Period
to 19 January 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 19 January 2018 with a comparison to the same period in the previous 2 years.

Java Persistence API (JPA)
Scotland > Glasgow
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 135 117 159
Rank change year-on-year -18 +42 -32
Permanent jobs citing JPA 20 6 3
As % of all permanent IT jobs advertised in Glasgow 0.91% 0.32% 0.11%
As % of the Libraries, Frameworks & Software Standards category 1.98% 0.77% 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% +68.83%
Scotland median annual salary £47,500 £57,500 £40,750
% change year-on-year -17.39% +41.10% +1.88%

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 1,010 778 1,045
As % of all permanent IT jobs advertised in Glasgow 45.72% 40.95% 39.40%
Number of salaries quoted 677 457 619
Glasgow median annual salary £47,500 £40,000 £40,000
Median salary % change year-on-year +18.75% - -
10th Percentile £31,500 £29,400 £27,500
90th Percentile £65,000 £58,000 £55,000
Scotland median annual salary £42,500 £40,500 £40,000
% change year-on-year +4.94% +1.25% -

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 19 January 2018, 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 20 (100.00%) Agile Software Development
1 20 (100.00%) TDD
1 20 (100.00%) Spring
1 20 (100.00%) Software Engineering
1 20 (100.00%) Ruby
1 20 (100.00%) WebSphere
1 20 (100.00%) TIBCO EMS
1 20 (100.00%) QA
1 20 (100.00%) Selenium
1 20 (100.00%) FitNesse
1 20 (100.00%) Integration Testing
1 20 (100.00%) Jetty
1 20 (100.00%) Multithreading
1 20 (100.00%) System Testing
1 20 (100.00%) Kanban
1 20 (100.00%) AMQP
1 20 (100.00%) Test Automation
1 20 (100.00%) Hadoop
1 20 (100.00%) Bash Shell
1 20 (100.00%) HTML5
1 20 (100.00%) Cucumber
1 20 (100.00%) BDD
1 20 (100.00%) Puppet
1 20 (100.00%) MongoDB
1 20 (100.00%) NoSQL
1 20 (100.00%) RabbitMQ
1 20 (100.00%) Redis
1 20 (100.00%) Riak
1 20 (100.00%) Cobbler
1 20 (100.00%) Kafka

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 20 (100.00%) JBoss
1 20 (100.00%) Jetty
1 20 (100.00%) Tomcat
1 20 (100.00%) WebLogic
1 20 (100.00%) WebSphere
Communications & Networking
1 20 (100.00%) AMQP
Database & Business Intelligence
1 20 (100.00%) Couchbase
1 20 (100.00%) Hadoop
1 20 (100.00%) MongoDB
1 20 (100.00%) NoSQL
1 20 (100.00%) Redis
1 20 (100.00%) Riak
Development Applications
1 20 (100.00%) Cucumber
1 20 (100.00%) FitNesse
1 20 (100.00%) Selenium
1 20 (100.00%) Vagrant
Job Titles
1 20 (100.00%) Developer
2 16 (80.00%) Full Stack Developer
3 12 (60.00%) Java Developer
4 4 (20.00%) Lead Developer
Libraries, Frameworks & Software Standards
1 20 (100.00%) Hibernate
1 20 (100.00%) HTML
1 20 (100.00%) HTML5
1 20 (100.00%) JMS
1 20 (100.00%) Kafka
1 20 (100.00%) RabbitMQ
1 20 (100.00%) Spring
1 20 (100.00%) TIBCO EMS
1 20 (100.00%) WebSphere MQ
Processes & Methodologies
1 20 (100.00%) Agile Software Development
1 20 (100.00%) BDD
1 20 (100.00%) Concurrent Programming
1 20 (100.00%) DSDM
1 20 (100.00%) Integration Testing
1 20 (100.00%) Kanban
1 20 (100.00%) Multithreading
1 20 (100.00%) RUP
1 20 (100.00%) Scrum
1 20 (100.00%) Software Engineering
1 20 (100.00%) System Testing
1 20 (100.00%) TDD
1 20 (100.00%) Test Automation
1 20 (100.00%) UML
2 4 (20.00%) Mentoring
Programming Languages
1 20 (100.00%) Bash Shell
1 20 (100.00%) JavaScript
1 20 (100.00%) Python
1 20 (100.00%) Ruby
2 12 (60.00%) Java
Quality Assurance & Compliance
1 20 (100.00%) QA
System Software
1 20 (100.00%) Docker
Systems Management
1 20 (100.00%) Ansible
1 20 (100.00%) Cobbler
1 20 (100.00%) Opscode Chef
1 20 (100.00%) Puppet
Vendors
1 20 (100.00%) IBM
1 20 (100.00%) TIBCO
2 8 (40.00%) Informatica