The table below looks at the statistics for JPA skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited JPA over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Java Persistence API (JPA)
England / North West
Rank 224 217 242
Rank change year-on-year
-7 +25
Permanent jobs citing JPA 22 20 10
As % of all permanent IT jobs located in the North West 0.37% 0.37% 0.15%
As % of the Libraries, Frameworks & Software Standards category 0.89% 0.99% 0.35%
Number of salaries quoted 20 19 9
Median salary £46,750 £50,000 £47,500
Median salary % change year-on-year
-6.50% +5.26%
UK excluding London median salary £50,000 £45,000 £42,500
% change year-on-year
+11.11% +5.88%

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 North West region.

Libraries, Frameworks & Software Standards Category
North West
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
2470 2018 2854
As % of all permanent IT jobs located in the North West 41.84% 37.09% 41.84%
Number of salaries quoted 2191 1760 2522
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £27,500 £29,000 £25,000
10% offered a salary of more than £57,000 £51,500 £52,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

JPA
Jobs Demand Trend in the North West

The demand trend of job ads across the North West 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 the North West

JPA
Salary Trend in the North West

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

JPA Salary Trend in the North West

JPA
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing JPA across the North West region over the 3 months to 16 January 2017.

JPA Salary Histogram in the North West

JPA
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing JPA within the North West region over the 3 months to 16 January 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -15 16 £47,500 -5.00%
Cheshire +13 5 £45,000 -5.26%
Merseyside - 1 £32,500 -
JPA
England

JPA
Top 30 Related IT Skills in the North West

For the 6 months to 16 January 2017, 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 North West region with a requirement for JPA.

1 53 (100.00%) Java
2 49 (92.45%) Hibernate
2 49 (92.45%) Spring
3 44 (83.02%) SQL
4 38 (71.70%) MVC
4 38 (71.70%) TDD
5 35 (66.04%) Agile Software Development
6 33 (62.26%) Git (software)
7 32 (60.38%) Jenkins
8 30 (56.60%) Atlassian Bamboo
9 28 (52.83%) NoSQL
10 27 (50.94%) Spring MVC
10 27 (50.94%) JavaScript
11 25 (47.17%) Oracle
12 23 (43.40%) Maven
13 22 (41.51%) Subversion
13 22 (41.51%) RESTful
13 22 (41.51%) MongoDB
14 21 (39.62%) SOAP
15 20 (37.74%) Web Services
15 20 (37.74%) REST
16 19 (35.85%) Eclipse
17 18 (33.96%) AngularJS
18 15 (28.30%) Gradle
18 15 (28.30%) BDD
18 15 (28.30%) Ant
19 14 (26.42%) Java EE
20 13 (24.53%) IntelliJ
20 13 (24.53%) React
21 12 (22.64%) Tomcat

JPA
Top Related IT Skills in the North West 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 12 (22.64%) Tomcat
2 6 (11.32%) Elasticsearch
2 6 (11.32%) JBoss
3 4 (7.55%) WebSphere
4 2 (3.77%) Apache
4 2 (3.77%) Oracle SOA Suite
5 1 (1.89%) Commerce Server
5 1 (1.89%) Jetty
5 1 (1.89%) WebLogic
Cloud Services
1 7 (13.21%) Amazon AWS
2 5 (9.43%) SaaS
Communications & Networking
1 2 (3.77%) HTTP
Database & Business Intelligence
1 28 (52.83%) NoSQL
2 22 (41.51%) MongoDB
3 8 (15.09%) SQL Server
4 7 (13.21%) MySQL
5 4 (7.55%) Hadoop
6 3 (5.66%) Big Data
6 3 (5.66%) DB2
7 1 (1.89%) Couchbase
7 1 (1.89%) RDBMS
7 1 (1.89%) Redis
7 1 (1.89%) Relational Database
7 1 (1.89%) Riak
Development Applications
1 33 (62.26%) Git (software)
2 32 (60.38%) Jenkins
3 30 (56.60%) Atlassian Bamboo
4 23 (43.40%) Maven
5 22 (41.51%) Subversion
6 19 (35.85%) Eclipse
7 15 (28.30%) Ant
7 15 (28.30%) Gradle
8 13 (24.53%) IntelliJ
9 8 (15.09%) JUnit
10 6 (11.32%) NetBeans
11 2 (3.77%) Mockito
12 1 (1.89%) JIRA
12 1 (1.89%) Mercurial
12 1 (1.89%) Vagrant
General
1 10 (18.87%) Finance
2 1 (1.89%) Retail
Job Titles
1 45 (84.91%) Developer
2 44 (83.02%) Java Developer
3 22 (41.51%) Senior Developer
3 22 (41.51%) Senior Java Developer
4 5 (9.43%) J2EE Developer
4 5 (9.43%) Java/J2EE Developer
4 5 (9.43%) Senior J2EE Developer
4 5 (9.43%) Senior Java/J2EE Developer
4 5 (9.43%) Senior SQL Developer
4 5 (9.43%) SQL Developer
5 4 (7.55%) Java Engineer
5 4 (7.55%) Technical Leader
6 3 (5.66%) Java Software Engineer
6 3 (5.66%) Senior Java Engineer
6 3 (5.66%) Software Engineer
6 3 (5.66%) WebSphere Developer
7 2 (3.77%) Agile Developer
7 2 (3.77%) Agile Java Developer
7 2 (3.77%) Java WebSphere Developer
7 2 (3.77%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 49 (92.45%) Hibernate
1 49 (92.45%) Spring
2 27 (50.94%) Spring MVC
3 22 (41.51%) RESTful
4 21 (39.62%) SOAP
5 20 (37.74%) REST
5 20 (37.74%) Web Services
6 18 (33.96%) AngularJS
7 14 (26.42%) Java EE
8 13 (24.53%) React
9 11 (20.75%) J2EE
10 9 (16.98%) JSON
10 9 (16.98%) Struts
11 8 (15.09%) EJB
11 8 (15.09%) Node.js
12 7 (13.21%) HTML
13 6 (11.32%) RabbitMQ
14 5 (9.43%) CSS
14 5 (9.43%) EJB 3.0
14 5 (9.43%) Struts2
Miscellaneous
1 7 (13.21%) iPad
2 3 (5.66%) Algorithms
3 2 (3.77%) Client/Server
4 1 (1.89%) Computer Science
4 1 (1.89%) Data Structures
4 1 (1.89%) User Experience
Operating Systems
1 3 (5.66%) Linux
2 1 (1.89%) Android
2 1 (1.89%) Apple iOS
2 1 (1.89%) Oracle Linux
2 1 (1.89%) Unix
2 1 (1.89%) Windows
Processes & Methodologies
1 38 (71.70%) MVC
1 38 (71.70%) TDD
2 35 (66.04%) Agile Software Development
3 15 (28.30%) BDD
4 12 (22.64%) E-Commerce
5 11 (20.75%) Continuous Integration
5 11 (20.75%) SOA
6 10 (18.87%) Software Engineering
7 9 (16.98%) Continuous Delivery
8 8 (15.09%) Continuous Improvement
9 7 (13.21%) Microservices
9 7 (13.21%) OO
9 7 (13.21%) Scrum
10 6 (11.32%) System Testing
11 3 (5.66%) B2C
11 3 (5.66%) DevOps
11 3 (5.66%) High Availability
12 2 (3.77%) B2B
12 2 (3.77%) Machine Learning
12 2 (3.77%) Open Source
Programming Languages
1 53 (100.00%) Java
2 44 (83.02%) SQL
3 27 (50.94%) JavaScript
4 6 (11.32%) Haskell
5 3 (5.66%) C
6 2 (3.77%) PL/SQL
6 2 (3.77%) Python
7 1 (1.89%) C#
7 1 (1.89%) Groovy
Qualifications
1 2 (3.77%) Degree
Quality Assurance & Compliance
1 1 (1.89%) QA
System Software
1 6 (11.32%) Apache ZooKeeper
2 4 (7.55%) Docker
3 1 (1.89%) Active Directory
Systems Management
1 1 (1.89%) Ansible
1 1 (1.89%) Cobbler
1 1 (1.89%) Opscode Chef
1 1 (1.89%) Puppet
Vendors
1 25 (47.17%) Oracle
2 2 (3.77%) Facebook
2 2 (3.77%) Twitter