The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for JPA skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited JPA over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Java Persistence API (JPA)
UK / Scotland
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 100 103 110
Rank change year-on-year +3 +7  
Contract jobs citing JPA 7 28 20
As % of all contract IT jobs advertised in Scotland 0.40% 1.08% 0.68%
As % of the Libraries, Frameworks & Software Standards category 1.35% 4.84% 3.36%
Number of daily rates quoted 6 25 12
Median daily rate £375 £500 £375
Median daily rate % change year-on-year -25.00% +33.33%  
90% offered a daily rate of more than £340 £350 £255
10% offered a daily rate of more than £400 £609 £419
UK excluding London median daily rate £425 £399 £375
% change year-on-year +6.58% +6.33%  
Number of hourly rates quoted 0 0 1
Median hourly rate - - £45.00
UK excluding London median hourly rate £37.50 - £45.00

JPA is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for industry standards, technical specifications and software library and framework skills.

Contract Software Library & Framework Skills
Scotland
Contract job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 519 578 595
As % of all contract IT job vacancies advertised in Scotland 29.56% 22.28% 20.26%
Number of daily rates quoted 348 338 357
Median daily rate £375 £350 £375
Median daily rate % change year-on-year +7.14% -6.66%  
90% offered a daily rate of more than £300 £250 £293
10% offered a daily rate of more than £450 £475 £450
UK excluding London median daily rate £375 £363 £350
% change year-on-year +3.44% +3.57%  
Number of hourly rates quoted 9 3 11
Median hourly rate £52.17 £18.75 £45.00
Median hourly rate % change year-on-year +178.24% -58.33%  
UK excluding London median hourly rate £40.50 £38.00 £36.00
% change year-on-year +6.57% +5.55%  

JPA
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing JPA as a proportion of all contract or permanent IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for JPA in Scotland

JPA
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing JPA in Scotland.

Contractor daily rate trend for JPA in Scotland

JPA
Contractor Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing JPA in Scotland.

Contractor hourly rate trend for JPA in Scotland

JPA
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing JPA within the Scotland region over the 3 months to 28 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +1 6 £375 -25.00% 1
Glasgow - 1 £373 -
JPA
UK

JPA
Top 30 Co-occurring IT Skills in Scotland

For the 6 months to 28 March 2017, IT contractor jobs citing JPA also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Scotland region with a requirement for JPA.

1 17 (94.44%) Java
2 16 (88.89%) Hibernate
3 13 (72.22%) SOA
4 11 (61.11%) JBoss
4 11 (61.11%) Red Hat
4 11 (61.11%) Oracle
5 10 (55.56%) Drools
5 10 (55.56%) Oracle SOA Suite
6 9 (50.00%) Mentoring
6 9 (50.00%) HTML
6 9 (50.00%) Web Services
6 9 (50.00%) TDD
6 9 (50.00%) Maven
7 8 (44.44%) JSF
7 8 (44.44%) jBPM
7 8 (44.44%) SOAP
7 8 (44.44%) JMS
7 8 (44.44%) Eclipse
7 8 (44.44%) Oracle Database
7 8 (44.44%) AngularJS
7 8 (44.44%) Git (software)
7 8 (44.44%) Java EE
7 8 (44.44%) Continuous Integration
8 7 (38.89%) REST
8 7 (38.89%) RichFaces
8 7 (38.89%) HTML5
8 7 (38.89%) Coaching
8 7 (38.89%) XML
8 7 (38.89%) XSD
8 7 (38.89%) XSLT

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 11 (61.11%) JBoss
2 10 (55.56%) Oracle SOA Suite
3 1 (5.56%) Apache
3 1 (5.56%) CMS
3 1 (5.56%) Elasticsearch
3 1 (5.56%) Oracle Workflow
3 1 (5.56%) Tomcat
Applications
1 1 (5.56%) MS Visio
Business Applications
1 5 (27.78%) Oracle BPM
2 1 (5.56%) IBM Operational Decision Manager
Database & Business Intelligence
1 8 (44.44%) Oracle Database
2 3 (16.67%) Relational Database
3 1 (5.56%) MongoDB
3 1 (5.56%) NoSQL
3 1 (5.56%) PostgreSQL
3 1 (5.56%) RDBMS
Development Applications
1 9 (50.00%) Maven
2 8 (44.44%) Eclipse
2 8 (44.44%) Git (software)
3 5 (27.78%) Subversion
4 2 (11.11%) Gradle
4 2 (11.11%) Jenkins
5 1 (5.56%) Ant
5 1 (5.56%) JMeter
5 1 (5.56%) JUnit
General
1 2 (11.11%) Law
2 1 (5.56%) Finance
Job Titles
1 10 (55.56%) Developer
2 9 (50.00%) Java Developer
3 6 (33.33%) Architect
4 4 (22.22%) Senior Developer
5 3 (16.67%) SC Cleared Java Developer
5 3 (16.67%) Senior Java Developer
6 2 (11.11%) Applications Architect
6 2 (11.11%) Java Architect
6 2 (11.11%) Lead Developer
6 2 (11.11%) Lead Java Developer
6 2 (11.11%) Solutions Architect
6 2 (11.11%) Technical Developer
6 2 (11.11%) Technical Leader
7 1 (5.56%) Analyst
7 1 (5.56%) Business Analyst
7 1 (5.56%) Consultant
7 1 (5.56%) Designer
7 1 (5.56%) Senior Consultant
7 1 (5.56%) UML Analyst
7 1 (5.56%) UML Business Analyst
Libraries, Frameworks & Software Standards
1 16 (88.89%) Hibernate
2 10 (55.56%) Drools
3 9 (50.00%) HTML
3 9 (50.00%) Web Services
4 8 (44.44%) AngularJS
4 8 (44.44%) Java EE
4 8 (44.44%) jBPM
4 8 (44.44%) JMS
4 8 (44.44%) JSF
4 8 (44.44%) SOAP
5 7 (38.89%) HTML5
5 7 (38.89%) REST
5 7 (38.89%) RichFaces
5 7 (38.89%) XML
5 7 (38.89%) XSD
5 7 (38.89%) XSLT
6 6 (33.33%) Apache CXF
7 5 (27.78%) Apache Camel
7 5 (27.78%) JSON
8 4 (22.22%) Spring
Miscellaneous
1 2 (11.11%) Data Centre
2 1 (5.56%) W3C
Operating Systems
1 3 (16.67%) Linux
2 1 (5.56%) Android
2 1 (5.56%) Apple iOS
2 1 (5.56%) Solaris
2 1 (5.56%) Windows
Processes & Methodologies
1 13 (72.22%) SOA
2 9 (50.00%) Mentoring
2 9 (50.00%) TDD
3 8 (44.44%) Continuous Integration
4 7 (38.89%) Coaching
5 6 (33.33%) Agile Software Development
5 6 (33.33%) BPMN
5 6 (33.33%) MVC
5 6 (33.33%) OO
5 6 (33.33%) UML
6 5 (27.78%) Use Case
7 4 (22.22%) Domain Models
7 4 (22.22%) Scrum
8 3 (16.67%) Data Modelling
8 3 (16.67%) Open Source
8 3 (16.67%) Wireframes
9 2 (11.11%) API Design
9 2 (11.11%) BDD
9 2 (11.11%) Kanban
9 2 (11.11%) Open Source Development
Programming Languages
1 17 (94.44%) Java
2 4 (22.22%) SQL
3 2 (11.11%) ES6
3 2 (11.11%) JavaScript
3 2 (11.11%) PL/SQL
3 2 (11.11%) Python
4 1 (5.56%) Ruby
Qualifications
1 6 (33.33%) SC Cleared
1 6 (33.33%) Security Cleared
Vendors
1 11 (61.11%) Oracle
1 11 (61.11%) Red Hat
2 1 (5.56%) IBM