The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Spring skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Spring over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Pivotal Software Spring Framework
Scotland / Edinburgh
Rank 53 63 50
Rank change year-on-year +10 -13  
Permanent jobs citing Spring 42 32 52
As % of all permanent IT jobs advertised in Edinburgh 3.73% 2.40% 3.87%
As % of the Libraries, Frameworks & Software Standards category 8.92% 8.04% 10.57%
Number of salaries quoted 19 21 23
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50%  
90% offered a salary of more than £30,000 £38,500 £37,600
10% offered a salary of more than £50,100 £50,000 £60,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year +5.55% -  

Spring 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 permanent job vacancies advertised in Edinburgh with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Edinburgh
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 471 398 492
As % of all permanent IT job vacancies advertised in Edinburgh 41.79% 29.79% 36.66%
Number of salaries quoted 300 284 330
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £35,000 £30,000 £30,000
10% offered a salary of more than £55,500 £52,500 £52,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Spring
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Spring in Edinburgh

Spring
Salary Trend in Edinburgh

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

Salary trend for Spring in Edinburgh

Spring
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Spring in Edinburgh over the 3 months to 25 March 2017.

Salary histogram for Spring in Edinburgh

Spring
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 March 2017, IT jobs citing Spring 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 Edinburgh region with a requirement for Spring.

1 86 (96.63%) Java
2 56 (62.92%) Agile Software Development
3 50 (56.18%) Hibernate
4 42 (47.19%) JavaScript
5 41 (46.07%) Continuous Integration
6 38 (42.70%) HTML
7 32 (35.96%) CSS
7 32 (35.96%) Open Source
8 30 (33.71%) Jenkins
8 30 (33.71%) TDD
8 30 (33.71%) Maven
9 29 (32.58%) SOA
10 26 (29.21%) Scrum
11 25 (28.09%) SQL
12 24 (26.97%) J2EE
12 24 (26.97%) Web Services
13 23 (25.84%) JBoss
13 23 (25.84%) Tomcat
14 22 (24.72%) Linux
15 21 (23.60%) Java EE
16 20 (22.47%) jQuery
16 20 (22.47%) Oracle
17 19 (21.35%) Degree
17 19 (21.35%) Software Engineering
17 19 (21.35%) HTML5
17 19 (21.35%) BDD
17 19 (21.35%) MongoDB
17 19 (21.35%) Apple iOS
18 18 (20.22%) Microservices
18 18 (20.22%) JPA

Spring
Top Related IT Skills in Edinburgh 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 23 (25.84%) JBoss
1 23 (25.84%) Tomcat
2 15 (16.85%) CMS
3 12 (13.48%) Apache
4 10 (11.24%) WebLogic
5 9 (10.11%) WebSphere
6 8 (8.99%) Alfresco
6 8 (8.99%) WebSphere Application Server
7 5 (5.62%) Oracle SOA Suite
8 3 (3.37%) Liferay
9 2 (2.25%) Apache Solr
9 2 (2.25%) Elasticsearch
9 2 (2.25%) GlassFish
9 2 (2.25%) Magnolia
10 1 (1.12%) Apache Spark
Applications
1 1 (1.12%) GIMP
Cloud Services
1 4 (4.49%) SaaS
2 1 (1.12%) Amazon AWS
Communications & Networking
1 1 (1.12%) HTTP
Database & Business Intelligence
1 19 (21.35%) MongoDB
2 15 (16.85%) PostgreSQL
3 14 (15.73%) Hadoop
4 13 (14.61%) Neo4j
4 13 (14.61%) Pentaho
5 11 (12.36%) NoSQL
6 10 (11.24%) Big Data
7 9 (10.11%) MySQL
8 7 (7.87%) Oracle Database
8 7 (7.87%) SQL Server
9 5 (5.62%) Relational Database
10 4 (4.49%) RDBMS
11 2 (2.25%) Blockchain
11 2 (2.25%) Oracle Database 10g
12 1 (1.12%) Apache Hive
12 1 (1.12%) HBase
12 1 (1.12%) Impala
Development Applications
1 30 (33.71%) Jenkins
1 30 (33.71%) Maven
2 17 (19.10%) Selenium
2 17 (19.10%) Subversion
3 13 (14.61%) Talend Open Studio
4 11 (12.36%) Artifactory
5 8 (8.99%) Ant
5 8 (8.99%) Git (software)
6 6 (6.74%) JUnit
7 4 (4.49%) JIRA
7 4 (4.49%) PowerBuilder
8 3 (3.37%) webpack
9 2 (2.25%) Eclipse
9 2 (2.25%) HttpUnit
9 2 (2.25%) JMeter
9 2 (2.25%) Oracle APEX
9 2 (2.25%) SoapUI
10 1 (1.12%) Mockito
General
1 12 (13.48%) Finance
Job Titles
1 69 (77.53%) Developer
2 58 (65.17%) Java Developer
3 17 (19.10%) Senior Developer
4 16 (17.98%) Senior Java Developer
5 12 (13.48%) Software Engineer
6 9 (10.11%) Software Developer
7 8 (8.99%) Open Source Developer
8 6 (6.74%) Java Engineer
8 6 (6.74%) Java Software Engineer
8 6 (6.74%) Lead Developer
8 6 (6.74%) Lead Java Developer
9 4 (4.49%) Java Software Developer
9 4 (4.49%) JavaScript Developer
9 4 (4.49%) Technical Leader
10 3 (3.37%) JavaScript Engineer
10 3 (3.37%) Senior Software Engineer
11 2 (2.25%) J2EE Developer
11 2 (2.25%) Oracle Developer
11 2 (2.25%) Senior Java/J2EE Developer
11 2 (2.25%) Technical Architect
Libraries, Frameworks & Software Standards
1 50 (56.18%) Hibernate
2 38 (42.70%) HTML
3 32 (35.96%) CSS
4 24 (26.97%) J2EE
4 24 (26.97%) Web Services
5 21 (23.60%) Java EE
6 20 (22.47%) jQuery
7 19 (21.35%) HTML5
8 18 (20.22%) JPA
9 17 (19.10%) XML
10 16 (17.98%) .NET
11 15 (16.85%) Apache Camel
11 15 (16.85%) JSP
11 15 (16.85%) RESTful
12 14 (15.73%) ActiveMQ
12 14 (15.73%) Drools
12 14 (15.73%) jBPM
12 14 (15.73%) Servlets
13 13 (14.61%) AngularJS
13 13 (14.61%) Elastic Stack
Miscellaneous
1 13 (14.61%) Computer Science
2 12 (13.48%) Mobile App
3 3 (3.37%) Social Media
4 2 (2.25%) Analytical Skills
4 2 (2.25%) W3C
5 1 (1.12%) N-Tier
5 1 (1.12%) User Experience
Operating Systems
1 22 (24.72%) Linux
2 19 (21.35%) Apple iOS
3 17 (19.10%) Android
4 2 (2.25%) Red Hat Enterprise Linux
4 2 (2.25%) Windows
5 1 (1.12%) FreeBSD
5 1 (1.12%) Solaris
5 1 (1.12%) Unix
Processes & Methodologies
1 56 (62.92%) Agile Software Development
2 41 (46.07%) Continuous Integration
3 32 (35.96%) Open Source
4 30 (33.71%) TDD
5 29 (32.58%) SOA
6 26 (29.21%) Scrum
7 19 (21.35%) BDD
7 19 (21.35%) Software Engineering
8 18 (20.22%) Microservices
9 13 (14.61%) OO
10 12 (13.48%) Web Application Development
11 11 (12.36%) Android Development
11 11 (12.36%) iOS Development
11 11 (12.36%) MVC
11 11 (12.36%) SDLC
12 10 (11.24%) Coaching
13 9 (10.11%) Analytics
13 9 (10.11%) Data Analytics
13 9 (10.11%) Mentoring
13 9 (10.11%) Open Source Development
Programming Languages
1 86 (96.63%) Java
2 42 (47.19%) JavaScript
3 25 (28.09%) SQL
4 15 (16.85%) Perl
4 15 (16.85%) Python
5 14 (15.73%) PHP
5 14 (15.73%) PL/SQL
5 14 (15.73%) Ruby
6 13 (14.61%) Bash Shell
7 5 (5.62%) C#
8 1 (1.12%) XPath
Qualifications
1 19 (21.35%) Degree
2 11 (12.36%) Security Cleared
3 2 (2.25%) HND
Quality Assurance & Compliance
1 2 (2.25%) Disclosure Scotland
System Software
1 4 (4.49%) Docker
Systems Management
1 1 (1.12%) Hadoop YARN
Vendors
1 20 (22.47%) Oracle
2 13 (14.61%) Talend
3 12 (13.48%) Alterian
4 3 (3.37%) Red Hat
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