Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Pivotal Software Spring Framework
Scotland > Glasgow
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 22 47 32
Rank change year-on-year +25 -15 -1
Permanent jobs citing Spring 206 116 199
As % of all permanent IT jobs advertised in Glasgow 8.97% 5.27% 7.73%
As % of the Libraries, Frameworks & Software Standards category 20.64% 11.42% 19.15%
Number of salaries quoted 93 56 113
Glasgow median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £37,500 £35,000 £33,750
90th Percentile £71,000 £63,750 £57,500
Scotland median annual salary £48,000 £46,000 £45,000
% change year-on-year +4.35% +2.22% +5.88%

Spring is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Glasgow
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 998 1016 1039
As % of all permanent IT jobs advertised in Glasgow 43.45% 46.12% 40.37%
Number of salaries quoted 621 536 616
Glasgow median annual salary £47,500 £40,000 £40,000
Median salary % change year-on-year +18.75% - -
10th Percentile £31,375 £28,750 £28,250
90th Percentile £65,000 £57,500 £56,250
Scotland median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Spring
Job Vacancy Trend in Glasgow

Job postings citing Spring as a percentage of all IT jobs advertised in Glasgow.

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 6 months to 17 November 2017.

Salary histogram for Spring in Glasgow

For the 6 months to 17 November 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.

1 198 (96.12%) Java
2 149 (72.33%) Agile Software Development
3 131 (63.59%) Hibernate
4 106 (51.46%) TDD
5 69 (33.50%) SQL
6 65 (31.55%) JavaScript
6 65 (31.55%) Scrum
6 65 (31.55%) Finance
7 64 (31.07%) Test Automation
7 64 (31.07%) Concurrent Programming
8 60 (29.13%) Multithreading
8 60 (29.13%) BDD
8 60 (29.13%) NoSQL
9 49 (23.79%) MongoDB
10 48 (23.30%) SOAP
11 46 (22.33%) J2EE
12 45 (21.84%) Python
13 44 (21.36%) Oracle
14 43 (20.87%) Unit Testing
14 43 (20.87%) Relational Database
15 42 (20.39%) Big Data
16 39 (18.93%) Web Services
16 39 (18.93%) Tomcat
16 39 (18.93%) SDLC
17 38 (18.45%) Greenfield Project
18 37 (17.96%) HTML
19 36 (17.48%) JMS
19 36 (17.48%) AngularJS
19 36 (17.48%) Mentoring
20 35 (16.99%) Hadoop

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 39 (18.93%) Tomcat
2 24 (11.65%) JBoss
3 16 (7.77%) WebLogic
4 15 (7.28%) Jetty
4 15 (7.28%) WebSphere
5 7 (3.40%) Oracle Coherence
6 5 (2.43%) Cloud Foundry
6 5 (2.43%) GemFire
7 4 (1.94%) Apache
7 4 (1.94%) Apache Spark
7 4 (1.94%) Confluence
8 1 (0.49%) Oracle SOA Suite
Business Applications
1 2 (0.97%) Oracle BPM
2 1 (0.49%) AquaLogic BPM
Cloud Services
1 17 (8.25%) Cloud Computing
2 13 (6.31%) GitHub
3 10 (4.85%) Amazon AWS
4 6 (2.91%) Microsoft Azure
5 4 (1.94%) Amazon EC2
Communications & Networking
1 15 (7.28%) AMQP
2 9 (4.37%) Internet
3 6 (2.91%) SSH
3 6 (2.91%) SSL
4 1 (0.49%) SNMP
Database & Business Intelligence
1 60 (29.13%) NoSQL
2 49 (23.79%) MongoDB
3 43 (20.87%) Relational Database
4 42 (20.39%) Big Data
5 35 (16.99%) Hadoop
6 22 (10.68%) Redis
7 20 (9.71%) RDBMS
8 18 (8.74%) DB2
8 18 (8.74%) SQL Server
9 15 (7.28%) Couchbase
9 15 (7.28%) Riak
10 14 (6.80%) MySQL
11 11 (5.34%) Blockchain
11 11 (5.34%) PostgreSQL
12 5 (2.43%) Oracle Database
13 4 (1.94%) Apache Cassandra
13 4 (1.94%) CouchDB
13 4 (1.94%) HBase
13 4 (1.94%) InterSystems Cache
14 2 (0.97%) KDB
Development Applications
1 34 (16.50%) JUnit
2 25 (12.14%) Maven
3 23 (11.17%) Cucumber
4 22 (10.68%) Selenium
5 18 (8.74%) Git (software)
6 17 (8.25%) Jenkins
7 16 (7.77%) JIRA
8 15 (7.28%) FitNesse
8 15 (7.28%) Vagrant
9 14 (6.80%) Mockito
10 11 (5.34%) Subversion
11 5 (2.43%) Bitbucket
11 5 (2.43%) IntelliJ
11 5 (2.43%) TeamCity
12 4 (1.94%) Ant
12 4 (1.94%) DbUnit
12 4 (1.94%) GitLab
12 4 (1.94%) Gradle
12 4 (1.94%) jMock
12 4 (1.94%) SonarQube
General
1 65 (31.55%) Finance
2 22 (10.68%) Banking
3 15 (7.28%) Investment Banking
4 8 (3.88%) Prime Brokerage
5 4 (1.94%) Advertising
6 3 (1.46%) Financial Institution
7 2 (0.97%) Front Office
7 2 (0.97%) Law
8 1 (0.49%) Games
8 1 (0.49%) Manufacturing
8 1 (0.49%) Telecoms
Job Titles
1 182 (88.35%) Developer
2 157 (76.21%) Java Developer
3 65 (31.55%) Senior Developer
4 59 (28.64%) Senior Java Developer
5 36 (17.48%) Full Stack Developer
6 24 (11.65%) Lead Developer
7 19 (9.22%) Lead Java Developer
8 15 (7.28%) JavaScript Developer
9 14 (6.80%) Software Developer
10 13 (6.31%) Team Leader
11 12 (5.83%) Java Software Developer
12 8 (3.88%) Java Team Leader
13 7 (3.40%) Angular Developer
14 6 (2.91%) Analytics Developer
14 6 (2.91%) Big Data Developer
14 6 (2.91%) NoSQL Developer
14 6 (2.91%) Risk Analytics Developer
14 6 (2.91%) Senior Full Stack Developer
14 6 (2.91%) Senior JavaScript Developer
15 5 (2.43%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 131 (63.59%) Hibernate
2 48 (23.30%) SOAP
3 46 (22.33%) J2EE
4 39 (18.93%) Web Services
5 37 (17.96%) HTML
6 36 (17.48%) AngularJS
6 36 (17.48%) JMS
7 33 (16.02%) XML
8 28 (13.59%) REST
9 25 (12.14%) HTML5
10 24 (11.65%) JSON
11 23 (11.17%) RabbitMQ
12 21 (10.19%) RESTful
13 17 (8.25%) JPA
14 15 (7.28%) Kafka
14 15 (7.28%) TIBCO EMS
14 15 (7.28%) WebSphere MQ
15 11 (5.34%) Apache Camel
15 11 (5.34%) Java EE
16 10 (4.85%) Drools
Miscellaneous
1 38 (18.45%) Greenfield Project
2 12 (5.83%) Analytical Skills
3 9 (4.37%) Internet of Things
3 9 (4.37%) User Experience
4 8 (3.88%) Equities
5 7 (3.40%) Enterprise Software
6 6 (2.91%) Client/Server
6 6 (2.91%) Computer Science
6 6 (2.91%) Tandem
7 5 (2.43%) Data Structures
8 4 (1.94%) Hedge funds
9 3 (1.46%) N-Tier
10 1 (0.49%) Derivative
10 1 (0.49%) Equity Derivative
Operating Systems
1 24 (11.65%) Linux
2 22 (10.68%) Unix
3 10 (4.85%) Windows
4 4 (1.94%) Android
4 4 (1.94%) Apple iOS
Processes & Methodologies
1 149 (72.33%) Agile Software Development
2 106 (51.46%) TDD
3 65 (31.55%) Scrum
4 64 (31.07%) Concurrent Programming
4 64 (31.07%) Test Automation
5 60 (29.13%) BDD
5 60 (29.13%) Multithreading
6 43 (20.87%) Unit Testing
7 39 (18.93%) SDLC
8 36 (17.48%) Mentoring
9 34 (16.50%) Software Engineering
10 32 (15.53%) Kanban
11 28 (13.59%) Microservices
12 24 (11.65%) OO
13 23 (11.17%) Open Source
14 18 (8.74%) Analytics
14 18 (8.74%) Software Delivery
15 17 (8.25%) Integration Testing
16 16 (7.77%) UML
17 15 (7.28%) RUP
Programming Languages
1 198 (96.12%) Java
2 69 (33.50%) SQL
3 65 (31.55%) JavaScript
4 45 (21.84%) Python
5 15 (7.28%) Bash Shell
5 15 (7.28%) Ruby
6 11 (5.34%) PL/SQL
7 10 (4.85%) Scala
8 9 (4.37%) C#
9 8 (3.88%) C++
9 8 (3.88%) PHP
10 5 (2.43%) T-SQL
11 2 (0.97%) PowerShell
12 1 (0.49%) ECMAScript
12 1 (0.49%) Java 9
12 1 (0.49%) Jython
12 1 (0.49%) Perl
12 1 (0.49%) Shell Script
12 1 (0.49%) VB
12 1 (0.49%) XPath
Qualifications
1 12 (5.83%) Degree
2 8 (3.88%) Security Cleared
Quality Assurance & Compliance
1 19 (9.22%) QA
2 2 (0.97%) MiFID
3 1 (0.49%) Dodd-Frank
3 1 (0.49%) EMIR
System Software
1 25 (12.14%) Docker
2 3 (1.46%) VMware Infrastructure
2 3 (1.46%) vSphere
Systems Management
1 24 (11.65%) Ansible
1 24 (11.65%) Puppet
2 20 (9.71%) Opscode Chef
3 15 (7.28%) Cobbler
Vendors
1 44 (21.36%) Oracle
2 24 (11.65%) IBM
3 18 (8.74%) Sybase
4 15 (7.28%) TIBCO
5 5 (2.43%) Reuters
6 3 (1.46%) Informatica
6 3 (1.46%) Perforce
6 3 (1.46%) VMware