Period
to 23 January 2018

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 23 January 2018 with a comparison to the same period in the previous 2 years.

Pivotal Software Spring Framework
Scotland > Glasgow
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 21 41 32
Rank change year-on-year +20 -9 -1
Permanent jobs citing Spring 218 102 200
As % of all permanent IT jobs advertised in Glasgow 9.86% 5.46% 7.55%
As % of the Libraries, Frameworks & Software Standards category 21.52% 13.37% 19.18%
Number of salaries quoted 125 41 122
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 £35,000
90th Percentile £70,750 £58,750 £55,000
Scotland median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +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 1,013 763 1,043
As % of all permanent IT jobs advertised in Glasgow 45.80% 40.85% 39.39%
Number of salaries quoted 682 449 616
Glasgow median annual salary £47,500 £40,000 £40,000
Median salary % change year-on-year +18.75% - -
10th Percentile £31,500 £29,450 £27,500
90th Percentile £65,000 £59,200 £55,000
Scotland median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

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 23 January 2018.

Salary histogram for Spring in Glasgow

For the 6 months to 23 January 2018, IT jobs citing Spring also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Spring.

1 204 (93.58%) Java
2 158 (72.48%) Agile Software Development
3 135 (61.93%) Hibernate
4 110 (50.46%) TDD
5 93 (42.66%) NoSQL
6 86 (39.45%) SQL
7 83 (38.07%) Scrum
8 76 (34.86%) Python
9 73 (33.49%) JavaScript
9 73 (33.49%) Finance
10 68 (31.19%) Concurrent Programming
11 67 (30.73%) BDD
11 67 (30.73%) MongoDB
12 62 (28.44%) Multithreading
13 61 (27.98%) Test Automation
14 60 (27.52%) Hadoop
15 58 (26.61%) HTML
15 58 (26.61%) SDLC
16 56 (25.69%) Ansible
17 55 (25.23%) Maven
18 54 (24.77%) Docker
18 54 (24.77%) Puppet
19 50 (22.94%) SOAP
20 48 (22.02%) AngularJS
21 47 (21.56%) Web Services
22 45 (20.64%) REST
23 43 (19.72%) Tomcat
23 43 (19.72%) JMS
24 42 (19.27%) Oracle
25 38 (17.43%) JUnit

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 43 (19.72%) Tomcat
2 35 (16.06%) JBoss
3 26 (11.93%) WebLogic
4 25 (11.47%) Jetty
5 22 (10.09%) WebSphere
6 10 (4.59%) GemFire
7 8 (3.67%) Apache Spark
8 7 (3.21%) Oracle Coherence
9 5 (2.29%) Apache
10 3 (1.38%) Confluence
10 3 (1.38%) Elasticsearch
11 1 (0.46%) Alfresco
11 1 (0.46%) Cloud Foundry
11 1 (0.46%) nginx
11 1 (0.46%) OpenStack
11 1 (0.46%) Tornado
11 1 (0.46%) WebSphere Application Server
Business Applications
1 2 (0.92%) Oracle BPM
2 1 (0.46%) AquaLogic BPM
Cloud Services
1 15 (6.88%) Amazon AWS
2 14 (6.42%) GitHub
3 10 (4.59%) Microsoft Azure
4 8 (3.67%) Cloud Computing
5 4 (1.83%) Amazon EC2
Communications & Networking
1 21 (9.63%) AMQP
2 11 (5.05%) Internet
3 5 (2.29%) SSH
3 5 (2.29%) SSL
4 1 (0.46%) SNMP
Database & Business Intelligence
1 93 (42.66%) NoSQL
2 67 (30.73%) MongoDB
3 60 (27.52%) Hadoop
4 38 (17.43%) Big Data
5 35 (16.06%) MySQL
6 32 (14.68%) Redis
7 28 (12.84%) PostgreSQL
8 25 (11.47%) Couchbase
8 25 (11.47%) Riak
9 17 (7.80%) Blockchain
10 15 (6.88%) Apache Cassandra
10 15 (6.88%) DB2
10 15 (6.88%) Relational Database
11 12 (5.50%) RDBMS
12 10 (4.59%) SQL Server
13 4 (1.83%) InterSystems Cache
13 4 (1.83%) Oracle Database
14 3 (1.38%) HBase
15 2 (0.92%) MariaDB
16 1 (0.46%) OrientDB
Development Applications
1 55 (25.23%) Maven
2 38 (17.43%) JUnit
3 32 (14.68%) Selenium
4 27 (12.39%) Cucumber
4 27 (12.39%) Jenkins
5 25 (11.47%) FitNesse
5 25 (11.47%) Git (software)
5 25 (11.47%) Vagrant
6 18 (8.26%) JIRA
7 15 (6.88%) Mockito
8 13 (5.96%) Subversion
9 12 (5.50%) Gradle
10 11 (5.05%) Bitbucket
11 7 (3.21%) Eclipse
11 7 (3.21%) GitLab
12 5 (2.29%) Ant
12 5 (2.29%) DbUnit
12 5 (2.29%) IntelliJ
12 5 (2.29%) jMock
12 5 (2.29%) SonarQube
General
1 73 (33.49%) Finance
2 14 (6.42%) Banking
3 11 (5.05%) Investment Banking
4 8 (3.67%) Advertising
5 3 (1.38%) Financial Institution
5 3 (1.38%) Prime Brokerage
6 2 (0.92%) Front Office
7 1 (0.46%) Games
7 1 (0.46%) Manufacturing
7 1 (0.46%) Telecoms
Job Titles
1 196 (89.91%) Developer
2 174 (79.82%) Java Developer
3 53 (24.31%) Senior Developer
4 51 (23.39%) Senior Java Developer
5 26 (11.93%) Full Stack Developer
6 19 (8.72%) Lead Developer
7 15 (6.88%) Lead Java Developer
8 7 (3.21%) Software Developer
9 6 (2.75%) Python Developer
9 6 (2.75%) Team Leader
10 5 (2.29%) Angular Developer
10 5 (2.29%) Java Engineer
10 5 (2.29%) Java Software Developer
10 5 (2.29%) Java Team Leader
10 5 (2.29%) JavaScript Developer
10 5 (2.29%) Software Engineer
11 4 (1.83%) NoSQL Developer
11 4 (1.83%) Senior Full Stack Developer
11 4 (1.83%) Senior JavaScript Developer
12 3 (1.38%) Web Developer
Libraries, Frameworks & Software Standards
1 135 (61.93%) Hibernate
2 58 (26.61%) HTML
3 50 (22.94%) SOAP
4 48 (22.02%) AngularJS
5 47 (21.56%) Web Services
6 45 (20.64%) REST
7 43 (19.72%) JMS
8 33 (15.14%) HTML5
9 28 (12.84%) J2EE
9 28 (12.84%) XML
10 27 (12.39%) JSON
11 25 (11.47%) RabbitMQ
12 21 (9.63%) JPA
12 21 (9.63%) Kafka
12 21 (9.63%) TIBCO EMS
12 21 (9.63%) WebSphere MQ
13 19 (8.72%) RESTful
14 18 (8.26%) Spring MVC
15 15 (6.88%) React
16 13 (5.96%) Drools
Miscellaneous
1 22 (10.09%) Enterprise Software
2 21 (9.63%) Greenfield Project
3 12 (5.50%) Client/Server
4 11 (5.05%) Internet of Things
5 7 (3.21%) User Experience
6 4 (1.83%) Data Structures
6 4 (1.83%) Equities
7 3 (1.38%) Tandem
8 2 (0.92%) Analytical Mindset
8 2 (0.92%) Analytical Skills
8 2 (0.92%) Computer Science
8 2 (0.92%) Data Centre
8 2 (0.92%) Mobile App
9 1 (0.46%) Algorithms
Operating Systems
1 23 (10.55%) Linux
2 14 (6.42%) Unix
3 6 (2.75%) Windows
4 2 (0.92%) Apple iOS
5 1 (0.46%) Mac OS
Processes & Methodologies
1 158 (72.48%) Agile Software Development
2 110 (50.46%) TDD
3 83 (38.07%) Scrum
4 68 (31.19%) Concurrent Programming
5 67 (30.73%) BDD
6 62 (28.44%) Multithreading
7 61 (27.98%) Test Automation
8 58 (26.61%) SDLC
9 37 (16.97%) Software Engineering
10 36 (16.51%) Mentoring
11 35 (16.06%) OO
12 33 (15.14%) Kanban
13 23 (10.55%) Open Source
13 23 (10.55%) Unit Testing
14 22 (10.09%) Collaborative Working
15 21 (9.63%) Integration Testing
15 21 (9.63%) Microservices
15 21 (9.63%) RUP
15 21 (9.63%) Software Delivery
15 21 (9.63%) System Testing
Programming Languages
1 204 (93.58%) Java
2 86 (39.45%) SQL
3 76 (34.86%) Python
4 73 (33.49%) JavaScript
5 29 (13.30%) PHP
6 25 (11.47%) Bash Shell
6 25 (11.47%) Ruby
7 12 (5.50%) PL/SQL
8 7 (3.21%) Scala
9 5 (2.29%) C#
9 5 (2.29%) T-SQL
10 4 (1.83%) C++
11 2 (0.92%) Objective-C
12 1 (0.46%) Clojure
12 1 (0.46%) Erlang
12 1 (0.46%) ES6
12 1 (0.46%) F#
12 1 (0.46%) Haskell
12 1 (0.46%) Jython
12 1 (0.46%) XPath
Qualifications
1 6 (2.75%) Security Cleared
2 4 (1.83%) Degree
3 2 (0.92%) PRINCE2 Certification
Quality Assurance & Compliance
1 23 (10.55%) QA
System Software
1 54 (24.77%) Docker
2 4 (1.83%) VMware Infrastructure
3 3 (1.38%) vSphere
4 1 (0.46%) Apache ZooKeeper
4 1 (0.46%) VirtualBox
Systems Management
1 56 (25.69%) Ansible
2 54 (24.77%) Puppet
3 35 (16.06%) Opscode Chef
4 25 (11.47%) Cobbler
5 1 (0.46%) HAProxy
5 1 (0.46%) logstash
Vendors
1 42 (19.27%) Oracle
2 28 (12.84%) IBM
3 21 (9.63%) TIBCO
4 20 (9.17%) Sybase
5 8 (3.67%) Informatica
6 5 (2.29%) Reuters
7 4 (1.83%) VMware
8 2 (0.92%) Progress
9 1 (0.46%) Splunk