Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Java Persistence API (JPA)
Scotland > Glasgow
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 130 134 151
Rank change year-on-year +4 +17 -14
Permanent jobs citing JPA 18 6 3
As % of all permanent IT jobs advertised in Glasgow 0.78% 0.27% 0.12%
As % of the Libraries, Frameworks & Software Standards category 1.80% 0.59% 0.29%
Number of salaries quoted 0 3 3
Glasgow median annual salary - £45,000 £65,000
Median salary % change year-on-year - -30.77% +65.61%
Scotland median annual salary £45,000 £46,250 £37,000
% change year-on-year -2.70% +25.00% -7.50%

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 998 1016 1039
As % of all permanent IT jobs advertised in Glasgow 43.45% 46.12% 40.37%
Number of salaries quoted 621 536 616
Glasgow median annual salary £47,500 £40,000 £40,000
Median salary % change year-on-year +18.75% - -
10th Percentile £31,375 £28,750 £28,250
90th Percentile £65,000 £57,500 £56,250
Scotland median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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 17 November 2017, IT jobs citing JPA also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for JPA.

1 18 (100.00%) Agile Software Development
1 18 (100.00%) Hibernate
2 17 (94.44%) Spring
2 17 (94.44%) Test Automation
2 17 (94.44%) JavaScript
3 16 (88.89%) HTML
3 16 (88.89%) JBoss
3 16 (88.89%) JMS
3 16 (88.89%) Scrum
3 16 (88.89%) TDD
4 15 (83.33%) Software Engineering
4 15 (83.33%) Ruby
4 15 (83.33%) WebSphere
4 15 (83.33%) TIBCO EMS
4 15 (83.33%) Hadoop
4 15 (83.33%) Integration Testing
4 15 (83.33%) Bash Shell
4 15 (83.33%) HTML5
4 15 (83.33%) QA
4 15 (83.33%) Selenium
4 15 (83.33%) FitNesse
4 15 (83.33%) Jetty
4 15 (83.33%) Multithreading
4 15 (83.33%) System Testing
4 15 (83.33%) Kanban
4 15 (83.33%) UML
4 15 (83.33%) IBM
4 15 (83.33%) WebSphere MQ
4 15 (83.33%) TIBCO
4 15 (83.33%) RUP

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 16 (88.89%) JBoss
2 15 (83.33%) Jetty
2 15 (83.33%) Tomcat
2 15 (83.33%) WebLogic
2 15 (83.33%) WebSphere
3 1 (5.56%) Oracle SOA Suite
Communications & Networking
1 15 (83.33%) AMQP
Database & Business Intelligence
1 15 (83.33%) Couchbase
1 15 (83.33%) Hadoop
1 15 (83.33%) MongoDB
1 15 (83.33%) NoSQL
1 15 (83.33%) Redis
1 15 (83.33%) Riak
2 2 (11.11%) RDBMS
2 2 (11.11%) Relational Database
2 2 (11.11%) SQL Server
3 1 (5.56%) Oracle Database
Development Applications
1 15 (83.33%) Cucumber
1 15 (83.33%) FitNesse
1 15 (83.33%) Selenium
1 15 (83.33%) Vagrant
2 2 (11.11%) JUnit
3 1 (5.56%) Eclipse
3 1 (5.56%) Maven
3 1 (5.56%) Subversion
General
1 2 (11.11%) Finance
1 2 (11.11%) Law
Job Titles
1 18 (100.00%) Developer
2 15 (83.33%) Full Stack Developer
3 11 (61.11%) Java Developer
4 4 (22.22%) Lead Developer
Libraries, Frameworks & Software Standards
1 18 (100.00%) Hibernate
2 17 (94.44%) Spring
3 16 (88.89%) HTML
3 16 (88.89%) JMS
4 15 (83.33%) HTML5
4 15 (83.33%) Kafka
4 15 (83.33%) RabbitMQ
4 15 (83.33%) TIBCO EMS
4 15 (83.33%) WebSphere MQ
5 3 (16.67%) XML
5 3 (16.67%) XSLT
6 2 (11.11%) Ajax
6 2 (11.11%) FIX Protocol
6 2 (11.11%) J2EE
6 2 (11.11%) jQuery
6 2 (11.11%) JSON
7 1 (5.56%) ActiveMQ
7 1 (5.56%) Drools
7 1 (5.56%) Java EE
7 1 (5.56%) jBPM
Processes & Methodologies
1 18 (100.00%) Agile Software Development
2 17 (94.44%) Test Automation
3 16 (88.89%) Scrum
3 16 (88.89%) TDD
4 15 (83.33%) BDD
4 15 (83.33%) Concurrent Programming
4 15 (83.33%) DSDM
4 15 (83.33%) Integration Testing
4 15 (83.33%) Kanban
4 15 (83.33%) Multithreading
4 15 (83.33%) RUP
4 15 (83.33%) Software Engineering
4 15 (83.33%) System Testing
4 15 (83.33%) UML
5 4 (22.22%) Mentoring
6 2 (11.11%) Data Modelling
6 2 (11.11%) OO
6 2 (11.11%) SDLC
6 2 (11.11%) Unit Testing
6 2 (11.11%) Waterfall
Programming Languages
1 17 (94.44%) JavaScript
2 15 (83.33%) Bash Shell
2 15 (83.33%) Python
2 15 (83.33%) Ruby
3 11 (61.11%) Java
4 3 (16.67%) SQL
5 1 (5.56%) PL/SQL
Quality Assurance & Compliance
1 15 (83.33%) QA
System Software
1 15 (83.33%) Docker
Systems Management
1 15 (83.33%) Ansible
1 15 (83.33%) Cobbler
1 15 (83.33%) Opscode Chef
1 15 (83.33%) Puppet
Vendors
1 15 (83.33%) IBM
1 15 (83.33%) TIBCO
2 3 (16.67%) Informatica
2 3 (16.67%) Oracle
3 2 (11.11%) Perforce
4 1 (5.56%) Red Hat