Period
to 20 April 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 20 April 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Scotland > Glasgow
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 23 39 23
Rank change year-on-year +16 -16 +11
Permanent jobs citing Spring 243 120 247
As % of all permanent IT jobs advertised in Glasgow 9.86% 6.28% 9.33%
As % of the Libraries, Frameworks & Software Standards category 20.89% 14.81% 22.54%
Number of salaries quoted 173 41 152
Glasgow median annual salary £50,000 £57,500 £45,000
Median salary % change year-on-year -13.04% +27.78% -
10th Percentile £37,500 £40,500 £36,825
90th Percentile £73,500 £76,250 £70,000
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -2.17%

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 1,163 810 1,096
As % of all permanent IT jobs advertised in Glasgow 47.18% 42.36% 41.39%
Number of salaries quoted 850 467 621
Glasgow median annual salary £47,500 £44,000 £40,000
Median salary % change year-on-year +7.95% +10.00% -
10th Percentile £32,450 £28,750 £27,500
90th Percentile £70,000 £63,750 £57,500
Scotland median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 20 April 2018.

Salary histogram for Spring in Glasgow

For the 6 months to 20 April 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.

1 227 (93.42%) Java
2 169 (69.55%) Hibernate
3 152 (62.55%) Agile Software Development
4 124 (51.03%) SQL
5 113 (46.50%) Finance
5 113 (46.50%) NoSQL
6 112 (46.09%) Python
7 108 (44.44%) Maven
8 103 (42.39%) SDLC
9 96 (39.51%) TDD
9 96 (39.51%) HTML
10 86 (35.39%) Ansible
11 85 (34.98%) Hadoop
12 83 (34.16%) JavaScript
13 82 (33.74%) OO
14 81 (33.33%) Docker
15 79 (32.51%) Puppet
16 70 (28.81%) AngularJS
17 65 (26.75%) MySQL
18 61 (25.10%) Oracle
19 59 (24.28%) PHP
20 58 (23.87%) Collaborative Working
21 56 (23.05%) PostgreSQL
22 54 (22.22%) Enterprise Software
23 53 (21.81%) OOP
24 52 (21.40%) Scrum
25 51 (20.99%) Web Services
25 51 (20.99%) Multithreading
26 50 (20.58%) BDD
27 48 (19.75%) REST

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 36 (14.81%) Tomcat
2 33 (13.58%) JBoss
3 22 (9.05%) Jetty
4 21 (8.64%) WebLogic
5 20 (8.23%) Apache Spark
6 16 (6.58%) Elasticsearch
7 10 (4.12%) GemFire
7 10 (4.12%) WebSphere
8 4 (1.65%) Apache
9 2 (0.82%) Oracle Coherence
10 1 (0.41%) Alfresco
10 1 (0.41%) Apache Qpid
10 1 (0.41%) Cloud Foundry
10 1 (0.41%) IIS
10 1 (0.41%) nginx
10 1 (0.41%) OpenStack
10 1 (0.41%) Tornado
10 1 (0.41%) WebSphere Application Server
Business Applications
1 1 (0.41%) AquaLogic BPM
1 1 (0.41%) Oracle BPM
Cloud Services
1 10 (4.12%) Amazon AWS
2 6 (2.47%) Cloud Computing
2 6 (2.47%) Microsoft Azure
3 3 (1.23%) GitHub
4 1 (0.41%) Amazon EC2
4 1 (0.41%) SaaS
Communications & Networking
1 9 (3.70%) AMQP
2 4 (1.65%) Internet
3 1 (0.41%) SNMP
3 1 (0.41%) SSH
3 1 (0.41%) SSL
Database & Business Intelligence
1 113 (46.50%) NoSQL
2 85 (34.98%) Hadoop
3 65 (26.75%) MySQL
4 56 (23.05%) PostgreSQL
5 46 (18.93%) MongoDB
6 31 (12.76%) Apache Cassandra
7 29 (11.93%) Big Data
8 23 (9.47%) Relational Database
9 21 (8.64%) Couchbase
9 21 (8.64%) Redis
9 21 (8.64%) Riak
10 20 (8.23%) DB2
11 18 (7.41%) RDBMS
12 10 (4.12%) Blockchain
13 7 (2.88%) SQL Server
14 3 (1.23%) MarkLogic
14 3 (1.23%) Sybase ASE
15 2 (0.82%) KDB
15 2 (0.82%) Oracle Database
15 2 (0.82%) Oracle Database 11g
Development Applications
1 108 (44.44%) Maven
2 42 (17.28%) JUnit
3 41 (16.87%) Git (software)
4 33 (13.58%) Jenkins
5 30 (12.35%) Cucumber
5 30 (12.35%) Selenium
6 21 (8.64%) FitNesse
6 21 (8.64%) Vagrant
7 19 (7.82%) Gradle
8 17 (7.00%) Subversion
9 15 (6.17%) Eclipse
10 14 (5.76%) Mockito
11 12 (4.94%) Bitbucket
12 8 (3.29%) JIRA
13 7 (2.88%) Ant
14 4 (1.65%) GitLab
14 4 (1.65%) Hudson
15 2 (0.82%) DbUnit
15 2 (0.82%) Rational Team Concert
15 2 (0.82%) SonarQube
General
1 113 (46.50%) Finance
2 13 (5.35%) Banking
3 9 (3.70%) Investment Banking
4 6 (2.47%) Advertising
5 3 (1.23%) Financial Institution
5 3 (1.23%) Front Office
6 2 (0.82%) Legal
7 1 (0.41%) Games
7 1 (0.41%) Manufacturing
7 1 (0.41%) Publishing
Job Titles
1 204 (83.95%) Developer
2 187 (76.95%) Java Developer
3 44 (18.11%) Senior Developer
4 43 (17.70%) Senior Java Developer
5 18 (7.41%) Lead Developer
5 18 (7.41%) Lead Java Developer
6 17 (7.00%) Python Developer
7 15 (6.17%) Java Engineer
8 14 (5.76%) Software Engineer
9 13 (5.35%) Senior Python Developer
10 11 (4.53%) Java Software Engineer
10 11 (4.53%) Technical Leader
11 9 (3.70%) Web Developer
12 6 (2.47%) C++ Software Engineer
12 6 (2.47%) Objective-C Engineer
12 6 (2.47%) Python Engineer
12 6 (2.47%) Python Software Engineer
13 5 (2.06%) Consultant
13 5 (2.06%) Full Stack Developer
14 4 (1.65%) Java Consultant
Libraries, Frameworks & Software Standards
1 169 (69.55%) Hibernate
2 96 (39.51%) HTML
3 70 (28.81%) AngularJS
4 51 (20.99%) Web Services
5 48 (19.75%) REST
5 48 (19.75%) SOAP
6 36 (14.81%) HTML5
7 32 (13.17%) JMS
8 26 (10.70%) Spring MVC
9 25 (10.29%) J2EE
10 21 (8.64%) XML
11 19 (7.82%) CSS
11 19 (7.82%) JSON
12 16 (6.58%) React
13 13 (5.35%) Drools
13 13 (5.35%) Spring Boot
13 13 (5.35%) Struts
14 12 (4.94%) CSS3
15 11 (4.53%) Kafka
16 9 (3.70%) JPA
Miscellaneous
1 54 (22.22%) Enterprise Software
2 15 (6.17%) User Experience
3 10 (4.12%) Client/Server
3 10 (4.12%) Greenfield Project
4 7 (2.88%) Analytical Skills
5 6 (2.47%) Mobile App
6 4 (1.65%) Computer Science
7 3 (1.23%) Analytical Mindset
8 2 (0.82%) Algorithms
8 2 (0.82%) Cloud Native
8 2 (0.82%) Data Centre
8 2 (0.82%) Data Structures
8 2 (0.82%) Derivative
8 2 (0.82%) Internet of Things
8 2 (0.82%) OTC Derivatives
9 1 (0.41%) AS400
9 1 (0.41%) Equity Derivative
9 1 (0.41%) Fintech
9 1 (0.41%) Private Cloud
9 1 (0.41%) Virtual Team
Operating Systems
1 22 (9.05%) Linux
2 20 (8.23%) Unix
3 6 (2.47%) Apple iOS
4 2 (0.82%) Windows
5 1 (0.41%) DC/OS
5 1 (0.41%) Mac OS
Processes & Methodologies
1 152 (62.55%) Agile Software Development
2 103 (42.39%) SDLC
3 96 (39.51%) TDD
4 82 (33.74%) OO
5 58 (23.87%) Collaborative Working
6 53 (21.81%) OOP
7 52 (21.40%) Scrum
8 51 (20.99%) Multithreading
9 50 (20.58%) BDD
10 44 (18.11%) Test Automation
11 42 (17.28%) Concurrent Programming
12 39 (16.05%) Mentoring
13 30 (12.35%) Software Engineering
14 28 (11.52%) Continuous Integration
15 27 (11.11%) MVC
16 22 (9.05%) Microservices
17 21 (8.64%) Problem-Solving
18 19 (7.82%) Web Development
19 17 (7.00%) Software Delivery
20 16 (6.58%) OOD
Programming Languages
1 227 (93.42%) Java
2 124 (51.03%) SQL
3 112 (46.09%) Python
4 83 (34.16%) JavaScript
5 59 (24.28%) PHP
6 23 (9.47%) Bash Shell
7 21 (8.64%) Ruby
8 20 (8.23%) Java 8
9 8 (3.29%) C++
10 6 (2.47%) Objective-C
11 5 (2.06%) Shell Script
12 4 (1.65%) Perl
13 3 (1.23%) Scala
13 3 (1.23%) XQuery
14 2 (0.82%) C#
14 2 (0.82%) PL/SQL
14 2 (0.82%) T-SQL
15 1 (0.41%) Clojure
15 1 (0.41%) Java 9
15 1 (0.41%) XPath
Qualifications
1 10 (4.12%) Degree
2 5 (2.06%) Security Cleared
3 2 (0.82%) Computer Science Degree
3 2 (0.82%) PRINCE2 Certification
Quality Assurance & Compliance
1 11 (4.53%) QA
2 2 (0.82%) Dodd-Frank
2 2 (0.82%) EMIR
2 2 (0.82%) MiFID
System Software
1 81 (33.33%) Docker
2 4 (1.65%) VMware Infrastructure
3 1 (0.41%) Apache ZooKeeper
3 1 (0.41%) VirtualBox
3 1 (0.41%) vSphere
Systems Management
1 86 (35.39%) Ansible
2 79 (32.51%) Puppet
3 28 (11.52%) Opscode Chef
4 21 (8.64%) Cobbler
5 2 (0.82%) Kubernetes
5 2 (0.82%) Rancher
6 1 (0.41%) Control-M
6 1 (0.41%) HAProxy
6 1 (0.41%) logstash
6 1 (0.41%) Marathon
6 1 (0.41%) Mesos
Vendors
1 61 (25.10%) Oracle
2 27 (11.11%) Sybase
3 18 (7.41%) IBM
4 9 (3.70%) TIBCO
5 8 (3.29%) Informatica
6 4 (1.65%) VMware
7 2 (0.82%) Atlassian
7 2 (0.82%) Perforce
7 2 (0.82%) Progress
7 2 (0.82%) Reuters
8 1 (0.41%) Splunk