Period
to 14 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Java Persistence API (JPA)
UK > Scotland
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 216 194 232
Rank change year-on-year -22 +38 -65
Permanent jobs citing JPA 15 25 6
As % of all permanent IT jobs advertised in Scotland 0.27% 0.47% 0.11%
As % of the Libraries, Frameworks & Software Standards category 0.68% 1.18% 0.28%
Number of salaries quoted 2 9 3
Scotland median annual salary £51,250 £55,000 £41,500
Median salary % change year-on-year -6.82% +32.53% +3.75%
10th Percentile £30,625 £31,550 £28,750
90th Percentile £74,875 £63,000 £45,650
UK median annual salary £57,500 £50,000 £51,500
% change year-on-year +15.00% -2.91% +8.42%

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

All Software Libraries and Frameworks
Scotland
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,214 2,119 2,140
As % of all permanent IT jobs advertised in Scotland 40.36% 39.83% 37.51%
Number of salaries quoted 1,501 1,323 1,245
Scotland median annual salary £45,000 £42,000 £43,000
Median salary % change year-on-year +7.14% -2.33% +7.50%
10th Percentile £30,500 £28,800 £28,500
90th Percentile £66,250 £66,250 £60,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

JPA
Job Vacancy Trend in Scotland

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

Job vacancy trend for JPA in Scotland

JPA
Salary Trend in Scotland

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

Salary trend for JPA in Scotland

JPA
Salary Histogram in Scotland

The salary distribution of IT jobs citing JPA in Scotland over the 6 months to 14 August 2018.

Salary histogram for JPA in Scotland

JPA
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing JPA within the Scotland region over the 6 months to 14 August 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -8 7 £51,250 -6.82% 2
Glasgow -11 6 - - 4
Dundee +8 1 - -
JPA
UK

For the 6 months to 14 August 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 Scotland region with a requirement for JPA.

1 15 (100.00%) Java
2 13 (86.67%) HTML
3 12 (80.00%) Hibernate
4 11 (73.33%) JavaScript
5 10 (66.67%) Spring
6 9 (60.00%) Software Engineering
6 9 (60.00%) Agile Software Development
7 8 (53.33%) jQuery
8 7 (46.67%) TDD
8 7 (46.67%) JSP
8 7 (46.67%) Servlets
8 7 (46.67%) JBoss
9 6 (40.00%) UML
9 6 (40.00%) Tomcat
9 6 (40.00%) Oracle
9 6 (40.00%) Scrum
9 6 (40.00%) BDD
9 6 (40.00%) Docker
10 5 (33.33%) Opscode Chef
10 5 (33.33%) AngularJS
10 5 (33.33%) XML
10 5 (33.33%) JMS
11 4 (26.67%) SOA
11 4 (26.67%) Python
11 4 (26.67%) CSS
11 4 (26.67%) WebLogic
11 4 (26.67%) MySQL
11 4 (26.67%) SQL
11 4 (26.67%) MVC
11 4 (26.67%) Ruby

JPA
Co-occurring IT Skills in Scotland 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 7 (46.67%) JBoss
2 6 (40.00%) Tomcat
3 4 (26.67%) Jetty
3 4 (26.67%) WebLogic
3 4 (26.67%) WebSphere
4 3 (20.00%) Confluence
4 3 (20.00%) Oracle SOA Suite
5 2 (13.33%) Cloud Foundry
6 1 (6.67%) Oracle Workflow
6 1 (6.67%) SharePoint
6 1 (6.67%) WildFly
Business Applications
1 1 (6.67%) Oracle Cash Management
Cloud Services
1 2 (13.33%) Amazon AWS
2 1 (6.67%) GitHub
Communications & Networking
1 3 (20.00%) AMQP
2 2 (13.33%) Internet
2 2 (13.33%) Intranet
3 1 (6.67%) ATM
Database & Business Intelligence
1 4 (26.67%) Couchbase
1 4 (26.67%) Hadoop
1 4 (26.67%) MongoDB
1 4 (26.67%) MySQL
1 4 (26.67%) NoSQL
1 4 (26.67%) Redis
1 4 (26.67%) Relational Database
2 3 (20.00%) Oracle Database
2 3 (20.00%) RDBMS
2 3 (20.00%) Riak
3 2 (13.33%) SQL Server
4 1 (6.67%) Hazelcast
4 1 (6.67%) Infinispan
4 1 (6.67%) PostgreSQL
Development Applications
1 4 (26.67%) Cucumber
1 4 (26.67%) JIRA
1 4 (26.67%) Selenium
2 3 (20.00%) Artifactory
2 3 (20.00%) FitNesse
2 3 (20.00%) Maven
2 3 (20.00%) Vagrant
3 2 (13.33%) Bitbucket
3 2 (13.33%) Git (software)
3 2 (13.33%) Jenkins
3 2 (13.33%) JMeter
3 2 (13.33%) JUnit
3 2 (13.33%) TeamCity
4 1 (6.67%) Eclipse
4 1 (6.67%) FishEye
4 1 (6.67%) Gradle
4 1 (6.67%) Sonatype Nexus
General
1 2 (13.33%) Finance
1 2 (13.33%) Law
1 2 (13.33%) Multimedia
2 1 (6.67%) Marketing
Job Titles
1 11 (73.33%) Developer
2 10 (66.67%) Java Developer
3 3 (20.00%) Full Stack Developer
3 3 (20.00%) Java Engineer
3 3 (20.00%) Java Software Engineer
3 3 (20.00%) Software Engineer
4 2 (13.33%) Senior Java Engineer
4 2 (13.33%) Senior Java Software Engineer
4 2 (13.33%) Senior Software Engineer
5 1 (6.67%) Architect
5 1 (6.67%) Graduate
5 1 (6.67%) Graduate Developer
5 1 (6.67%) JavaScript Engineer
5 1 (6.67%) React Developer
5 1 (6.67%) Solutions Architect
Libraries, Frameworks & Software Standards
1 13 (86.67%) HTML
2 12 (80.00%) Hibernate
3 10 (66.67%) Spring
4 8 (53.33%) jQuery
5 7 (46.67%) JSP
5 7 (46.67%) Servlets
6 5 (33.33%) AngularJS
6 5 (33.33%) JMS
6 5 (33.33%) XML
7 4 (26.67%) CSS
7 4 (26.67%) HTML5
7 4 (26.67%) Java EE
8 3 (20.00%) Dojo
8 3 (20.00%) EJB
8 3 (20.00%) JSF
8 3 (20.00%) JSON
8 3 (20.00%) RESTful
8 3 (20.00%) TIBCO EMS
8 3 (20.00%) Web Services
8 3 (20.00%) WebSphere MQ
Miscellaneous
1 2 (13.33%) Clustering
2 1 (6.67%) Computer Science
Processes & Methodologies
1 9 (60.00%) Agile Software Development
1 9 (60.00%) Software Engineering
2 7 (46.67%) TDD
3 6 (40.00%) BDD
3 6 (40.00%) Scrum
3 6 (40.00%) UML
4 4 (26.67%) MVC
4 4 (26.67%) SOA
5 3 (20.00%) Concurrent Programming
5 3 (20.00%) Deployment Automation
5 3 (20.00%) DSDM
5 3 (20.00%) Integration Testing
5 3 (20.00%) Kanban
5 3 (20.00%) Multithreading
5 3 (20.00%) OO
5 3 (20.00%) RUP
5 3 (20.00%) System Testing
5 3 (20.00%) Test Automation
6 2 (13.33%) Business Process Modelling
6 2 (13.33%) SDLC
Programming Languages
1 15 (100.00%) Java
2 11 (73.33%) JavaScript
3 4 (26.67%) Bash Shell
3 4 (26.67%) Python
3 4 (26.67%) Ruby
3 4 (26.67%) SQL
4 2 (13.33%) PL/SQL
5 1 (6.67%) Java 8
Qualifications
1 1 (6.67%) Computer Science Degree
1 1 (6.67%) Degree
Quality Assurance & Compliance
1 3 (20.00%) QA
System Software
1 6 (40.00%) Docker
Systems Management
1 5 (33.33%) Opscode Chef
2 4 (26.67%) Ansible
2 4 (26.67%) Puppet
3 3 (20.00%) Cobbler
Vendors
1 6 (40.00%) Oracle
2 3 (20.00%) IBM
2 3 (20.00%) Informatica
2 3 (20.00%) TIBCO
3 2 (13.33%) Google
3 2 (13.33%) Yahoo!
4 1 (6.67%) Atlassian
4 1 (6.67%) Microsoft