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

Java Persistence API (JPA)
Scotland > Glasgow
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 145 136 142
Rank change year-on-year -9 +6 +9
Permanent jobs citing JPA 11 15 6
As % of all permanent IT jobs advertised in Glasgow 0.50% 0.67% 0.27%
As % of the Libraries, Frameworks & Software Standards category 1.14% 1.52% 0.56%
Number of salaries quoted 3 0 3
Glasgow median annual salary £50,000 - £45,000
10th Percentile £47,500 - £42,900
90th Percentile £62,500 - £53,800
Scotland median annual salary £50,000 £45,000 £43,500
% change year-on-year +11.11% +3.45% +27.94%

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 967 986 1,062
As % of all permanent IT jobs advertised in Glasgow 44.11% 43.86% 47.12%
Number of salaries quoted 700 620 543
Glasgow median annual salary £49,000 £45,000 £40,000
Median salary % change year-on-year +8.89% +12.50% -
10th Percentile £32,500 £31,250 £28,750
90th Percentile £65,000 £66,375 £57,500
Scotland median annual salary £45,000 £42,500 £40,500
% change year-on-year +5.88% +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

JPA
Salary Histogram in Glasgow

The salary distribution of IT jobs citing JPA in Glasgow over the 6 months to 22 October 2018.

Salary histogram for JPA in Glasgow

For the 6 months to 22 October 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 11 (100.00%) HTML
1 11 (100.00%) Java
1 11 (100.00%) Spring
2 8 (72.73%) JBoss
3 7 (63.64%) UML
3 7 (63.64%) CSS
3 7 (63.64%) Hibernate
3 7 (63.64%) AngularJS
4 6 (54.55%) REST
4 6 (54.55%) TDD
4 6 (54.55%) Software Engineering
5 5 (45.45%) Agile Software Development
5 5 (45.45%) Scrum
5 5 (45.45%) WebLogic
5 5 (45.45%) JMS
5 5 (45.45%) BDD
5 5 (45.45%) Git (software)
5 5 (45.45%) Docker
6 4 (36.36%) TypeScript
6 4 (36.36%) Sass
6 4 (36.36%) Couchbase
6 4 (36.36%) Twitter Bootstrap
6 4 (36.36%) Opscode Chef
6 4 (36.36%) RxJS
6 4 (36.36%) Front End Development
6 4 (36.36%) Greenfield Project
6 4 (36.36%) Hadoop
6 4 (36.36%) Jetty
6 4 (36.36%) Puppet
6 4 (36.36%) MongoDB

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 8 (72.73%) JBoss
2 5 (45.45%) WebLogic
3 4 (36.36%) Jetty
3 4 (36.36%) Tomcat
3 4 (36.36%) WebSphere
4 2 (18.18%) Oracle SOA Suite
5 1 (9.09%) WebSphere Application Server
5 1 (9.09%) WildFly
Cloud Services
1 1 (9.09%) Amazon AWS
Communications & Networking
1 3 (27.27%) AMQP
2 2 (18.18%) Internet
2 2 (18.18%) Intranet
Database & Business Intelligence
1 4 (36.36%) Couchbase
1 4 (36.36%) Hadoop
1 4 (36.36%) MongoDB
1 4 (36.36%) NoSQL
1 4 (36.36%) Redis
2 3 (27.27%) Relational Database
2 3 (27.27%) Riak
3 2 (18.18%) Oracle Database
3 2 (18.18%) RDBMS
4 1 (9.09%) MariaDB
4 1 (9.09%) PostgreSQL
Development Applications
1 5 (45.45%) Git (software)
2 4 (36.36%) Cucumber
2 4 (36.36%) Maven
2 4 (36.36%) Selenium
3 3 (27.27%) FitNesse
3 3 (27.27%) Hudson
3 3 (27.27%) Vagrant
4 1 (9.09%) Android Studio
4 1 (9.09%) Ant
4 1 (9.09%) Eclipse
4 1 (9.09%) Gradle
4 1 (9.09%) Subversion
General
1 2 (18.18%) Finance
1 2 (18.18%) Law
1 2 (18.18%) Multimedia
Job Titles
1 10 (90.91%) Developer
2 6 (54.55%) Java Developer
3 4 (36.36%) Front End Developer (Client-Side Developer)
4 3 (27.27%) Software Developer
5 1 (9.09%) Angular Developer
5 1 (9.09%) Full Stack Developer
5 1 (9.09%) React Developer
5 1 (9.09%) Senior Software Engineer
5 1 (9.09%) Software Engineer
Libraries, Frameworks & Software Standards
1 11 (100.00%) HTML
1 11 (100.00%) Spring
2 7 (63.64%) AngularJS
2 7 (63.64%) CSS
2 7 (63.64%) Hibernate
3 6 (54.55%) REST
4 5 (45.45%) JMS
5 4 (36.36%) RxJS
5 4 (36.36%) Sass
5 4 (36.36%) Twitter Bootstrap
6 3 (27.27%) EJB
6 3 (27.27%) HTML5
6 3 (27.27%) JSP
6 3 (27.27%) Kafka
6 3 (27.27%) RabbitMQ
6 3 (27.27%) TIBCO EMS
6 3 (27.27%) WebSphere MQ
7 2 (18.18%) J2EE
7 2 (18.18%) Servlets
7 2 (18.18%) SOAP
Miscellaneous
1 4 (36.36%) Greenfield Project
2 2 (18.18%) Clustering
3 1 (9.09%) Analytical Skills
Operating Systems
1 1 (9.09%) Android
1 1 (9.09%) Apple iOS
Processes & Methodologies
1 7 (63.64%) UML
2 6 (54.55%) Software Engineering
2 6 (54.55%) TDD
3 5 (45.45%) Agile Software Development
3 5 (45.45%) BDD
3 5 (45.45%) Scrum
4 4 (36.36%) Front End Development
5 3 (27.27%) Concurrent Programming
5 3 (27.27%) Deployment Automation
5 3 (27.27%) DSDM
5 3 (27.27%) Integration Testing
5 3 (27.27%) Kanban
5 3 (27.27%) Multithreading
5 3 (27.27%) RUP
5 3 (27.27%) System Testing
5 3 (27.27%) Test Automation
6 2 (18.18%) AOP
6 2 (18.18%) BPEL
6 2 (18.18%) Continuous Integration
6 2 (18.18%) SOA
Programming Languages
1 11 (100.00%) Java
2 4 (36.36%) Bash Shell
2 4 (36.36%) JavaScript
2 4 (36.36%) Python
2 4 (36.36%) Ruby
2 4 (36.36%) TypeScript
3 3 (27.27%) SQL
4 2 (18.18%) PL/SQL
Qualifications
1 1 (9.09%) Degree
Quality Assurance & Compliance
1 3 (27.27%) QA
System Software
1 5 (45.45%) Docker
Systems Management
1 4 (36.36%) Opscode Chef
1 4 (36.36%) Puppet
2 3 (27.27%) Ansible
2 3 (27.27%) Cobbler
Vendors
1 3 (27.27%) IBM
1 3 (27.27%) Informatica
1 3 (27.27%) Oracle
1 3 (27.27%) TIBCO
2 2 (18.18%) Google
2 2 (18.18%) Yahoo!