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 June 2017 with a comparison to the same period in the previous 2 years.

Pivotal Software Spring Framework
Scotland / Glasgow
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 29 33 28
Rank change year-on-year +4 -5  
Permanent jobs citing Spring 99 104 95
As % of all permanent IT jobs advertised in Glasgow 8.13% 8.01% 7.54%
As % of the Libraries, Frameworks & Software Standards category 18.64% 16.99% 20.04%
Number of salaries quoted 41 42 28
Median salary £57,500 £45,000 £55,000
Median salary % change year-on-year +27.77% -18.18%  
90% offered a salary of more than £40,000 £39,325 £38,500
10% offered a salary of more than £75,000 £63,750 £78,250
UK excluding London median salary £47,500 £47,500 £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 531 612 474
As % of all permanent IT job vacancies advertised in Glasgow 43.63% 47.15% 37.62%
Number of salaries quoted 348 271 270
Median salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88%  
90% offered a salary of more than £30,000 £34,000 £30,000
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +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 June 2017.

Salary histogram for Spring in Glasgow

For the 6 months to 27 June 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.

1 158 (96.34%) Java
2 123 (75.00%) Agile Software Development
3 97 (59.15%) Hibernate
4 87 (53.05%) SQL
4 87 (53.05%) Relational Database
5 65 (39.63%) XML
6 62 (37.80%) Finance
7 61 (37.20%) TDD
8 60 (36.59%) OO
9 56 (34.15%) SOAP
10 49 (29.88%) J2EE
11 43 (26.22%) RDBMS
12 42 (25.61%) Oracle
12 42 (25.61%) Banking
13 41 (25.00%) Maven
14 40 (24.39%) Scrum
14 40 (24.39%) Web Services
14 40 (24.39%) Unix
15 39 (23.78%) Multithreading
16 38 (23.17%) JSON
17 36 (21.95%) Jenkins
18 35 (21.34%) Test Automation
18 35 (21.34%) DB2
18 35 (21.34%) JavaScript
18 35 (21.34%) OOD
19 34 (20.73%) SOA
19 34 (20.73%) Git (software)
20 32 (19.51%) Greenfield Project
21 31 (18.90%) SDLC
21 31 (18.90%) Unit Testing

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 29 (17.68%) Tomcat
2 8 (4.88%) Oracle SOA Suite
2 8 (4.88%) WebSphere
3 6 (3.66%) Apache Spark
4 3 (1.83%) Apache
4 3 (1.83%) Oracle Coherence
4 3 (1.83%) WebLogic
5 2 (1.22%) Confluence
5 2 (1.22%) GemFire
5 2 (1.22%) JBoss
6 1 (0.61%) Cloud Foundry
6 1 (0.61%) Jetty
6 1 (0.61%) Mule
6 1 (0.61%) Mule ESB
Cloud Services
1 10 (6.10%) Cloud Computing
2 7 (4.27%) GitHub
3 6 (3.66%) Amazon AWS
4 1 (0.61%) Microsoft Azure
Communications & Networking
1 3 (1.83%) Wireless
2 1 (0.61%) Internet
2 1 (0.61%) SMS
2 1 (0.61%) SNMP
Database & Business Intelligence
1 87 (53.05%) Relational Database
2 43 (26.22%) RDBMS
3 35 (21.34%) DB2
4 25 (15.24%) Big Data
5 22 (13.41%) SQL Server
6 18 (10.98%) MongoDB
6 18 (10.98%) NoSQL
7 11 (6.71%) Oracle Database
8 7 (4.27%) Apache Cassandra
8 7 (4.27%) Hadoop
8 7 (4.27%) KDB
8 7 (4.27%) Kdb+
9 6 (3.66%) Data Warehouse
9 6 (3.66%) HBase
10 5 (3.05%) CouchDB
11 2 (1.22%) InterSystems Cache
11 2 (1.22%) Oracle Database 10g
11 2 (1.22%) Oracle Database 11g
11 2 (1.22%) SQL Server Integration Services
12 1 (0.61%) PostgreSQL
Development Applications
1 41 (25.00%) Maven
2 36 (21.95%) Jenkins
3 34 (20.73%) Git (software)
4 25 (15.24%) JUnit
5 20 (12.20%) Ant
6 18 (10.98%) Hudson
7 16 (9.76%) TeamCity
8 13 (7.93%) Subversion
9 12 (7.32%) Gradle
10 9 (5.49%) Cucumber
11 8 (4.88%) JIRA
12 7 (4.27%) Eclipse
13 5 (3.05%) Selenium
13 5 (3.05%) Sonatype Nexus
14 4 (2.44%) Concordion
14 4 (2.44%) JBehave
14 4 (2.44%) Mockito
15 3 (1.83%) FitNesse
15 3 (1.83%) IntelliJ
16 2 (1.22%) ClearCase
General
1 62 (37.80%) Finance
2 42 (25.61%) Banking
3 17 (10.37%) Investment Banking
4 6 (3.66%) Front Office
5 5 (3.05%) Legal
6 4 (2.44%) Prime Brokerage
7 2 (1.22%) Law
7 2 (1.22%) Marketing
8 1 (0.61%) Advertising
Job Titles
1 131 (79.88%) Developer
2 118 (71.95%) Java Developer
3 65 (39.63%) Senior Developer
4 60 (36.59%) Senior Java Developer
5 17 (10.37%) Lead Developer
6 16 (9.76%) Lead Java Developer
7 13 (7.93%) Technical Leader
8 10 (6.10%) Team Leader
9 9 (5.49%) Designer
10 7 (4.27%) JavaScript Developer
11 6 (3.66%) Digital Designer
11 6 (3.66%) J2EE Team Leader
11 6 (3.66%) Technical Team Leader
12 5 (3.05%) Architect
12 5 (3.05%) Full Stack Developer
12 5 (3.05%) Java Software Developer
12 5 (3.05%) Senior Designer
12 5 (3.05%) Software Developer
13 4 (2.44%) Agile Developer
13 4 (2.44%) Analytics Developer
Libraries, Frameworks & Software Standards
1 97 (59.15%) Hibernate
2 65 (39.63%) XML
3 56 (34.15%) SOAP
4 49 (29.88%) J2EE
5 40 (24.39%) Web Services
6 38 (23.17%) JSON
7 30 (18.29%) HTML
7 30 (18.29%) JMS
8 26 (15.85%) REST
9 19 (11.59%) AngularJS
9 19 (11.59%) jQuery
10 18 (10.98%) CSS
10 18 (10.98%) RESTful
11 16 (9.76%) HTML5
12 13 (7.93%) Java EE
13 11 (6.71%) Protocol Buffers
14 8 (4.88%) CSS3
15 7 (4.27%) Ext JS
15 7 (4.27%) WebSphere MQ
15 7 (4.27%) XSLT
Miscellaneous
1 32 (19.51%) Greenfield Project
2 22 (13.41%) Analytical Skills
3 11 (6.71%) Enterprise Software
4 8 (4.88%) Computer Science
4 8 (4.88%) Derivative
4 8 (4.88%) OTC Derivatives
4 8 (4.88%) User Experience
5 6 (3.66%) N-Tier
6 4 (2.44%) Data Structures
6 4 (2.44%) Hedge funds
6 4 (2.44%) Tandem
7 3 (1.83%) Fixed Income
7 3 (1.83%) Management Information System
Operating Systems
1 40 (24.39%) Unix
2 17 (10.37%) Linux
3 5 (3.05%) Android
3 5 (3.05%) Apple iOS
3 5 (3.05%) Windows
4 1 (0.61%) Windows Phone
Processes & Methodologies
1 123 (75.00%) Agile Software Development
2 61 (37.20%) TDD
3 60 (36.59%) OO
4 40 (24.39%) Scrum
5 39 (23.78%) Multithreading
6 35 (21.34%) OOD
6 35 (21.34%) Test Automation
7 34 (20.73%) SOA
8 31 (18.90%) SDLC
8 31 (18.90%) Unit Testing
9 29 (17.68%) Microservices
10 27 (16.46%) Mentoring
11 21 (12.80%) Enterprise Architecture
11 21 (12.80%) Stakeholder Management
12 20 (12.20%) Continuous Integration
13 18 (10.98%) OOP
14 17 (10.37%) OOA/OOD
15 16 (9.76%) Analytics
15 16 (9.76%) BDD
15 16 (9.76%) Domain-Driven Design
Programming Languages
1 158 (96.34%) Java
2 87 (53.05%) SQL
3 35 (21.34%) JavaScript
4 20 (12.20%) Shell Script
5 9 (5.49%) Python
6 8 (4.88%) C#
7 7 (4.27%) PowerShell
7 7 (4.27%) Scala
8 6 (3.66%) C++
9 4 (2.44%) PL/SQL
10 3 (1.83%) T-SQL
11 2 (1.22%) Go
11 2 (1.22%) Perl
12 1 (0.61%) C
12 1 (0.61%) PHP
12 1 (0.61%) Smalltalk
Qualifications
1 16 (9.76%) Degree
2 3 (1.83%) Security Cleared
3 2 (1.22%) SC Cleared
Quality Assurance & Compliance
1 9 (5.49%) MiFID
2 6 (3.66%) Dodd-Frank
2 6 (3.66%) EMIR
3 5 (3.05%) QA
System Software
1 4 (2.44%) Docker
2 2 (1.22%) Active Directory
Systems Management
1 1 (0.61%) Business Desktop Deployment
Vendors
1 42 (25.61%) Oracle
2 16 (9.76%) IBM
3 15 (9.15%) Sybase
4 10 (6.10%) Perforce
5 5 (3.05%) Splunk
6 3 (1.83%) Reuters
6 3 (1.83%) Twitter
7 2 (1.22%) TIBCO
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