Period
to 20 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for JPA skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited JPA over the 6 months to 20 April 2018 with a comparison to the same period in the previous 2 years.

Java Persistence API (JPA)
Scotland > Glasgow
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 158 - -
Rank change year-on-year - - +139
Permanent jobs citing JPA 9 0 0
As % of all permanent IT jobs advertised in Glasgow 0.37% - -
As % of the Libraries, Frameworks & Software Standards category 0.77% - -
Number of salaries quoted 1 0 0
Glasgow median annual salary £47,500 - -
Scotland median annual salary £43,750 £60,000 £82,500
% change year-on-year -27.08% -27.27% +106.25%

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

All Software Libraries and Frameworks
Glasgow
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,163 810 1,096
As % of all permanent IT jobs advertised in Glasgow 47.18% 42.36% 41.39%
Number of salaries quoted 850 467 621
Glasgow median annual salary £47,500 £44,000 £40,000
Median salary % change year-on-year +7.95% +10.00% -
10th Percentile £32,450 £28,750 £27,500
90th Percentile £70,000 £63,750 £57,500
Scotland median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

JPA
Job Vacancy Trend in Glasgow

Job postings citing JPA as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for JPA in Glasgow

JPA
Salary Trend in Glasgow

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

Salary trend for JPA in Glasgow

For the 6 months to 20 April 2018, IT jobs citing JPA 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 Glasgow region with a requirement for JPA.

1 9 (100.00%) HTML
1 9 (100.00%) JavaScript
1 9 (100.00%) WebLogic
1 9 (100.00%) UML
1 9 (100.00%) JBoss
1 9 (100.00%) RUP
1 9 (100.00%) Tomcat
1 9 (100.00%) DSDM
1 9 (100.00%) Python
1 9 (100.00%) JMS
1 9 (100.00%) IBM
1 9 (100.00%) WebSphere MQ
1 9 (100.00%) TIBCO
1 9 (100.00%) Hibernate
1 9 (100.00%) Scrum
1 9 (100.00%) Agile Software Development
1 9 (100.00%) TDD
1 9 (100.00%) Ruby
1 9 (100.00%) WebSphere
1 9 (100.00%) TIBCO EMS
1 9 (100.00%) Spring
1 9 (100.00%) Jetty
1 9 (100.00%) Multithreading
1 9 (100.00%) System Testing
1 9 (100.00%) Kanban
1 9 (100.00%) Selenium
1 9 (100.00%) FitNesse
1 9 (100.00%) AMQP
1 9 (100.00%) Test Automation
1 9 (100.00%) Integration Testing

JPA
Co-occurring IT Skills in Glasgow 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 9 (100.00%) JBoss
1 9 (100.00%) Jetty
1 9 (100.00%) Tomcat
1 9 (100.00%) WebLogic
1 9 (100.00%) WebSphere
2 1 (11.11%) Elasticsearch
2 1 (11.11%) nginx
2 1 (11.11%) OpenStack
2 1 (11.11%) Tornado
Cloud Services
1 1 (11.11%) Amazon AWS
1 1 (11.11%) Cloud Computing
1 1 (11.11%) Microsoft Azure
Communications & Networking
1 9 (100.00%) AMQP
Database & Business Intelligence
1 9 (100.00%) Couchbase
1 9 (100.00%) Hadoop
1 9 (100.00%) MongoDB
1 9 (100.00%) NoSQL
1 9 (100.00%) Redis
1 9 (100.00%) Riak
Development Applications
1 9 (100.00%) Cucumber
1 9 (100.00%) FitNesse
1 9 (100.00%) Selenium
1 9 (100.00%) Vagrant
2 1 (11.11%) Gatling
2 1 (11.11%) Git (software)
2 1 (11.11%) JMeter
2 1 (11.11%) Mercurial
2 1 (11.11%) Subversion
2 1 (11.11%) The Grinder
General
1 1 (11.11%) Finance
Job Titles
1 9 (100.00%) Developer
2 5 (55.56%) Java Developer
3 4 (44.44%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 9 (100.00%) Hibernate
1 9 (100.00%) HTML
1 9 (100.00%) HTML5
1 9 (100.00%) JMS
1 9 (100.00%) Kafka
1 9 (100.00%) RabbitMQ
1 9 (100.00%) Spring
1 9 (100.00%) TIBCO EMS
1 9 (100.00%) WebSphere MQ
2 1 (11.11%) AngularJS
2 1 (11.11%) Flask
2 1 (11.11%) Lambda Expressions
2 1 (11.11%) Node.js
Miscellaneous
1 1 (11.11%) Algorithms
1 1 (11.11%) Data Structures
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Mac OS
1 1 (11.11%) Windows
Processes & Methodologies
1 9 (100.00%) Agile Software Development
1 9 (100.00%) BDD
1 9 (100.00%) Concurrent Programming
1 9 (100.00%) DSDM
1 9 (100.00%) Integration Testing
1 9 (100.00%) Kanban
1 9 (100.00%) Multithreading
1 9 (100.00%) RUP
1 9 (100.00%) Scrum
1 9 (100.00%) System Testing
1 9 (100.00%) TDD
1 9 (100.00%) Test Automation
1 9 (100.00%) UML
2 8 (88.89%) Software Engineering
3 1 (11.11%) DevOps
3 1 (11.11%) Functional Programming
3 1 (11.11%) Load Balancing
3 1 (11.11%) Non-Blocking Code
3 1 (11.11%) OO
3 1 (11.11%) Performance Testing
Programming Languages
1 9 (100.00%) Bash Shell
1 9 (100.00%) JavaScript
1 9 (100.00%) Python
1 9 (100.00%) Ruby
2 5 (55.56%) Java
3 1 (11.11%) Clojure
3 1 (11.11%) Erlang
3 1 (11.11%) F#
3 1 (11.11%) Haskell
3 1 (11.11%) Scala
3 1 (11.11%) SQL
Qualifications
1 1 (11.11%) Degree
Quality Assurance & Compliance
1 8 (88.89%) QA
System Software
1 9 (100.00%) Docker
2 1 (11.11%) Apache ZooKeeper
2 1 (11.11%) VirtualBox
2 1 (11.11%) VMware Infrastructure
Systems Management
1 9 (100.00%) Ansible
1 9 (100.00%) Cobbler
1 9 (100.00%) Opscode Chef
1 9 (100.00%) Puppet
2 1 (11.11%) HAProxy
2 1 (11.11%) logstash
Vendors
1 9 (100.00%) IBM
1 9 (100.00%) TIBCO
2 8 (88.89%) Informatica
3 1 (11.11%) Splunk
3 1 (11.11%) VMware