Period
to 4 December 2021

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for RESTful skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RESTful over the 6 months to 4 December 2021 with a comparison to the same period in the previous 2 years.

RESTful
Scotland > Glasgow
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 64 49 56
Rank change year-on-year -15 +7 +11
Permanent jobs citing RESTful 50 42 91
As % of all permanent jobs advertised in Glasgow 3.27% 5.11% 5.09%
As % of the Libraries, Frameworks & Software Standards category 8.08% 10.22% 10.25%
Number of salaries quoted 12 28 59
10th Percentile £40,000 £39,625 £36,250
25th Percentile £45,625 £45,000 £36,875
Median annual salary (50th Percentile) £53,125 £50,000 £42,500
Median % change year-on-year +6.25% +17.65% -10.53%
75th Percentile £79,375 £57,750 £47,500
90th Percentile £97,375 £71,200 £50,000
Scotland median annual salary £55,000 £50,000 £41,330
% change year-on-year +10.00% +20.98% -12.99%

RESTful 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 619 411 888
As % of all permanent IT jobs advertised in Glasgow 40.43% 50.00% 49.64%
Number of salaries quoted 423 300 616
10th Percentile £36,250 £31,250 £32,500
25th Percentile £42,500 £36,250 £36,250
Median annual salary (50th Percentile) £52,500 £48,500 £45,000
Median % change year-on-year +8.25% +7.78% -5.26%
75th Percentile £70,000 £61,250 £55,000
90th Percentile £84,750 £71,250 £61,250
Scotland median annual salary £52,500 £49,000 £45,000
% change year-on-year +7.14% +8.89% -

RESTful
Job Vacancy Trend in Glasgow

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

Job vacancy trend for RESTful in Glasgow

RESTful
Salary Trend in Glasgow

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

Salary trend for RESTful in Glasgow

RESTful
Salary Histogram in Glasgow

Salary distribution for jobs citing RESTful in Glasgow over the 6 months to 4 December 2021.

Salary histogram for RESTful in Glasgow

For the 6 months to 4 December 2021, IT jobs citing RESTful 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 RESTful.

1 46 (92.00%) Agile Software Development
2 39 (78.00%) Java
3 30 (60.00%) Git (software)
4 25 (50.00%) Test Automation
4 25 (50.00%) QA
5 24 (48.00%) Integration Testing
5 24 (48.00%) JMeter
5 24 (48.00%) Performance Testing
5 24 (48.00%) SC Cleared
5 24 (48.00%) Security Cleared
5 24 (48.00%) BDD
5 24 (48.00%) Newman
5 24 (48.00%) REST Assured
5 24 (48.00%) Postman
6 18 (36.00%) API Testing
7 13 (26.00%) Scrum
8 10 (20.00%) TDD
8 10 (20.00%) Microservices
9 9 (18.00%) AWS
9 9 (18.00%) Spring
9 9 (18.00%) Hibernate
9 9 (18.00%) JavaScript
9 9 (18.00%) Problem-Solving
10 8 (16.00%) React
11 7 (14.00%) Relational Database
11 7 (14.00%) AngularJS
11 7 (14.00%) Node.js
11 7 (14.00%) Spring Boot
12 6 (12.00%) Social Skills
12 6 (12.00%) Jenkins

RESTful
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 2 (4.00%) Confluence
1 2 (4.00%) Elasticsearch
2 1 (2.00%) Apache
Cloud Services
1 9 (18.00%) AWS
2 5 (10.00%) Azure
2 5 (10.00%) GitHub
2 5 (10.00%) SaaS
3 4 (8.00%) GitHub Actions
4 2 (4.00%) GCP
4 2 (4.00%) Power Platform
Communications & Networking
1 4 (8.00%) HTTP
Database & Business Intelligence
1 7 (14.00%) Relational Database
2 3 (6.00%) SQL Server
3 2 (4.00%) Data Warehouse
3 2 (4.00%) NoSQL
3 2 (4.00%) Power BI
3 2 (4.00%) SQL Server Analysis Services
3 2 (4.00%) SQL Server Integration Services
3 2 (4.00%) SSDT
4 1 (2.00%) MongoDB
4 1 (2.00%) MySQL
4 1 (2.00%) Redis
4 1 (2.00%) Tableau
Development Applications
1 30 (60.00%) Git (software)
2 24 (48.00%) JMeter
2 24 (48.00%) Newman
2 24 (48.00%) Postman
2 24 (48.00%) REST Assured
3 6 (12.00%) Jenkins
4 4 (8.00%) Codeship
4 4 (8.00%) IntelliJ
4 4 (8.00%) Mocha
5 2 (4.00%) JIRA
5 2 (4.00%) Subversion
6 1 (2.00%) Android Studio
6 1 (2.00%) fastlane
6 1 (2.00%) JUnit
6 1 (2.00%) Mercurial
General
1 6 (12.00%) Social Skills
2 3 (6.00%) Analytical Skills
3 2 (4.00%) Public Sector
4 1 (2.00%) Advertising
4 1 (2.00%) Banking
4 1 (2.00%) Public Speaking
Job Titles
1 24 (48.00%) Analyst
1 24 (48.00%) Automation Test Analyst
1 24 (48.00%) Test Analyst
2 16 (32.00%) Developer
3 6 (12.00%) Java Developer
4 5 (10.00%) Software Engineer
4 5 (10.00%) Web Developer
5 4 (8.00%) Front End Developer (Client-Side Developer)
5 4 (8.00%) Front End Web Developer (Client-Side Developer)
6 2 (4.00%) React Developer
6 2 (4.00%) Senior Developer
6 2 (4.00%) Senior Java Developer
7 1 (2.00%) .NET Developer
7 1 (2.00%) Architect
7 1 (2.00%) Enterprise Architect
7 1 (2.00%) Java Programmer
7 1 (2.00%) Java Software Engineer
7 1 (2.00%) Mobile Developer
7 1 (2.00%) Programmer
7 1 (2.00%) Software Developer
Libraries, Frameworks & Software Standards
1 9 (18.00%) Hibernate
1 9 (18.00%) Spring
2 8 (16.00%) React
3 7 (14.00%) AngularJS
3 7 (14.00%) Node.js
3 7 (14.00%) Spring Boot
4 6 (12.00%) Web Services
5 5 (10.00%) CSS
5 5 (10.00%) HTML
6 4 (8.00%) Apache Camel
6 4 (8.00%) CSS3
6 4 (8.00%) HTML5
6 4 (8.00%) Spring MVC
7 3 (6.00%) .NET
8 2 (4.00%) Kafka
8 2 (4.00%) RabbitMQ
8 2 (4.00%) Redux
9 1 (2.00%) Django
9 1 (2.00%) iOS SDK
9 1 (2.00%) Spring Security
Miscellaneous
1 5 (10.00%) User Experience
2 4 (8.00%) Algorithms
2 4 (8.00%) Data Structures
3 3 (6.00%) Greenfield Project
3 3 (6.00%) Mainframe
4 1 (2.00%) Animation
4 1 (2.00%) Blog
4 1 (2.00%) Enterprise Cloud
4 1 (2.00%) Mobile App
4 1 (2.00%) Social Media
Operating Systems
1 5 (10.00%) Linux
2 3 (6.00%) Unix
2 3 (6.00%) Windows
3 2 (4.00%) Android
3 2 (4.00%) Apple iOS
Processes & Methodologies
1 46 (92.00%) Agile Software Development
2 25 (50.00%) Test Automation
3 24 (48.00%) BDD
3 24 (48.00%) Integration Testing
3 24 (48.00%) Performance Testing
4 18 (36.00%) API Testing
5 13 (26.00%) Scrum
6 10 (20.00%) Microservices
6 10 (20.00%) TDD
7 9 (18.00%) Problem-Solving
8 6 (12.00%) Software Engineering
9 5 (10.00%) Continuous Integration
9 5 (10.00%) Full Stack Development
9 5 (10.00%) MVC
9 5 (10.00%) Unit Testing
9 5 (10.00%) Web Development
10 4 (8.00%) Front End Development
10 4 (8.00%) Progressive Web App
10 4 (8.00%) Prototyping
10 4 (8.00%) Rapid Prototyping
Programming Languages
1 39 (78.00%) Java
2 9 (18.00%) JavaScript
3 4 (8.00%) Java 8
3 4 (8.00%) Python
4 3 (6.00%) C#
5 2 (4.00%) Apple Swift
5 2 (4.00%) Objective-C
5 2 (4.00%) SQL
6 1 (2.00%) Groovy
Qualifications
1 24 (48.00%) SC Cleared
1 24 (48.00%) Security Cleared
2 3 (6.00%) Degree
3 1 (2.00%) Computer Science Degree
Quality Assurance & Compliance
1 25 (50.00%) QA
System Software
1 2 (4.00%) Docker
Systems Management
1 2 (4.00%) Terraform
2 1 (2.00%) Ansible
2 1 (2.00%) Grafana
2 1 (2.00%) Kubernetes
2 1 (2.00%) Opscode Chef
2 1 (2.00%) Puppet
Vendors
1 1 (2.00%) Alteryx
1 1 (2.00%) Databricks
1 1 (2.00%) ServiceNow
1 1 (2.00%) Twitter