Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Berkshire > Reading
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 30 80 154
Rank change year-on-year +50 +74 -7
Permanent jobs citing Spring 157 75 42
As % of all permanent IT jobs advertised in Reading 7.05% 3.28% 1.22%
As % of the Libraries, Frameworks & Software Standards category 17.50% 9.89% 3.99%
Number of salaries quoted 158 88 58
Reading median annual salary £55,000 £57,500 £50,000
Median salary % change year-on-year -4.35% +15.00% -
10th Percentile £42,500 £41,750 £33,375
90th Percentile £72,500 £76,375 £55,750
Berkshire median annual salary £57,500 £57,500 £50,000
% change year-on-year - +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 897 758 1,053
As % of all permanent IT jobs advertised in Reading 40.26% 33.14% 30.59%
Number of salaries quoted 798 649 897
Reading median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £31,000 £32,500
90th Percentile £72,500 £71,250 £70,000
Berkshire median annual salary £52,500 £49,500 £47,500
% change year-on-year +6.06% +4.21% -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 22 October 2018.

Salary histogram for Spring in Reading

For the 6 months to 22 October 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.

1 157 (100.00%) Java
2 99 (63.06%) Java 8
3 76 (48.41%) Linux
4 62 (39.49%) Web Services
5 60 (38.22%) SQL
6 58 (36.94%) NoSQL
7 56 (35.67%) Python
8 54 (34.39%) Software Engineering
9 51 (32.48%) Relational Database
10 48 (30.57%) Multithreading
11 45 (28.66%) Oracle
12 44 (28.03%) Amazon AWS
13 41 (26.11%) MongoDB
14 39 (24.84%) Microservices
14 39 (24.84%) Agile Software Development
15 38 (24.20%) Maven
16 37 (23.57%) Git (software)
17 35 (22.29%) REST
17 35 (22.29%) Hibernate
18 34 (21.66%) RDBMS
19 32 (20.38%) JMS
19 32 (20.38%) AngularJS
20 31 (19.75%) JavaScript
20 31 (19.75%) Fintech
21 30 (19.11%) SQL Server
21 30 (19.11%) Eclipse
21 30 (19.11%) Mentoring
21 30 (19.11%) Node.js
22 29 (18.47%) TDD
23 26 (16.56%) RESTful

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 20 (12.74%) Oracle SOA Suite
2 13 (8.28%) Apache Solr
3 12 (7.64%) Elasticsearch
4 10 (6.37%) Anypoint
4 10 (6.37%) Confluence
4 10 (6.37%) Mule
4 10 (6.37%) Mule ESB
5 9 (5.73%) Tomcat
6 5 (3.18%) Apache
7 4 (2.55%) WebLogic
8 3 (1.91%) Apache Spark
8 3 (1.91%) JBoss
9 2 (1.27%) Cloud Foundry
9 2 (1.27%) CMS
9 2 (1.27%) EPiServer
9 2 (1.27%) IIS
9 2 (1.27%) nginx
9 2 (1.27%) Umbraco
10 1 (0.64%) Alfresco
10 1 (0.64%) Joomla!
Cloud Services
1 44 (28.03%) Amazon AWS
2 6 (3.82%) SaaS
3 4 (2.55%) GitHub
4 3 (1.91%) Serverless
5 2 (1.27%) Google Analytics
5 2 (1.27%) Microsoft Azure
5 2 (1.27%) npm
Communications & Networking
1 5 (3.18%) Internet
2 2 (1.27%) HTTP
2 2 (1.27%) HTTPS
2 2 (1.27%) SSL
Database & Business Intelligence
1 58 (36.94%) NoSQL
2 51 (32.48%) Relational Database
3 41 (26.11%) MongoDB
4 34 (21.66%) RDBMS
5 30 (19.11%) SQL Server
6 26 (16.56%) PostgreSQL
7 25 (15.92%) Amazon DynamoDB
7 25 (15.92%) Apache Cassandra
8 17 (10.83%) Big Data
8 17 (10.83%) MySQL
9 10 (6.37%) SQL Server Analysis Services
10 3 (1.91%) Parquet
11 2 (1.27%) Adabas
11 2 (1.27%) Hadoop
11 2 (1.27%) HBase
Development Applications
1 38 (24.20%) Maven
2 37 (23.57%) Git (software)
3 30 (19.11%) Eclipse
4 25 (15.92%) JUnit
5 24 (15.29%) IntelliJ
6 18 (11.46%) Jenkins
7 13 (8.28%) Sonatype Nexus
8 11 (7.01%) JIRA
8 11 (7.01%) Mockito
9 5 (3.18%) Gradle
9 5 (3.18%) Subversion
10 2 (1.27%) Ant
10 2 (1.27%) Grunt
10 2 (1.27%) gulp
10 2 (1.27%) Octopus Deploy
10 2 (1.27%) Team Foundation Server
10 2 (1.27%) TeamCity
10 2 (1.27%) Visual Studio
10 2 (1.27%) webpack
11 1 (0.64%) jMock
General
1 16 (10.19%) Retail
2 12 (7.64%) Finance
3 4 (2.55%) Banking
3 4 (2.55%) Telecoms
4 3 (1.91%) Financial Institution
5 1 (0.64%) Advertising
5 1 (0.64%) Games
5 1 (0.64%) Marketing
Job Titles
1 117 (74.52%) Developer
2 110 (70.06%) Java Developer
3 41 (26.11%) Linux Developer
4 30 (19.11%) Java Developer - Fintech
5 28 (17.83%) Java Engineer
6 24 (15.29%) AWS Developer
7 21 (13.38%) Senior Developer
7 21 (13.38%) Senior Java Developer
8 14 (8.92%) Software Engineer
9 13 (8.28%) Senior Java Engineer
10 11 (7.01%) JavaScript Developer
10 11 (7.01%) NoSQL Developer
11 9 (5.73%) Senior Software Engineer
12 8 (5.10%) Lead Developer
13 7 (4.46%) Java Software Engineer
14 6 (3.82%) Agile Developer
14 6 (3.82%) Architect
14 6 (3.82%) Java Programmer
14 6 (3.82%) Lead Architect
14 6 (3.82%) Programmer
Libraries, Frameworks & Software Standards
1 62 (39.49%) Web Services
2 35 (22.29%) Hibernate
2 35 (22.29%) REST
3 32 (20.38%) AngularJS
3 32 (20.38%) JMS
4 30 (19.11%) Node.js
5 26 (16.56%) RESTful
6 23 (14.65%) HTML
6 23 (14.65%) Spring Boot
7 18 (11.46%) CSS
7 18 (11.46%) XML
8 16 (10.19%) JAX-RS
8 16 (10.19%) SOAP
9 15 (9.55%) Kafka
10 13 (8.28%) JPA
10 13 (8.28%) jQuery
11 12 (7.64%) Guice
11 12 (7.64%) J2SE
11 12 (7.64%) RAML
11 12 (7.64%) Spring MVC
Miscellaneous
1 31 (19.75%) Fintech
2 26 (16.56%) Analytical Skills
2 26 (16.56%) Enterprise Software
3 4 (2.55%) Internet of Things
3 4 (2.55%) Public Cloud
3 4 (2.55%) Self-Motivation
4 3 (1.91%) Cloud Native
4 3 (1.91%) Linux Command Line
4 3 (1.91%) User Experience
5 2 (1.27%) Computer Science
5 2 (1.27%) Life Science
5 2 (1.27%) Virtual Team
6 1 (0.64%) Credit Risk
6 1 (0.64%) Greenfield Project
6 1 (0.64%) RIA
6 1 (0.64%) Smart Meter
Operating Systems
1 76 (48.41%) Linux
2 18 (11.46%) Unix
3 1 (0.64%) Android
3 1 (0.64%) Apple iOS
3 1 (0.64%) Red Hat Enterprise Linux
Processes & Methodologies
1 54 (34.39%) Software Engineering
2 48 (30.57%) Multithreading
3 39 (24.84%) Agile Software Development
3 39 (24.84%) Microservices
4 30 (19.11%) Mentoring
5 29 (18.47%) TDD
6 24 (15.29%) SOA
7 21 (13.38%) Scrum
8 19 (12.10%) BDD
9 18 (11.46%) User Stories
10 16 (10.19%) Customer Requirements
11 14 (8.92%) Data Security
11 14 (8.92%) MVC
11 14 (8.92%) Open Source
12 11 (7.01%) DevOps
13 10 (6.37%) Post-Production
14 9 (5.73%) Multithreaded Programming
14 9 (5.73%) Test Automation
15 8 (5.10%) Continuous Integration
15 8 (5.10%) Unit Testing
Programming Languages
1 157 (100.00%) Java
2 99 (63.06%) Java 8
3 60 (38.22%) SQL
4 56 (35.67%) Python
5 31 (19.75%) JavaScript
6 12 (7.64%) T-SQL
7 8 (5.10%) C
8 3 (1.91%) C#
8 3 (1.91%) Shell Script
9 2 (1.27%) Natural
9 2 (1.27%) RPG
9 2 (1.27%) RPG IV
10 1 (0.64%) C++
10 1 (0.64%) Kotlin
10 1 (0.64%) PHP
10 1 (0.64%) Ruby
Qualifications
1 10 (6.37%) Degree
2 2 (1.27%) SC Cleared
2 2 (1.27%) Security Cleared
3 1 (0.64%) Computer Science Degree
Quality Assurance & Compliance
1 14 (8.92%) QA
2 4 (2.55%) PSD2
3 2 (1.27%) GDPR
3 2 (1.27%) ISO/IEC 27001
System Software
1 10 (6.37%) Virtual Machines
2 9 (5.73%) Docker
3 3 (1.91%) Apache ZooKeeper
4 2 (1.27%) HDFS
Systems Management
1 12 (7.64%) Kibana
2 10 (6.37%) CloudHub
3 3 (1.91%) Hadoop YARN
Vendors
1 45 (28.66%) Oracle
2 12 (7.64%) MuleSoft
3 10 (6.37%) Microsoft
3 10 (6.37%) Salesforce.com
4 3 (1.91%) Yahoo!
5 2 (1.27%) Adobe
5 2 (1.27%) IBM
5 2 (1.27%) webMethods
6 1 (0.64%) Google
6 1 (0.64%) Red Hat