%) Liferay
Cloud Services
1 48 (35.56%) Amazon AWS
2 11 (8.15%) SaaS
3 5 (3.70%) GitHub
4 3 (2.22%) Microsoft Azure
4 3 (2.22%) npm
5 2 (1.48%) Google Analytics
5 2 (1.48%) Serverless
6 1 (0.74%) Amazon Kinesis
6 1 (0.74%) Amazon SQS
6 1 (0.74%) OpenShift
Communications & Networking
1 3 (2.22%) Internet
2 2 (1.48%) HTTP
2 2 (1.48%) HTTPS
2 2 (1.48%) SSL
3 1 (0.74%) FTP
3 1 (0.74%) VPN
Database & Business Intelligence
1 55 (40.74%) Relational Database
2 41 (30.37%) NoSQL
3 37 (27.41%) MongoDB
4 34 (25.19%) RDBMS
5 29 (21.48%) PostgreSQL
6 27 (20.00%) SQL Server
7 24 (17.78%) Amazon DynamoDB
8 23 (17.04%) Apache Cassandra
9 18 (13.33%) MySQL
10 16 (11.85%) Big Data
11 11 (8.15%) SQL Server Analysis Services
12 3 (2.22%) HBase
12 3 (2.22%) Parquet
13 2 (1.48%) Adabas
13 2 (1.48%) Hadoop
Development Applications
1 42 (31.11%) Git (software)
1 42 (31.11%) Maven
2 31 (22.96%) Eclipse
3 26 (19.26%) JUnit
4 25 (18.52%) IntelliJ
4 25 (18.52%) Jenkins
5 14 (10.37%) Sonatype Nexus
6 13 (9.63%) JIRA
7 12 (8.89%) Mockito
8 5 (3.70%) Gradle
9 4 (2.96%) Subversion
10 2 (1.48%) Ant
10 2 (1.48%) Cucumber
10 2 (1.48%) Grunt
10 2 (1.48%) Octopus Deploy
10 2 (1.48%) Selenium
10 2 (1.48%) SonarQube
10 2 (1.48%) TeamCity
10 2 (1.48%) Visual Studio
10 2 (1.48%) webpack
General
1 15 (11.11%) Retail
2 14 (10.37%) Finance
3 6 (4.44%) Banking
4 3 (2.22%) Telecoms
5 2 (1.48%) Financial Institution
6 1 (0.74%) Advertising
6 1 (0.74%) Marketing
Job Titles
1 101 (74.81%) Developer
2 91 (67.41%) Java Developer
3 32 (23.70%) Linux Developer
4 26 (19.26%) Java Engineer
5 22 (16.30%) AWS Developer
6 16 (11.85%) Java Developer - Fintech
6 16 (11.85%) NoSQL Developer
6 16 (11.85%) Senior Developer
7 15 (11.11%) Senior Java Developer
8 14 (10.37%) Senior Java Engineer
9 9 (6.67%) JavaScript Developer
9 9 (6.67%) Lead Developer
10 8 (5.93%) Architect
10 8 (5.93%) Software Engineer
11 7 (5.19%) Lead Architect
11 7 (5.19%) MuleSoft Architect
11 7 (5.19%) MuleSoft Developer
12 5 (3.70%) Backend Developer
12 5 (3.70%) Java Programmer
12 5 (3.70%) Junior
Libraries, Frameworks & Software Standards
1 50 (37.04%) Web Services
2 30 (22.22%) REST
3 28 (20.74%) RESTful
3 28 (20.74%) Spring Boot
4 24 (17.78%) AngularJS
5 23 (17.04%) Hibernate
5 23 (17.04%) HTML
6 17 (12.59%) Kafka
6 17 (12.59%) XML
7 16 (11.85%) Java SE
7 16 (11.85%) SOAP
8 15 (11.11%) JMS
8 15 (11.11%) Node.js
9 14 (10.37%) CSS
9 14 (10.37%) JAX-RS
10 13 (9.63%) ActiveMQ
10 13 (9.63%) RAML
11 12 (8.89%) Guice
11 12 (8.89%) Spring MVC
12 11 (8.15%) jQuery
Miscellaneous
1 18 (13.33%) Fintech
2 16 (11.85%) Enterprise Software
3 12 (8.89%) Analytical Skills
4 8 (5.93%) Public Cloud
5 4 (2.96%) Linux Command Line
6 3 (2.22%) Cloud Native
6 3 (2.22%) Internet of Things
6 3 (2.22%) Self-Motivation
6 3 (2.22%) User Experience
7 2 (1.48%) Life Science
7 2 (1.48%) Virtual Team
8 1 (0.74%) Greenfield Project
Operating Systems
1 60 (44.44%) Linux
2 26 (19.26%) Unix
3 1 (0.74%) Red Hat Enterprise Linux
3 1 (0.74%) Windows
3 1 (0.74%) Windows Server
Processes & Methodologies
1 47 (34.81%) Multithreading
2 43 (31.85%) Agile Software Development
3 39 (28.89%) Software Engineering
4 31 (22.96%) Microservices
4 31 (22.96%) TDD
5 20 (14.81%) Scrum
6 19 (14.07%) BDD
7 18 (13.33%) Mentoring
8 16 (11.85%) SOA
9 15 (11.11%) Customer Requirements
9 15 (11.11%) MVC
10 14 (10.37%) Data Security
10 14 (10.37%) Test Automation
11 12 (8.89%) DevOps
11 12 (8.89%) OO
12 11 (8.15%) Post-Production
13 10 (7.41%) Multithreaded Programming
13 10 (7.41%) Web Application Development
14 9 (6.67%) Open Source
14 9 (6.67%) Technical Leadership
Programming Languages
1 134 (99.26%) Java
2 81 (60.00%) Java 8
3 43 (31.85%) SQL
4 38 (28.15%) Python
5 36 (26.67%) JavaScript
6 13 (9.63%) T-SQL
7 3 (2.22%) C#
7 3 (2.22%) Shell Script
8 2 (1.48%) Natural
8 2 (1.48%) RPG
8 2 (1.48%) RPG IV
9 1 (0.74%) C++
9 1 (0.74%) Kotlin
9 1 (0.74%) PHP
9 1 (0.74%) Ruby
9 1 (0.74%) TypeScript
Qualifications
1 15 (11.11%) Degree
2 2 (1.48%) SC Cleared
2 2 (1.48%) Security Cleared
3 1 (0.74%) Computer Science Degree
Quality Assurance & Compliance
1 17 (12.59%) QA
2 5 (3.70%) PSD2
3 2 (1.48%) GDPR
3 2 (1.48%) ISO/IEC 27001
System Software
1 11 (8.15%) Docker
1 11 (8.15%) Virtual Machines
2 3 (2.22%) Apache ZooKeeper
3 2 (1.48%) HDFS
Systems Management
1 12 (8.89%) Kibana
2 11 (8.15%) CloudHub
3 3 (2.22%) Hadoop YARN
4 1 (0.74%) Ansible
4 1 (0.74%) HP Quality Center
4 1 (0.74%) Opscode Chef
4 1 (0.74%) Puppet
Vendors
1 48 (35.56%) Oracle
2 13 (9.63%) MuleSoft
3 11 (8.15%) Microsoft
3 11 (8.15%) Salesforce.com
4 2 (1.48%) Adobe
4 2 (1.48%) IBM
4 2 (1.48%) webMethods
4 2 (1.48%) Yahoo!
5 1 (0.74%) Google
5 1 (0.74%) Red Hat