The table below looks at the statistics for JPA skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited JPA over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Java Persistence API (JPA)
Rank 109 157 153
Rank change year-on-year
+48 -4
Permanent jobs citing JPA 29 5 14
As % of all permanent IT jobs located in Scotland 1.22% 0.16% 0.44%
As % of the Libraries, Frameworks & Software Standards category 3.25% 0.46% 1.09%
Number of salaries quoted 19 3 10
Median salary £57,500 £82,500 £38,500
Median salary % change year-on-year
-30.30% +114.28%
90% offered a salary of more than £43,400 £49,700 £29,750
10% offered a salary of more than £60,000 £82,500 £40,000
UK excluding London median salary £47,500 £45,000 £40,000
% change year-on-year
+5.55% +12.50%
JPA
UK

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the Scotland region.

Libraries, Frameworks & Software Standards Category
Scotland
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
892 1078 1283
As % of all permanent IT jobs located in Scotland 37.49% 35.09% 40.27%
Number of salaries quoted 586 685 923
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,400 £31,000 £28,000
10% offered a salary of more than £55,000 £55,000 £52,500
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

JPA
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing JPA as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

JPA Jobs Demand Trend in Scotland

JPA
Salary Trend in Scotland

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

JPA Salary Trend in Scotland

JPA
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing JPA across the Scotland region over the 3 months to 9 December 2016.

JPA Salary Histogram 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 3 months to 9 December 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +31 20 £60,000 -27.27% 7
Glasgow - 5 £45,000 - 1
Scottish Borders - 2 - -
Fife +6 1 £45,000 -
JPA
UK

JPA
Top 30 Related IT Skills in Scotland

For the 6 months to 9 December 2016, 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 Scotland region with a requirement for JPA.

1 30 (96.77%) Java
2 27 (87.10%) SOA
3 24 (77.42%) RichFaces
4 22 (70.97%) Hibernate
5 21 (67.74%) Oracle
6 20 (64.52%) UML
7 19 (61.29%) OO
8 18 (58.06%) JBoss
8 18 (58.06%) JSF
8 18 (58.06%) Use Case
8 18 (58.06%) Oracle SOA Suite
9 17 (54.84%) Web Services
10 16 (51.61%) Apache CXF
11 14 (45.16%) Agile Software Development
12 13 (41.94%) Red Hat
12 13 (41.94%) Java EE
13 12 (38.71%) BPMN
13 12 (38.71%) Mentoring
14 11 (35.48%) SQL
15 10 (32.26%) HTML
15 10 (32.26%) Data Modelling
15 10 (32.26%) Wireframes
15 10 (32.26%) Oracle BPM
16 9 (29.03%) Open Source
16 9 (29.03%) Logical Data Model
16 9 (29.03%) Oracle Database
16 9 (29.03%) Relational Database
16 9 (29.03%) SOAP
16 9 (29.03%) PL/SQL
16 9 (29.03%) XML

JPA
Top Related 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 18 (58.06%) JBoss
1 18 (58.06%) Oracle SOA Suite
2 2 (6.45%) WebSphere
3 1 (3.23%) Apache
Applications
1 1 (3.23%) MS Visio
Business Applications
1 10 (32.26%) Oracle BPM
Communications & Networking
1 2 (6.45%) CTI
Database & Business Intelligence
1 9 (29.03%) Oracle Database
1 9 (29.03%) Relational Database
2 2 (6.45%) SQL Server
Development Applications
1 2 (6.45%) Eclipse
1 2 (6.45%) Maven
1 2 (6.45%) Subversion
2 1 (3.23%) JUnit
General
1 3 (9.68%) Finance
2 1 (3.23%) Legal
Job Titles
1 15 (48.39%) Architect
2 11 (35.48%) Developer
2 11 (35.48%) Java Developer
3 9 (29.03%) Solutions Architect
4 6 (19.35%) Technical Architect
5 3 (9.68%) Designer
5 3 (9.68%) Java Engineer
5 3 (9.68%) Java Software Engineer
5 3 (9.68%) Lead Architect
5 3 (9.68%) Software Engineer
5 3 (9.68%) Technical Leader
6 2 (6.45%) Developer/Software Engineer
6 2 (6.45%) Java Architect
6 2 (6.45%) Java Software Developer
6 2 (6.45%) Java Technical Architect
6 2 (6.45%) Senior Java Developer
6 2 (6.45%) Senior Java Engineer
6 2 (6.45%) Senior Java Software Engineer
6 2 (6.45%) Senior Software Engineer
6 2 (6.45%) SOA Developer
Libraries, Frameworks & Software Standards
1 24 (77.42%) RichFaces
2 22 (70.97%) Hibernate
3 18 (58.06%) JSF
4 17 (54.84%) Web Services
5 16 (51.61%) Apache CXF
6 13 (41.94%) Java EE
7 10 (32.26%) HTML
8 9 (29.03%) SOAP
8 9 (29.03%) XML
8 9 (29.03%) XSD
9 8 (25.81%) Apache OpenJPA
9 8 (25.81%) Spring
10 7 (22.58%) Middleware
10 7 (22.58%) Spring Batch
11 6 (19.35%) Apache Camel
12 5 (16.13%) Drools
13 4 (12.90%) J2EE
13 4 (12.90%) JMS
14 3 (9.68%) CSS
14 3 (9.68%) Servlets
Miscellaneous
1 2 (6.45%) Computer Science
Operating Systems
1 8 (25.81%) Linux
2 2 (6.45%) Red Hat Enterprise Linux
Processes & Methodologies
1 27 (87.10%) SOA
2 20 (64.52%) UML
3 19 (61.29%) OO
4 18 (58.06%) Use Case
5 14 (45.16%) Agile Software Development
6 12 (38.71%) BPMN
6 12 (38.71%) Mentoring
7 10 (32.26%) Data Modelling
7 10 (32.26%) Wireframes
8 9 (29.03%) Logical Data Model
8 9 (29.03%) Open Source
8 9 (29.03%) Scrum
8 9 (29.03%) Software Engineering
8 9 (29.03%) Stakeholder Management
9 8 (25.81%) Continuous Integration
9 8 (25.81%) Microservices
9 8 (25.81%) OOA/OOD
10 4 (12.90%) Coaching
10 4 (12.90%) MVC
11 3 (9.68%) Presales
Programming Languages
1 30 (96.77%) Java
2 11 (35.48%) SQL
3 9 (29.03%) PL/SQL
4 3 (9.68%) JavaScript
Qualifications
1 7 (22.58%) Security Cleared
2 2 (6.45%) Degree
Vendors
1 21 (67.74%) Oracle
2 13 (41.94%) Red Hat
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