The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Pivotal Software Spring Framework
UK / Scotland
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 47 44 36
Rank change year-on-year -3 -8  
Permanent jobs citing Spring 115 152 181
As % of all permanent IT jobs advertised in Scotland 4.92% 5.14% 5.87%
As % of the Libraries, Frameworks & Software Standards category 11.65% 14.10% 15.13%
Number of salaries quoted 46 88 94
Median salary £45,000 £45,000 £47,500
Median salary % change year-on-year - -5.26%  
90% offered a salary of more than £32,429 £38,500 £36,800
10% offered a salary of more than £67,500 £70,000 £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 Scotland with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Scotland
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 987 1078 1196
As % of all permanent IT job vacancies advertised in Scotland 42.25% 36.42% 38.81%
Number of salaries quoted 599 704 758
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £57,500 £52,500 £55,000
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Spring
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland 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 Scotland

Spring
Salary Trend in Scotland

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

Salary trend for Spring in Scotland

Spring
Salary Histogram in Scotland

The salary distribution of IT jobs citing Spring in Scotland over the 3 months to 29 March 2017.

Salary histogram for Spring in Scotland

Spring
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spring within the Scotland region over the 3 months to 29 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -18 65 £57,500 +26.37% 10
Edinburgh +15 43 £40,000 -11.11% 7
Dundee - 6 £45,000 -
East Lothian - 1 - -
Spring
UK

For the 6 months to 29 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 Scotland region with a requirement for Spring.

1 202 (97.12%) Java
2 138 (66.35%) Agile Software Development
3 107 (51.44%) Hibernate
4 81 (38.94%) SQL
5 69 (33.17%) JavaScript
6 65 (31.25%) TDD
6 65 (31.25%) Relational Database
7 60 (28.85%) HTML
8 56 (26.92%) XML
8 56 (26.92%) Scrum
8 56 (26.92%) Maven
9 55 (26.44%) Continuous Integration
9 55 (26.44%) Jenkins
10 53 (25.48%) J2EE
10 53 (25.48%) OO
11 50 (24.04%) SOA
11 50 (24.04%) Finance
12 47 (22.60%) CSS
13 46 (22.12%) Linux
14 45 (21.63%) Open Source
15 41 (19.71%) Microservices
16 40 (19.23%) Oracle
16 40 (19.23%) SOAP
16 40 (19.23%) Unix
17 39 (18.75%) Web Services
18 38 (18.27%) Tomcat
19 35 (16.83%) Degree
20 34 (16.35%) HTML5
20 34 (16.35%) Git (software)
21 33 (15.87%) DB2

Spring
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 38 (18.27%) Tomcat
2 30 (14.42%) JBoss
3 15 (7.21%) CMS
4 14 (6.73%) Apache
5 13 (6.25%) WebSphere
6 10 (4.81%) WebLogic
7 8 (3.85%) Alfresco
7 8 (3.85%) Oracle SOA Suite
7 8 (3.85%) WebSphere Application Server
8 7 (3.37%) Cloud Foundry
9 5 (2.40%) GemFire
10 4 (1.92%) Apache Spark
11 3 (1.44%) Elasticsearch
11 3 (1.44%) Liferay
12 2 (0.96%) Apache Solr
12 2 (0.96%) Confluence
12 2 (0.96%) GlassFish
12 2 (0.96%) Magnolia
13 1 (0.48%) Mule
13 1 (0.48%) Mule ESB
Applications
1 1 (0.48%) GIMP
1 1 (0.48%) MS Excel
Cloud Services
1 13 (6.25%) Amazon AWS
2 6 (2.88%) GitHub
3 4 (1.92%) SaaS
4 3 (1.44%) Amazon EC2
5 2 (0.96%) Microsoft Azure
Communications & Networking
1 3 (1.44%) Wireless
2 1 (0.48%) HTTP
2 1 (0.48%) Internet
2 1 (0.48%) SMS
2 1 (0.48%) SNMP
Database & Business Intelligence
1 65 (31.25%) Relational Database
2 33 (15.87%) DB2
3 31 (14.90%) MongoDB
3 31 (14.90%) RDBMS
4 27 (12.98%) Big Data
5 18 (8.65%) Hadoop
5 18 (8.65%) NoSQL
6 17 (8.17%) PostgreSQL
7 14 (6.73%) MySQL
7 14 (6.73%) Neo4j
7 14 (6.73%) Pentaho
8 13 (6.25%) SQL Server
9 11 (5.29%) Oracle Database
10 6 (2.88%) KDB
10 6 (2.88%) Kdb+
11 5 (2.40%) InterSystems Cache
12 4 (1.92%) Apache Cassandra
12 4 (1.92%) Blockchain
12 4 (1.92%) Data Warehouse
12 4 (1.92%) HBase
Development Applications
1 56 (26.92%) Maven
2 55 (26.44%) Jenkins
3 34 (16.35%) Git (software)
4 28 (13.46%) Subversion
5 22 (10.58%) Selenium
6 21 (10.10%) Ant
7 20 (9.62%) JUnit
8 14 (6.73%) Talend Open Studio
9 13 (6.25%) Hudson
10 12 (5.77%) Artifactory
11 11 (5.29%) Gradle
12 10 (4.81%) TeamCity
13 8 (3.85%) Cucumber
13 8 (3.85%) JIRA
14 7 (3.37%) Concordion
14 7 (3.37%) Eclipse
14 7 (3.37%) JBehave
15 4 (1.92%) FitNesse
15 4 (1.92%) Mockito
15 4 (1.92%) PowerBuilder
General
1 50 (24.04%) Finance
2 24 (11.54%) Banking
3 9 (4.33%) Investment Banking
4 4 (1.92%) Back Office
4 4 (1.92%) Front Office
4 4 (1.92%) General Ledger
5 3 (1.44%) Legal
6 2 (0.96%) Marketing
7 1 (0.48%) Advertising
Job Titles
1 164 (78.85%) Developer
2 145 (69.71%) Java Developer
3 46 (22.12%) Senior Developer
4 43 (20.67%) Senior Java Developer
5 20 (9.62%) Lead Developer
5 20 (9.62%) Lead Java Developer
6 14 (6.73%) Java Engineer
6 14 (6.73%) Software Engineer
7 13 (6.25%) Software Developer
8 11 (5.29%) Technical Leader
9 9 (4.33%) JavaScript Developer
10 8 (3.85%) Java Software Developer
10 8 (3.85%) Java Software Engineer
10 8 (3.85%) Open Source Developer
11 5 (2.40%) Designer
11 5 (2.40%) Team Leader
12 4 (1.92%) Front End Developer (Client-Side Developer)
12 4 (1.92%) Front End Java Developer (Client-Side Java Developer)
12 4 (1.92%) HTML Developer
12 4 (1.92%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 107 (51.44%) Hibernate
2 60 (28.85%) HTML
3 56 (26.92%) XML
4 53 (25.48%) J2EE
5 47 (22.60%) CSS
6 40 (19.23%) SOAP
7 39 (18.75%) Web Services
8 34 (16.35%) HTML5
9 30 (14.42%) jQuery
9 30 (14.42%) JSON
10 29 (13.94%) RESTful
11 28 (13.46%) Java EE
12 26 (12.50%) AngularJS
13 20 (9.62%) JPA
14 19 (9.13%) JMS
15 18 (8.65%) Servlets
16 17 (8.17%) Apache Camel
16 17 (8.17%) Drools
17 16 (7.69%) .NET
17 16 (7.69%) JSP
Miscellaneous
1 23 (11.06%) Computer Science
2 12 (5.77%) Analytical Skills
2 12 (5.77%) Mobile App
3 8 (3.85%) User Experience
4 7 (3.37%) Derivative
4 7 (3.37%) OTC Derivatives
5 6 (2.88%) Enterprise Software
6 4 (1.92%) Data Structures
6 4 (1.92%) Fixed Income
6 4 (1.92%) N-Tier
6 4 (1.92%) Reference Data
7 3 (1.44%) Management Information System
7 3 (1.44%) Social Media
8 2 (0.96%) W3C
Operating Systems
1 46 (22.12%) Linux
2 40 (19.23%) Unix
3 21 (10.10%) Apple iOS
4 19 (9.13%) Android
5 4 (1.92%) Windows
6 2 (0.96%) Red Hat Enterprise Linux
6 2 (0.96%) Ubuntu
7 1 (0.48%) FreeBSD
7 1 (0.48%) Solaris
7 1 (0.48%) Windows Phone
Processes & Methodologies
1 138 (66.35%) Agile Software Development
2 65 (31.25%) TDD
3 56 (26.92%) Scrum
4 55 (26.44%) Continuous Integration
5 53 (25.48%) OO
6 50 (24.04%) SOA
7 45 (21.63%) Open Source
8 41 (19.71%) Microservices
9 31 (14.90%) SDLC
10 28 (13.46%) Software Engineering
11 26 (12.50%) BDD
12 23 (11.06%) Mentoring
12 23 (11.06%) Multithreading
13 21 (10.10%) OOD
14 19 (9.13%) Analytics
14 19 (9.13%) Data Analytics
15 17 (8.17%) MVC
15 17 (8.17%) OOA/OOD
15 17 (8.17%) Web Development
16 16 (7.69%) Stakeholder Management
Programming Languages
1 202 (97.12%) Java
2 81 (38.94%) SQL
3 69 (33.17%) JavaScript
4 23 (11.06%) Shell Script
5 21 (10.10%) Python
6 19 (9.13%) Perl
7 18 (8.65%) PL/SQL
8 15 (7.21%) Bash Shell
8 15 (7.21%) PHP
8 15 (7.21%) Ruby
9 10 (4.81%) C#
10 6 (2.88%) PowerShell
11 4 (1.92%) C++
12 3 (1.44%) Scala
13 2 (0.96%) Go
14 1 (0.48%) C
14 1 (0.48%) Groovy
14 1 (0.48%) Smalltalk
14 1 (0.48%) XPath
Qualifications
1 35 (16.83%) Degree
2 13 (6.25%) Security Cleared
3 2 (0.96%) HND
3 2 (0.96%) SC Cleared
Quality Assurance & Compliance
1 9 (4.33%) MiFID
2 4 (1.92%) Dodd-Frank
2 4 (1.92%) EMIR
3 2 (0.96%) Disclosure Scotland
3 2 (0.96%) QA
System Software
1 11 (5.29%) Docker
2 1 (0.48%) Active Directory
2 1 (0.48%) Ceph
Systems Management
1 1 (0.48%) Ansible
1 1 (0.48%) Business Desktop Deployment
1 1 (0.48%) Hadoop YARN
1 1 (0.48%) Kibana
1 1 (0.48%) logstash
1 1 (0.48%) Opscode Chef
1 1 (0.48%) Puppet
Vendors
1 40 (19.23%) Oracle
2 14 (6.73%) Talend
3 12 (5.77%) Alterian
4 11 (5.29%) Sybase
5 7 (3.37%) Perforce
6 5 (2.40%) Google
7 4 (1.92%) IBM
7 4 (1.92%) Red Hat
8 3 (1.44%) Twitter
9 2 (0.96%) Splunk
10 1 (0.48%) TIBCO
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