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

Pivotal Spring Framework
Scotland > Glasgow
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 36 23 44
Rank change year-on-year -13 +21 -15
Permanent jobs citing Spring 175 209 134
As % of all permanent IT jobs advertised in Glasgow 8.04% 9.29% 5.95%
As % of the Libraries, Frameworks & Software Standards category 18.25% 21.22% 12.64%
Number of salaries quoted 129 96 67
Glasgow median annual salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11% -
10th Percentile £37,500 £37,500 £35,000
90th Percentile £67,500 £71,250 £64,850
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 959 985 1,060
As % of all permanent IT jobs advertised in Glasgow 44.05% 43.78% 47.09%
Number of salaries quoted 696 618 543
Glasgow median annual salary £47,750 £45,000 £40,000
Median salary % change year-on-year +6.11% +12.50% -
10th Percentile £32,500 £31,250 £28,750
90th Percentile £65,000 £66,625 £57,500
Scotland median annual salary £45,000 £42,500 £40,500
% change year-on-year +5.88% +4.94% +1.25%

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 23 October 2018.

Salary histogram for Spring in Glasgow

For the 6 months to 23 October 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.

1 162 (92.57%) Java
2 124 (70.86%) Hibernate
3 115 (65.71%) Agile Software Development
4 101 (57.71%) Maven
5 95 (54.29%) SQL
5 95 (54.29%) HTML
6 90 (51.43%) AngularJS
7 89 (50.86%) Finance
8 88 (50.29%) OO
9 84 (48.00%) JavaScript
10 79 (45.14%) SDLC
11 78 (44.57%) TDD
12 77 (44.00%) Oracle
13 70 (40.00%) NoSQL
13 70 (40.00%) Docker
14 67 (38.29%) Python
15 64 (36.57%) Hadoop
15 64 (36.57%) Enterprise Software
16 60 (34.29%) PostgreSQL
17 59 (33.71%) Ansible
18 58 (33.14%) MySQL
18 58 (33.14%) Puppet
19 56 (32.00%) Collaborative Working
20 54 (30.86%) OOP
21 53 (30.29%) PHP
22 45 (25.71%) Git (software)
23 40 (22.86%) Web Services
24 34 (19.43%) CSS
24 34 (19.43%) J2EE
24 34 (19.43%) Software Engineering

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 10 (5.71%) Tomcat
2 9 (5.14%) JBoss
3 8 (4.57%) WebLogic
4 7 (4.00%) Apache Spark
4 7 (4.00%) WebSphere
5 5 (2.86%) GemFire
5 5 (2.86%) Jetty
6 3 (1.71%) Elasticsearch
6 3 (1.71%) Oracle Workflow
7 2 (1.14%) Oracle SOA Suite
8 1 (0.57%) Apache Pig
8 1 (0.57%) Apache Solr
8 1 (0.57%) WebSphere Application Server
8 1 (0.57%) WildFly
Business Applications
1 1 (0.57%) Dynamics CRM
1 1 (0.57%) Dynamics NAV
1 1 (0.57%) Oracle AML
Cloud Services
1 4 (2.29%) Amazon AWS
1 4 (2.29%) GitHub
2 3 (1.71%) Apigee
2 3 (1.71%) OpenShift
3 2 (1.14%) Microsoft Azure
3 2 (1.14%) SaaS
4 1 (0.57%) AWS Lambda
4 1 (0.57%) Cloud Computing
4 1 (0.57%) Dynamics 365
4 1 (0.57%) Serverless
Communications & Networking
1 3 (1.71%) AMQP
1 3 (1.71%) Internet
1 3 (1.71%) SNMP
2 2 (1.14%) Intranet
Database & Business Intelligence
1 70 (40.00%) NoSQL
2 64 (36.57%) Hadoop
3 60 (34.29%) PostgreSQL
4 58 (33.14%) MySQL
5 33 (18.86%) Relational Database
6 27 (15.43%) RDBMS
7 18 (10.29%) Big Data
8 16 (9.14%) DB2
9 13 (7.43%) MarkLogic
9 13 (7.43%) Sybase ASE
10 11 (6.29%) Oracle Database
11 9 (5.14%) MongoDB
11 9 (5.14%) SQL Server
12 6 (3.43%) KDB
13 5 (2.86%) Apache Cassandra
14 4 (2.29%) Couchbase
14 4 (2.29%) Redis
15 3 (1.71%) Kdb+
15 3 (1.71%) Oracle OLAP
15 3 (1.71%) Riak
Development Applications
1 101 (57.71%) Maven
2 45 (25.71%) Git (software)
3 31 (17.71%) Eclipse
3 31 (17.71%) Subversion
4 24 (13.71%) JUnit
5 22 (12.57%) Jenkins
6 19 (10.86%) Gradle
7 13 (7.43%) Mockito
8 12 (6.86%) Bitbucket
8 12 (6.86%) Cucumber
9 10 (5.71%) JIRA
10 8 (4.57%) Selenium
11 7 (4.00%) Hudson
12 5 (2.86%) Ant
13 4 (2.29%) FitNesse
13 4 (2.29%) IntelliJ
14 3 (1.71%) ClearCase
14 3 (1.71%) Jasmine
14 3 (1.71%) MagicDraw
14 3 (1.71%) webpack
General
1 89 (50.86%) Finance
2 12 (6.86%) Banking
3 10 (5.71%) Investment Banking
4 6 (3.43%) Law
5 2 (1.14%) Multimedia
Job Titles
1 119 (68.00%) Developer
2 99 (56.57%) Java Developer
3 24 (13.71%) Technical Leader
4 20 (11.43%) Software Engineer
5 15 (8.57%) Java Engineer
6 13 (7.43%) Java Software Engineer
6 13 (7.43%) Senior Developer
7 12 (6.86%) Senior Java Developer
8 10 (5.71%) Web Developer
9 6 (3.43%) Consultant
9 6 (3.43%) Python Engineer
9 6 (3.43%) Python Software Engineer
9 6 (3.43%) Software Developer
10 5 (2.86%) Front End Developer (Client-Side Developer)
10 5 (2.86%) Java Consultant
10 5 (2.86%) Lead Developer
10 5 (2.86%) Lead Java Developer
11 4 (2.29%) Angular Developer
11 4 (2.29%) Full Stack Developer
12 3 (1.71%) JavaScript Engineer
Libraries, Frameworks & Software Standards
1 124 (70.86%) Hibernate
2 95 (54.29%) HTML
3 90 (51.43%) AngularJS
4 40 (22.86%) Web Services
5 34 (19.43%) CSS
5 34 (19.43%) J2EE
6 30 (17.14%) REST
7 29 (16.57%) HTML5
8 25 (14.29%) JMS
8 25 (14.29%) React
9 23 (13.14%) SOAP
10 22 (12.57%) XML
11 21 (12.00%) CSS3
12 16 (9.14%) Struts
13 15 (8.57%) Spring Boot
14 14 (8.00%) Spring MVC
15 13 (7.43%) Apache Flex
16 12 (6.86%) JSP
17 11 (6.29%) JPA
17 11 (6.29%) RESTful
Miscellaneous
1 64 (36.57%) Enterprise Software
2 15 (8.57%) Analytical Skills
2 15 (8.57%) Greenfield Project
3 7 (4.00%) Algorithms
4 4 (2.29%) Equity Derivative
4 4 (2.29%) Reference Data
5 3 (1.71%) Management Information System
6 2 (1.14%) Clustering
6 2 (1.14%) Computer Science
6 2 (1.14%) Mobile App
6 2 (1.14%) Self-Motivation
7 1 (0.57%) Analytical Mindset
7 1 (0.57%) Fintech
7 1 (0.57%) Fixed Income
7 1 (0.57%) Internet of Things
7 1 (0.57%) Robotics
7 1 (0.57%) User Experience
Operating Systems
1 25 (14.29%) Unix
2 17 (9.71%) Linux
3 4 (2.29%) Windows
4 3 (1.71%) Apple iOS
5 1 (0.57%) Android
Processes & Methodologies
1 115 (65.71%) Agile Software Development
2 88 (50.29%) OO
3 79 (45.14%) SDLC
4 78 (44.57%) TDD
5 56 (32.00%) Collaborative Working
6 54 (30.86%) OOP
7 34 (19.43%) Software Engineering
8 33 (18.86%) Continuous Integration
9 32 (18.29%) Test Automation
10 31 (17.71%) Microservices
11 29 (16.57%) Problem-Solving
12 22 (12.57%) Scrum
13 18 (10.29%) MVC
13 18 (10.29%) Open Source
14 16 (9.14%) BDD
14 16 (9.14%) Multithreading
15 13 (7.43%) SOA
15 13 (7.43%) UML
16 12 (6.86%) OOD
16 12 (6.86%) Web Design
Programming Languages
1 162 (92.57%) Java
2 95 (54.29%) SQL
3 84 (48.00%) JavaScript
4 67 (38.29%) Python
5 53 (30.29%) PHP
6 16 (9.14%) Java 8
7 14 (8.00%) Shell Script
8 13 (7.43%) XQuery
9 8 (4.57%) C#
10 6 (3.43%) PL/SQL
11 5 (2.86%) Bash Shell
11 5 (2.86%) C++
12 4 (2.29%) Ruby
12 4 (2.29%) TypeScript
13 3 (1.71%) Perl
13 3 (1.71%) PowerShell
14 2 (1.14%) Objective-C
15 1 (0.57%) Scala
15 1 (0.57%) T-SQL
Qualifications
1 21 (12.00%) Degree
2 2 (1.14%) Computer Science Degree
Quality Assurance & Compliance
1 13 (7.43%) QA
System Software
1 70 (40.00%) Docker
2 1 (0.57%) VMware Infrastructure
Systems Management
1 59 (33.71%) Ansible
2 58 (33.14%) Puppet
3 5 (2.86%) Opscode Chef
4 4 (2.29%) Kubernetes
5 3 (1.71%) Cobbler
Vendors
1 77 (44.00%) Oracle
2 30 (17.14%) Sybase
3 11 (6.29%) IBM
4 6 (3.43%) Informatica
5 3 (1.71%) TIBCO
6 2 (1.14%) Cognizant
6 2 (1.14%) Google
6 2 (1.14%) Twitter
6 2 (1.14%) Yahoo!
7 1 (0.57%) Microsoft
7 1 (0.57%) VMware