Period
to 13 December 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Scotland > Glasgow
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 45 19 47
Rank change year-on-year -26 +28 -14
Permanent jobs citing Spring 140 221 109
As % of all permanent IT jobs advertised in Glasgow 6.63% 9.57% 5.31%
As % of the Libraries, Frameworks & Software Standards category 14.72% 21.84% 12.06%
Number of salaries quoted 107 105 56
Glasgow median annual salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11% -
10th Percentile £35,750 £36,750 £35,000
90th Percentile £65,000 £70,000 £59,375
Scotland median annual salary £50,000 £48,000 £47,000
% change year-on-year +4.17% +2.13% +4.44%

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 951 1,012 904
As % of all permanent IT jobs advertised in Glasgow 45.01% 43.81% 44.03%
Number of salaries quoted 682 644 510
Glasgow median annual salary £47,500 £47,500 £40,000
Median salary % change year-on-year - +18.75% -
10th Percentile £32,500 £31,500 £28,750
90th Percentile £65,000 £65,000 £57,500
Scotland median annual salary £45,750 £42,500 £40,500
% change year-on-year +7.65% +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 13 December 2018.

Salary histogram for Spring in Glasgow

For the 6 months to 13 December 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.

1 130 (92.86%) Java
2 100 (71.43%) Hibernate
3 94 (67.14%) Agile Software Development
4 89 (63.57%) SQL
5 82 (58.57%) HTML
6 80 (57.14%) Maven
7 78 (55.71%) Oracle
8 77 (55.00%) OO
8 77 (55.00%) Finance
8 77 (55.00%) AngularJS
9 75 (53.57%) JavaScript
10 63 (45.00%) NoSQL
10 63 (45.00%) SDLC
11 56 (40.00%) Enterprise Software
11 56 (40.00%) PostgreSQL
12 55 (39.29%) MySQL
12 55 (39.29%) Python
13 54 (38.57%) TDD
14 53 (37.86%) Docker
15 51 (36.43%) Collaborative Working
16 50 (35.71%) Ansible
16 50 (35.71%) Hadoop
17 49 (35.00%) Puppet
18 48 (34.29%) OOP
18 48 (34.29%) PHP
19 35 (25.00%) Git (software)
20 33 (23.57%) Relational Database
21 30 (21.43%) J2EE
21 30 (21.43%) CSS
21 30 (21.43%) Subversion

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 (7.14%) JBoss
2 6 (4.29%) WebLogic
2 6 (4.29%) WebSphere
3 5 (3.57%) Tomcat
4 4 (2.86%) Oracle SOA Suite
5 3 (2.14%) Cloud Foundry
5 3 (2.14%) Oracle Workflow
6 2 (1.43%) Elasticsearch
6 2 (1.43%) GemFire
7 1 (0.71%) Apache Spark
7 1 (0.71%) Jetty
7 1 (0.71%) WebSphere Application Server
7 1 (0.71%) WildFly
Business Applications
1 1 (0.71%) Dynamics CRM
1 1 (0.71%) Dynamics NAV
1 1 (0.71%) Oracle AML
Cloud Services
1 3 (2.14%) Apigee
2 2 (1.43%) OpenShift
3 1 (0.71%) Amazon AWS
3 1 (0.71%) Dynamics 365
3 1 (0.71%) GitHub
3 1 (0.71%) Microsoft Azure
Communications & Networking
1 3 (2.14%) SNMP
2 2 (1.43%) Internet
2 2 (1.43%) Intranet
3 1 (0.71%) AMQP
Database & Business Intelligence
1 63 (45.00%) NoSQL
2 56 (40.00%) PostgreSQL
3 55 (39.29%) MySQL
4 50 (35.71%) Hadoop
5 33 (23.57%) Relational Database
6 27 (19.29%) RDBMS
7 12 (8.57%) SQL Server
8 11 (7.86%) Oracle Database
9 9 (6.43%) Big Data
9 9 (6.43%) MarkLogic
9 9 (6.43%) Sybase ASE
10 6 (4.29%) Data Warehouse
11 5 (3.57%) DB2
12 4 (2.86%) MongoDB
13 3 (2.14%) OLAP
13 3 (2.14%) OLTP
13 3 (2.14%) Oracle Database 10g
13 3 (2.14%) Oracle Database 11g
13 3 (2.14%) Oracle OLAP
14 2 (1.43%) Apache Cassandra
Development Applications
1 80 (57.14%) Maven
2 35 (25.00%) Git (software)
3 30 (21.43%) Subversion
4 26 (18.57%) Eclipse
5 16 (11.43%) Jenkins
6 13 (9.29%) Gradle
7 10 (7.14%) JUnit
8 7 (5.00%) Bitbucket
8 7 (5.00%) Hudson
8 7 (5.00%) IntelliJ
8 7 (5.00%) Mockito
9 6 (4.29%) JIRA
10 5 (3.57%) Ant
11 4 (2.86%) Cucumber
12 3 (2.14%) ClearCase
12 3 (2.14%) MagicDraw
12 3 (2.14%) Selenium
13 1 (0.71%) Concordion
13 1 (0.71%) FitNesse
13 1 (0.71%) Vagrant
General
1 77 (55.00%) Finance
2 9 (6.43%) Banking
3 8 (5.71%) Investment Banking
4 6 (4.29%) Law
5 2 (1.43%) Multimedia
Job Titles
1 86 (61.43%) Developer
2 70 (50.00%) Java Developer
3 23 (16.43%) Technical Leader
4 17 (12.14%) Software Engineer
5 10 (7.14%) Java Engineer
5 10 (7.14%) Senior Developer
6 9 (6.43%) Senior Java Developer
7 8 (5.71%) Java Software Engineer
8 7 (5.00%) Development Team Leader
8 7 (5.00%) Team Leader
9 5 (3.57%) Software Development Team Leader
9 5 (3.57%) Software Team Leader
10 4 (2.86%) Front End Developer (Client-Side Developer)
10 4 (2.86%) Python Engineer
10 4 (2.86%) Python Software Engineer
10 4 (2.86%) Software Developer
10 4 (2.86%) Web Developer
11 3 (2.14%) Lead Developer
11 3 (2.14%) Lead Java Developer
11 3 (2.14%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 100 (71.43%) Hibernate
2 82 (58.57%) HTML
3 77 (55.00%) AngularJS
4 30 (21.43%) CSS
4 30 (21.43%) J2EE
5 28 (20.00%) Web Services
6 27 (19.29%) XML
7 23 (16.43%) HTML5
8 22 (15.71%) CSS3
9 19 (13.57%) REST
10 18 (12.86%) React
11 17 (12.14%) JMS
12 16 (11.43%) Java EE
12 16 (11.43%) JSP
13 15 (10.71%) SOAP
14 13 (9.29%) Spring MVC
15 11 (7.86%) Ajax
15 11 (7.86%) EJB
15 11 (7.86%) RESTful
16 10 (7.14%) Spring Boot
Miscellaneous
1 56 (40.00%) Enterprise Software
2 13 (9.29%) Analytical Skills
3 12 (8.57%) Greenfield Project
4 10 (7.14%) Algorithms
5 6 (4.29%) Management Information System
6 4 (2.86%) Equity Derivative
6 4 (2.86%) Reference Data
7 3 (2.14%) Fintech
8 2 (1.43%) Clustering
8 2 (1.43%) Fixed Income
8 2 (1.43%) Self-Motivation
9 1 (0.71%) Analytical Mindset
9 1 (0.71%) Blog
9 1 (0.71%) Robotics
Operating Systems
1 16 (11.43%) Unix
2 13 (9.29%) Linux
3 7 (5.00%) Windows
4 1 (0.71%) Android
4 1 (0.71%) Apple iOS
Processes & Methodologies
1 94 (67.14%) Agile Software Development
2 77 (55.00%) OO
3 63 (45.00%) SDLC
4 54 (38.57%) TDD
5 51 (36.43%) Collaborative Working
6 48 (34.29%) OOP
7 28 (20.00%) Continuous Integration
8 27 (19.29%) Software Engineering
9 26 (18.57%) Microservices
10 22 (15.71%) Test Automation
11 21 (15.00%) Problem-Solving
12 16 (11.43%) Analytics
12 16 (11.43%) MVC
12 16 (11.43%) Open Source
12 16 (11.43%) Scrum
13 11 (7.86%) SOA
14 9 (6.43%) Unit Testing
15 8 (5.71%) Mentoring
15 8 (5.71%) Multithreading
16 7 (5.00%) Cross-Browser Compatibility
Programming Languages
1 130 (92.86%) Java
2 89 (63.57%) SQL
3 75 (53.57%) JavaScript
4 55 (39.29%) Python
5 48 (34.29%) PHP
6 11 (7.86%) C#
7 10 (7.14%) Java 8
8 9 (6.43%) Shell Script
8 9 (6.43%) XQuery
9 7 (5.00%) PL/SQL
10 6 (4.29%) TypeScript
11 2 (1.43%) R
12 1 (0.71%) Bash Shell
12 1 (0.71%) PowerShell
12 1 (0.71%) Ruby
12 1 (0.71%) T-SQL
Qualifications
1 14 (10.00%) Degree
Quality Assurance & Compliance
1 10 (7.14%) QA
System Software
1 53 (37.86%) Docker
Systems Management
1 50 (35.71%) Ansible
2 49 (35.00%) Puppet
3 2 (1.43%) Kubernetes
4 1 (0.71%) Cobbler
4 1 (0.71%) Opscode Chef
Vendors
1 78 (55.71%) Oracle
2 17 (12.14%) Sybase
3 9 (6.43%) IBM
4 4 (2.86%) Informatica
5 2 (1.43%) Cognizant
5 2 (1.43%) Google
5 2 (1.43%) Twitter
5 2 (1.43%) Yahoo!
6 1 (0.71%) Microsoft
6 1 (0.71%) SAP
6 1 (0.71%) TIBCO