Period
to 24 March 2019

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 24 March 2019 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Scotland > Glasgow
6 months to
24 Mar 2019
Same period 2018 Same period 2017
Rank 50 22 39
Rank change year-on-year -28 +17 -12
Permanent jobs citing Spring 106 235 108
As % of all permanent IT jobs advertised in Glasgow 5.47% 9.82% 5.75%
As % of the Libraries, Frameworks & Software Standards category 11.50% 21.40% 14.38%
Number of salaries quoted 78 156 35
Glasgow median annual salary £50,000 £50,000 £50,000
10th Percentile £37,125 £37,500 £36,450
90th Percentile £65,000 £73,125 £66,750
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

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 922 1,098 751
As % of all permanent IT jobs advertised in Glasgow 47.57% 45.86% 39.99%
Number of salaries quoted 650 788 435
Glasgow median annual salary £46,500 £47,500 £43,500
Median salary % change year-on-year -2.11% +9.20% +8.75%
10th Percentile £32,225 £32,000 £28,850
90th Percentile £65,000 £70,000 £60,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +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 24 March 2019.

Salary histogram for Spring in Glasgow

For the 6 months to 24 March 2019, 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.

1 104 (98.11%) Java
2 70 (66.04%) Agile Software Development
3 66 (62.26%) SQL
4 58 (54.72%) Hibernate
5 54 (50.94%) Oracle
6 53 (50.00%) SDLC
7 49 (46.23%) Finance
8 45 (42.45%) JavaScript
9 44 (41.51%) TDD
10 43 (40.57%) HTML
10 43 (40.57%) OO
11 40 (37.74%) AngularJS
12 38 (35.85%) Enterprise Software
13 35 (33.02%) NoSQL
13 35 (33.02%) MySQL
14 34 (32.08%) Maven
15 33 (31.13%) Collaborative Working
16 32 (30.19%) PostgreSQL
16 32 (30.19%) Python
17 28 (26.42%) OOP
17 28 (26.42%) Docker
18 27 (25.47%) Microservices
19 26 (24.53%) Ansible
20 25 (23.58%) Puppet
20 25 (23.58%) Hadoop
21 24 (22.64%) PHP
22 23 (21.70%) Git (software)
23 20 (18.87%) Software Engineering
24 19 (17.92%) Continuous Integration
25 18 (16.98%) Analytics

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 12 (11.32%) JBoss
2 5 (4.72%) WebLogic
3 4 (3.77%) Apache Spark
3 4 (3.77%) Cloud Foundry
3 4 (3.77%) Tomcat
4 3 (2.83%) Oracle Workflow
4 3 (2.83%) WebSphere
5 2 (1.89%) Oracle SOA Suite
6 1 (0.94%) Alfresco
6 1 (0.94%) WebSphere Application Server
6 1 (0.94%) WildFly
Business Applications
1 1 (0.94%) Oracle AML
Cloud Services
1 11 (10.38%) Microsoft Azure
2 6 (5.66%) Amazon AWS
3 3 (2.83%) Cloud Computing
4 1 (0.94%) AWS CloudFormation
4 1 (0.94%) AWS Lambda
4 1 (0.94%) Google Cloud Platform
4 1 (0.94%) IaaS
4 1 (0.94%) Serverless
Communications & Networking
1 3 (2.83%) AMQP
2 2 (1.89%) SNMP
3 1 (0.94%) Internet
Database & Business Intelligence
1 35 (33.02%) MySQL
1 35 (33.02%) NoSQL
2 32 (30.19%) PostgreSQL
3 25 (23.58%) Hadoop
4 18 (16.98%) Relational Database
5 16 (15.09%) RDBMS
6 14 (13.21%) SQL Server
7 12 (11.32%) Big Data
8 10 (9.43%) HSQLDB
9 8 (7.55%) MongoDB
10 7 (6.60%) Data Warehouse
11 5 (4.72%) Neo4j
12 4 (3.77%) MarkLogic
12 4 (3.77%) Sybase ASE
13 3 (2.83%) OLAP
13 3 (2.83%) OLTP
13 3 (2.83%) Oracle Database
13 3 (2.83%) Oracle OLAP
14 2 (1.89%) MariaDB
15 1 (0.94%) Redis
Development Applications
1 34 (32.08%) Maven
2 23 (21.70%) Git (software)
3 17 (16.04%) Eclipse
4 13 (12.26%) Subversion
5 12 (11.32%) JUnit
6 10 (9.43%) Mockito
7 9 (8.49%) IntelliJ
8 8 (7.55%) Gradle
9 7 (6.60%) Jenkins
10 5 (4.72%) Ant
11 4 (3.77%) Cucumber
11 4 (3.77%) JIRA
12 2 (1.89%) Artifactory
12 2 (1.89%) Selenium
12 2 (1.89%) Sonatype Nexus
12 2 (1.89%) TeamCity
13 1 (0.94%) Android Studio
13 1 (0.94%) Spock
General
1 49 (46.23%) Finance
2 5 (4.72%) Banking
3 3 (2.83%) Investment Banking
3 3 (2.83%) Law
4 1 (0.94%) Corporate Banking
4 1 (0.94%) Financial Institution
4 1 (0.94%) Retail
Job Titles
1 71 (66.98%) Developer
2 66 (62.26%) Java Developer
3 10 (9.43%) Software Engineer
4 9 (8.49%) Technical Leader
5 8 (7.55%) Development Team Leader
5 8 (7.55%) Senior Developer
5 8 (7.55%) Team Leader
6 7 (6.60%) Senior Java Developer
7 5 (4.72%) Software Development Team Leader
7 5 (4.72%) Software Team Leader
8 4 (3.77%) Senior Software Engineer
9 3 (2.83%) Architect
9 3 (2.83%) Java Development Team Leader
9 3 (2.83%) Java Team Leader
9 3 (2.83%) Lead Developer
9 3 (2.83%) Lead Java Developer
9 3 (2.83%) Principal Engineer
9 3 (2.83%) Principal Software Engineer
10 2 (1.89%) Full Stack Developer
10 2 (1.89%) Support Engineer
Libraries, Frameworks & Software Standards
1 58 (54.72%) Hibernate
2 43 (40.57%) HTML
3 40 (37.74%) AngularJS
4 18 (16.98%) J2EE
4 18 (16.98%) XML
5 17 (16.04%) Spring Boot
6 15 (14.15%) CSS
6 15 (14.15%) REST
7 14 (13.21%) HTML5
7 14 (13.21%) JSON
8 13 (12.26%) CSS3
8 13 (12.26%) Java EE
8 13 (12.26%) JSP
9 12 (11.32%) Web Services
10 11 (10.38%) Middleware
11 10 (9.43%) Ajax
11 10 (9.43%) EJB
11 10 (9.43%) RESTful
12 9 (8.49%) JMS
12 9 (8.49%) Spring MVC
Miscellaneous
1 38 (35.85%) Enterprise Software
2 15 (14.15%) Greenfield Project
3 8 (7.55%) Algorithms
4 7 (6.60%) Management Information System
5 5 (4.72%) Analytical Skills
5 5 (4.72%) Fintech
6 3 (2.83%) User Experience
7 2 (1.89%) Blog
8 1 (0.94%) Analytical Mindset
8 1 (0.94%) Fixed Income
8 1 (0.94%) Internet of Things
8 1 (0.94%) Mobile App
8 1 (0.94%) Robotics
8 1 (0.94%) Virtual Team
Operating Systems
1 15 (14.15%) Linux
2 8 (7.55%) Unix
2 8 (7.55%) Windows
3 5 (4.72%) CentOS
3 5 (4.72%) Ubuntu
4 1 (0.94%) Android
4 1 (0.94%) Apple iOS
Processes & Methodologies
1 70 (66.04%) Agile Software Development
2 53 (50.00%) SDLC
3 44 (41.51%) TDD
4 43 (40.57%) OO
5 33 (31.13%) Collaborative Working
6 28 (26.42%) OOP
7 27 (25.47%) Microservices
8 20 (18.87%) Software Engineering
9 19 (17.92%) Continuous Integration
10 18 (16.98%) Analytics
11 16 (15.09%) Scrum
12 12 (11.32%) Open Source
13 11 (10.38%) SOA
13 11 (10.38%) Test Automation
14 10 (9.43%) Mentoring
14 10 (9.43%) Unit Testing
15 9 (8.49%) Workflow
16 8 (7.55%) Benchmarking
16 8 (7.55%) MVC
16 8 (7.55%) Root Cause Analysis
Programming Languages
1 104 (98.11%) Java
2 66 (62.26%) SQL
3 45 (42.45%) JavaScript
4 32 (30.19%) Python
5 24 (22.64%) PHP
6 13 (12.26%) Java 8
7 12 (11.32%) C#
8 7 (6.60%) Shell Script
9 6 (5.66%) PL/SQL
10 5 (4.72%) Jython
11 4 (3.77%) TypeScript
11 4 (3.77%) XQuery
12 2 (1.89%) R
13 1 (0.94%) Bash Shell
13 1 (0.94%) C
13 1 (0.94%) Go
13 1 (0.94%) Perl
Qualifications
1 10 (9.43%) Degree
2 5 (4.72%) Security Cleared
3 3 (2.83%) Computer Science Degree
Quality Assurance & Compliance
1 11 (10.38%) QA
2 1 (0.94%) Data Quality
System Software
1 28 (26.42%) Docker
Systems Management
1 26 (24.53%) Ansible
2 25 (23.58%) Puppet
3 3 (2.83%) Kubernetes
4 1 (0.94%) Opscode Chef
4 1 (0.94%) Terraform
Vendors
1 54 (50.94%) Oracle
2 7 (6.60%) Sybase
3 5 (4.72%) IBM
4 3 (2.83%) Informatica
4 3 (2.83%) Twitter
5 2 (1.89%) Cognizant
6 1 (0.94%) Google
6 1 (0.94%) SAP
6 1 (0.94%) TIBCO