The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 27 March 2017 with a comparison to the same period in the previous 2 years.

Pivotal Software Spring Framework
Scotland / Glasgow
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 32 19 29
Rank change year-on-year -13 +10  
Permanent jobs citing Spring 65 126 97
As % of all permanent IT jobs advertised in Glasgow 7.02% 9.71% 8.41%
As % of the Libraries, Frameworks & Software Standards category 16.17% 22.99% 18.20%
Number of salaries quoted 20 77 55
Median salary £57,500 £47,500 £47,500
Median salary % change year-on-year +21.05% -  
90% offered a salary of more than £40,650 £38,800 £30,000
10% offered a salary of more than £72,750 £70,000 £64,000
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 Glasgow with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Glasgow
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 402 548 533
As % of all permanent IT job vacancies advertised in Glasgow 43.41% 42.25% 46.23%
Number of salaries quoted 232 324 342
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £60,000 £55,000 £55,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Spring
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow 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 Glasgow

Spring
Salary Trend in Glasgow

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

Salary trend for Spring in Glasgow

Spring
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Spring in Glasgow over the 3 months to 27 March 2017.

Salary histogram for Spring in Glasgow

Spring
Top 30 Co-occurring IT Skills in Glasgow

For the 6 months to 27 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 Glasgow region with a requirement for Spring.

1 105 (98.13%) Java
2 82 (76.64%) Agile Software Development
3 56 (52.34%) Hibernate
4 55 (51.40%) SQL
4 55 (51.40%) Relational Database
5 40 (37.38%) XML
6 38 (35.51%) OO
7 37 (34.58%) Unix
8 36 (33.64%) Finance
9 32 (29.91%) Scrum
9 32 (29.91%) DB2
10 31 (28.97%) SOAP
10 31 (28.97%) TDD
11 29 (27.10%) J2EE
12 26 (24.30%) Jenkins
13 25 (23.36%) Git (software)
13 25 (23.36%) Maven
14 24 (22.43%) Banking
14 24 (22.43%) Linux
14 24 (22.43%) RDBMS
15 23 (21.50%) Shell Script
16 22 (20.56%) SOA
16 22 (20.56%) Oracle
16 22 (20.56%) JavaScript
16 22 (20.56%) JSON
17 21 (19.63%) OOD
17 21 (19.63%) Multithreading
18 20 (18.69%) Microservices
18 20 (18.69%) HTML
19 18 (16.82%) SDLC

Spring
Co-occurring IT Skills in Glasgow 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 14 (13.08%) Tomcat
2 9 (8.41%) JBoss
3 7 (6.54%) Cloud Foundry
4 6 (5.61%) Oracle SOA Suite
5 4 (3.74%) GemFire
5 4 (3.74%) WebSphere
6 3 (2.80%) Apache Spark
7 2 (1.87%) Apache
7 2 (1.87%) Confluence
8 1 (0.93%) Elasticsearch
8 1 (0.93%) Mule
8 1 (0.93%) Mule ESB
8 1 (0.93%) OpenStack
Applications
1 1 (0.93%) MS Excel
Cloud Services
1 12 (11.21%) Amazon AWS
2 6 (5.61%) GitHub
3 3 (2.80%) Amazon EC2
4 2 (1.87%) Microsoft Azure
Communications & Networking
1 3 (2.80%) Wireless
2 1 (0.93%) Internet
2 1 (0.93%) SMS
2 1 (0.93%) SNMP
Database & Business Intelligence
1 55 (51.40%) Relational Database
2 32 (29.91%) DB2
3 24 (22.43%) RDBMS
4 12 (11.21%) Big Data
4 12 (11.21%) MongoDB
5 7 (6.54%) Oracle Database
6 6 (5.61%) KDB
6 6 (5.61%) Kdb+
7 5 (4.67%) NoSQL
7 5 (4.67%) SQL Server
8 4 (3.74%) Apache Cassandra
8 4 (3.74%) Hadoop
8 4 (3.74%) InterSystems Cache
8 4 (3.74%) MySQL
9 3 (2.80%) Data Warehouse
9 3 (2.80%) HBase
10 2 (1.87%) Blockchain
10 2 (1.87%) PostgreSQL
11 1 (0.93%) Pentaho
11 1 (0.93%) SQL Server Integration Services
Development Applications
1 26 (24.30%) Jenkins
2 25 (23.36%) Git (software)
2 25 (23.36%) Maven
3 13 (12.15%) Ant
3 13 (12.15%) Hudson
3 13 (12.15%) JUnit
4 10 (9.35%) Gradle
4 10 (9.35%) Subversion
4 10 (9.35%) TeamCity
5 8 (7.48%) Cucumber
6 7 (6.54%) Concordion
6 7 (6.54%) JBehave
7 5 (4.67%) Eclipse
8 4 (3.74%) FitNesse
8 4 (3.74%) Selenium
9 3 (2.80%) JIRA
10 2 (1.87%) Artifactory
10 2 (1.87%) Mockito
10 2 (1.87%) Sonatype Nexus
11 1 (0.93%) Talend Open Studio
General
1 36 (33.64%) Finance
2 24 (22.43%) Banking
3 9 (8.41%) Investment Banking
4 4 (3.74%) Back Office
4 4 (3.74%) Front Office
4 4 (3.74%) General Ledger
5 2 (1.87%) Legal
5 2 (1.87%) Marketing
6 1 (0.93%) Advertising
Job Titles
1 87 (81.31%) Developer
2 79 (73.83%) Java Developer
3 30 (28.04%) Senior Developer
4 28 (26.17%) Senior Java Developer
5 15 (14.02%) Lead Developer
6 14 (13.08%) Lead Java Developer
7 7 (6.54%) Java Engineer
8 5 (4.67%) Team Leader
8 5 (4.67%) Technical Leader
9 4 (3.74%) Designer
10 3 (2.80%) J2EE Team Leader
10 3 (2.80%) Java Software Developer
10 3 (2.80%) Software Developer
10 3 (2.80%) Technical Team Leader
11 2 (1.87%) Applications Developer
11 2 (1.87%) Consultant
11 2 (1.87%) Database Developer
11 2 (1.87%) Integration Consultant
11 2 (1.87%) Java Applications Developer
11 2 (1.87%) Solutions Designer
Libraries, Frameworks & Software Standards
1 56 (52.34%) Hibernate
2 40 (37.38%) XML
3 31 (28.97%) SOAP
4 29 (27.10%) J2EE
5 22 (20.56%) JSON
6 20 (18.69%) HTML
7 16 (14.95%) JMS
8 15 (14.02%) Web Services
9 12 (11.21%) Protocol Buffers
9 12 (11.21%) REST
10 10 (9.35%) CSS
11 9 (8.41%) AngularJS
11 9 (8.41%) HTML5
11 9 (8.41%) RESTful
12 8 (7.48%) Java EE
13 7 (6.54%) jQuery
14 5 (4.67%) XSD
15 4 (3.74%) Apache Camel
15 4 (3.74%) Ext JS
15 4 (3.74%) Middleware
Miscellaneous
1 10 (9.35%) Analytical Skills
2 8 (7.48%) Computer Science
3 7 (6.54%) Derivative
3 7 (6.54%) OTC Derivatives
4 6 (5.61%) Enterprise Software
4 6 (5.61%) User Experience
5 4 (3.74%) Data Structures
5 4 (3.74%) Fixed Income
5 4 (3.74%) Reference Data
6 3 (2.80%) Management Information System
6 3 (2.80%) N-Tier
Operating Systems
1 37 (34.58%) Unix
2 24 (22.43%) Linux
3 2 (1.87%) Android
3 2 (1.87%) Apple iOS
3 2 (1.87%) Ubuntu
4 1 (0.93%) Windows
4 1 (0.93%) Windows Phone
Processes & Methodologies
1 82 (76.64%) Agile Software Development
2 38 (35.51%) OO
3 32 (29.91%) Scrum
4 31 (28.97%) TDD
5 22 (20.56%) SOA
6 21 (19.63%) Multithreading
6 21 (19.63%) OOD
7 20 (18.69%) Microservices
8 18 (16.82%) SDLC
9 16 (14.95%) OOA/OOD
9 16 (14.95%) Open Source
9 16 (14.95%) Stakeholder Management
10 15 (14.02%) Continuous Integration
10 15 (14.02%) Domain-Driven Design
11 12 (11.21%) Enterprise Architecture
12 11 (10.28%) OOP
13 10 (9.35%) DevOps
13 10 (9.35%) Mentoring
14 9 (8.41%) Multithreaded Programming
14 9 (8.41%) Software Engineering
Programming Languages
1 105 (98.13%) Java
2 55 (51.40%) SQL
3 23 (21.50%) Shell Script
4 22 (20.56%) JavaScript
5 7 (6.54%) PL/SQL
6 6 (5.61%) PowerShell
7 5 (4.67%) C#
7 5 (4.67%) Python
8 4 (3.74%) C++
8 4 (3.74%) Perl
9 3 (2.80%) Scala
10 2 (1.87%) Bash Shell
10 2 (1.87%) Go
11 1 (0.93%) C
11 1 (0.93%) Groovy
11 1 (0.93%) PHP
11 1 (0.93%) Smalltalk
Qualifications
1 9 (8.41%) Degree
2 6 (5.61%) Security Cleared
3 3 (2.80%) SC Cleared
Quality Assurance & Compliance
1 9 (8.41%) MiFID
2 4 (3.74%) Dodd-Frank
2 4 (3.74%) EMIR
3 1 (0.93%) QA
System Software
1 7 (6.54%) Docker
2 1 (0.93%) Active Directory
2 1 (0.93%) Ceph
Systems Management
1 1 (0.93%) Ansible
1 1 (0.93%) Business Desktop Deployment
1 1 (0.93%) Kibana
1 1 (0.93%) logstash
1 1 (0.93%) Opscode Chef
1 1 (0.93%) Puppet
Vendors
1 22 (20.56%) Oracle
2 11 (10.28%) Sybase
3 7 (6.54%) Perforce
4 4 (3.74%) Google
4 4 (3.74%) IBM
5 3 (2.80%) Twitter
6 2 (1.87%) Splunk
7 1 (0.93%) Red Hat
7 1 (0.93%) Talend
7 1 (0.93%) TIBCO
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Salary: £55000.00 - £61000.00 per annum
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