Period
to

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 18 August 2022 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
Scotland > Glasgow
6 months to
18 Aug 2022
Same period 2021 Same period 2020
Rank 51 57 36
Rank change year-on-year +6 -21 +24
Permanent jobs citing Spring 72 51 47
As % of all permanent jobs advertised in Glasgow 4.74% 3.84% 5.70%
As % of the Libraries, Frameworks & Software Standards category 13.38% 8.73% 12.11%
Number of salaries quoted 24 36 17
10th Percentile £45,625 £33,750 £37,250
25th Percentile £52,500 £39,500 £40,000
Median annual salary (50th Percentile) £60,000 £51,250 £47,500
Median % change year-on-year +17.07% +7.89% -5.00%
75th Percentile £75,625 £65,000 £53,750
90th Percentile £85,000 £90,625 £57,650
Scotland median annual salary £65,000 £50,000 £48,750
% change year-on-year +30.00% +2.56% +2.63%

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 538 584 388
As % of all permanent IT jobs advertised in Glasgow 35.44% 43.94% 47.03%
Number of salaries quoted 257 404 263
10th Percentile £34,300 £33,750 £32,500
25th Percentile £40,000 £37,750 £37,500
Median annual salary (50th Percentile) £55,000 £47,500 £45,000
Median % change year-on-year +15.79% +5.56% -
75th Percentile £67,500 £60,063 £56,875
90th Percentile £79,250 £75,000 £65,000
Scotland median annual salary £57,500 £50,000 £47,500
% change year-on-year +15.00% +5.26% +5.56%

Spring
Job Vacancy Trend in Glasgow

Job postings citing Spring as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Spring in Glasgow

Spring
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Spring in Glasgow.

Salary trend for Spring in Glasgow

Spring
Salary Histogram in Glasgow

Salary distribution for jobs citing Spring in Glasgow over the 6 months to 18 August 2022.

Salary histogram for Spring in Glasgow

For the 6 months to 18 August 2022, 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 72 (100.00%) Java
2 52 (72.22%) AWS
3 51 (70.83%) Agile
4 44 (61.11%) Azure
5 43 (59.72%) DevOps
6 41 (56.94%) Algorithms
6 41 (56.94%) Python
7 40 (55.56%) Big Data
8 39 (54.17%) Mentoring
9 38 (52.78%) Data Analytics
9 38 (52.78%) Analytics
9 38 (52.78%) Microsoft
10 37 (51.39%) Security Management
10 37 (51.39%) Games
10 37 (51.39%) Information Security
10 37 (51.39%) QA
10 37 (51.39%) Machine Learning
10 37 (51.39%) Cybersecurity
10 37 (51.39%) Data Architecture
10 37 (51.39%) AWS Certification
10 37 (51.39%) GCP
10 37 (51.39%) Data Engineering
10 37 (51.39%) Threat Analysis
10 37 (51.39%) SFIA
10 37 (51.39%) Data Science
10 37 (51.39%) Azure Certification
11 19 (26.39%) Spring Boot
12 16 (22.22%) Full Stack Development
13 13 (18.06%) Microservices
14 12 (16.67%) 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 1 (1.39%) Confluence
1 1 (1.39%) SAS
Cloud Services
1 52 (72.22%) AWS
2 44 (61.11%) Azure
3 37 (51.39%) GCP
4 3 (4.17%) Semaphore
5 1 (1.39%) Yarn
Database & Business Intelligence
1 40 (55.56%) Big Data
2 9 (12.50%) Relational Database
3 4 (5.56%) NoSQL
4 3 (4.17%) Elasticsearch
Development Applications
1 9 (12.50%) Git (software)
2 1 (1.39%) Atlassian Bamboo
2 1 (1.39%) Jenkins
2 1 (1.39%) JIRA
General
1 37 (51.39%) Games
2 8 (11.11%) Finance
3 6 (8.33%) Advertising
3 6 (8.33%) Banking
4 5 (6.94%) Social Skills
5 4 (5.56%) Investment Banking
6 3 (4.17%) Analytical Skills
6 3 (4.17%) Manufacturing
Job Titles
1 37 (51.39%) Trainee
2 22 (30.56%) Developer
3 13 (18.06%) Java Developer
4 9 (12.50%) Senior Developer
5 6 (8.33%) Full Stack Developer
5 6 (8.33%) Senior Software Developer
5 6 (8.33%) Software Engineer
6 5 (6.94%) Java Engineer
6 5 (6.94%) Java Software Engineer
6 5 (6.94%) Senior Full Stack Developer
7 3 (4.17%) Software Developer
7 3 (4.17%) Technical Leader
8 1 (1.39%) Analytics Developer
8 1 (1.39%) Angular Developer
8 1 (1.39%) Front End Developer (Client-Side Developer)
8 1 (1.39%) Lead Developer
8 1 (1.39%) Lead Java Developer
8 1 (1.39%) Mid-Level Java Developer
8 1 (1.39%) Senior Java Developer
8 1 (1.39%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 19 (26.39%) Spring Boot
2 11 (15.28%) React
2 11 (15.28%) REST
3 10 (13.89%) AngularJS
4 7 (9.72%) GraphQL
4 7 (9.72%) Hibernate
4 7 (9.72%) J2EE
4 7 (9.72%) Kafka
4 7 (9.72%) Web Services
5 6 (8.33%) OLE
6 5 (6.94%) Vue.js
7 4 (5.56%) RESTful
7 4 (5.56%) SOAP
7 4 (5.56%) Spring MVC
8 3 (4.17%) .NET
8 3 (4.17%) HTML
8 3 (4.17%) HTML5
8 3 (4.17%) JSON
9 2 (2.78%) .NET Core
9 2 (2.78%) Node.js
Miscellaneous
1 41 (56.94%) Algorithms
2 5 (6.94%) PMI
3 4 (5.56%) Greenfield Project
4 3 (4.17%) Data Structures
4 3 (4.17%) Public Cloud
5 2 (2.78%) Enterprise Software
5 2 (2.78%) Renewable Energy
5 2 (2.78%) User Experience
6 1 (1.39%) Market Risk
6 1 (1.39%) Private Cloud
Operating Systems
1 3 (4.17%) Unix
2 2 (2.78%) Linux
Processes & Methodologies
1 51 (70.83%) Agile
2 43 (59.72%) DevOps
3 39 (54.17%) Mentoring
4 38 (52.78%) Analytics
4 38 (52.78%) Data Analytics
5 37 (51.39%) Cybersecurity
5 37 (51.39%) Data Architecture
5 37 (51.39%) Data Engineering
5 37 (51.39%) Data Science
5 37 (51.39%) Information Security
5 37 (51.39%) Machine Learning
5 37 (51.39%) Security Management
5 37 (51.39%) SFIA
5 37 (51.39%) Threat Analysis
6 16 (22.22%) Full Stack Development
7 13 (18.06%) Microservices
8 12 (16.67%) Software Engineering
9 11 (15.28%) CI/CD
10 9 (12.50%) Continuous Integration
11 8 (11.11%) TDD
Programming Languages
1 72 (100.00%) Java
2 41 (56.94%) Python
3 8 (11.11%) SQL
4 7 (9.72%) JavaScript
5 4 (5.56%) C#
6 3 (4.17%) TypeScript
7 1 (1.39%) Shell Script
Qualifications
1 37 (51.39%) AWS Certification
1 37 (51.39%) Azure Certification
2 5 (6.94%) PMI Certification
3 4 (5.56%) Degree
4 3 (4.17%) Master's Degree
5 1 (1.39%) Computer Science Degree
Quality Assurance & Compliance
1 37 (51.39%) QA
2 1 (1.39%) IFRS
2 1 (1.39%) IFRS 17
2 1 (1.39%) IFRS 9
2 1 (1.39%) Solvency II
System Software
1 5 (6.94%) Docker
Systems Management
1 7 (9.72%) Kubernetes
2 1 (1.39%) Grafana
Vendors
1 38 (52.78%) Microsoft
2 5 (6.94%) Apple
3 1 (1.39%) Atlassian
3 1 (1.39%) ServiceNow