Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 21 January 2022

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Full Stack Development skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Full Stack Development over the 6 months to 21 January 2022 with a comparison to the same period in the previous 2 years.

Full Stack Development
Scotland > Glasgow
6 months to
21 Jan 2022		 Same period 2021 Same period 2020
Rank 54 33 46
Rank change year-on-year -21 +13 +27
Permanent jobs citing Full Stack Development 63 71 94
As % of all permanent jobs advertised in Glasgow 4.08% 7.27% 5.83%
As % of the Processes & Methodologies category 4.43% 7.68% 6.12%
Number of salaries quoted 50 56 64
10th Percentile £43,625 £34,375 £28,750
25th Percentile £50,625 £39,375 £32,500
Median annual salary (50th Percentile) £66,500 £55,000 £45,000
Median % change year-on-year +20.91% +22.22% -2.70%
75th Percentile £75,000 £67,750 £53,313
90th Percentile - £88,125 £54,625
Scotland median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% -2.70%

Full Stack Development is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 1,423 924 1,535
As % of all permanent IT jobs advertised in Glasgow 92.04% 94.58% 95.16%
Number of salaries quoted 892 654 1,105
10th Percentile £33,000 £32,500 £31,250
25th Percentile £40,000 £37,750 £35,750
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -2.17%
75th Percentile £65,000 £61,250 £55,000
90th Percentile £78,700 £71,250 £62,500
Scotland median annual salary £50,000 £47,575 £45,000
% change year-on-year +5.10% +5.72% -

Full Stack Development
Job Vacancy Trend in Glasgow

Job postings citing Full Stack Development as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Full Stack Development in Glasgow

Full Stack Development
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Full Stack Development in Glasgow.

Salary trend for Full Stack Development in Glasgow

Full Stack Development
Salary Histogram in Glasgow

Salary distribution for jobs citing Full Stack Development in Glasgow over the 6 months to 21 January 2022.

Salary histogram for Full Stack Development in Glasgow

For the 6 months to 21 January 2022, IT jobs citing Full Stack Development 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 Full Stack Development.

1 45 (71.43%) React
2 42 (66.67%) Software Engineering
3 32 (50.79%) JavaScript
4 29 (46.03%) Java
5 27 (42.86%) Agile Software Development
6 23 (36.51%) Mentoring
6 23 (36.51%) AngularJS
7 22 (34.92%) HTML
8 21 (33.33%) Node.js
9 19 (30.16%) DevOps
9 19 (30.16%) Python
9 19 (30.16%) Azure
10 18 (28.57%) AWS
10 18 (28.57%) CSS
11 16 (25.40%) SDLC
12 15 (23.81%) Finance
13 14 (22.22%) ES6
13 14 (22.22%) webpack
13 14 (22.22%) npm
13 14 (22.22%) Social Skills
14 13 (20.63%) Vue.js
14 13 (20.63%) Sass
14 13 (20.63%) Scrum
15 12 (19.05%) SEO
15 12 (19.05%) Internet
15 12 (19.05%) C#
15 12 (19.05%) Go
15 12 (19.05%) Backbone.js
15 12 (19.05%) Front End Development
15 12 (19.05%) Problem-Solving

Full Stack Development
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 7 (11.11%) Elasticsearch
2 4 (6.35%) Umbraco
3 3 (4.76%) CMS
4 2 (3.17%) Apache Airflow
4 2 (3.17%) Apache Spark
4 2 (3.17%) Confluence
4 2 (3.17%) Jupyter
5 1 (1.59%) SharePoint
5 1 (1.59%) SharePoint 2013
Applications
1 1 (1.59%) InfoPath
Cloud Services
1 19 (30.16%) Azure
2 18 (28.57%) AWS
3 14 (22.22%) npm
4 7 (11.11%) GCP
5 3 (4.76%) GitHub
5 3 (4.76%) SaaS
6 1 (1.59%) Amazon SQS
6 1 (1.59%) Cloud Computing
6 1 (1.59%) Heroku
6 1 (1.59%) Microsoft 365
Communications & Networking
1 12 (19.05%) Internet
Database & Business Intelligence
1 5 (7.94%) SQL Server
2 4 (6.35%) Relational Database
3 3 (4.76%) PostgreSQL
4 2 (3.17%) Hadoop
4 2 (3.17%) MongoDB
4 2 (3.17%) MySQL
5 1 (1.59%) DB2
5 1 (1.59%) NoSQL
5 1 (1.59%) Redis
5 1 (1.59%) Tableau
Development Applications
1 14 (22.22%) webpack
2 7 (11.11%) Git (software)
3 4 (6.35%) JIRA
4 3 (4.76%) Cypress.io
5 1 (1.59%) Bitbucket
5 1 (1.59%) Jenkins
5 1 (1.59%) Visual Studio
General
1 15 (23.81%) Finance
2 14 (22.22%) Social Skills
3 12 (19.05%) Inclusion and Diversity
4 6 (9.52%) Public Sector
5 3 (4.76%) Analytical Skills
6 2 (3.17%) Banking
6 2 (3.17%) Influencing Skills
6 2 (3.17%) Marketing
6 2 (3.17%) Publishing
6 2 (3.17%) Retail
6 2 (3.17%) Telecoms
7 1 (1.59%) Advertising
7 1 (1.59%) Financial Institution
7 1 (1.59%) Public Speaking
Job Titles
1 36 (57.14%) Developer
2 20 (31.75%) Full Stack Developer
3 16 (25.40%) Senior Developer
4 14 (22.22%) Principal Engineer
4 14 (22.22%) Senior Full Stack Developer
5 13 (20.63%) Software Engineer
6 10 (15.87%) Principal Software Engineer
7 6 (9.52%) Software Developer
8 5 (7.94%) Lead Developer
9 4 (6.35%) Java Developer
10 3 (4.76%) Lead Java Developer
10 3 (4.76%) React Developer
11 2 (3.17%) .NET Developer
11 2 (3.17%) AWS Developer
11 2 (3.17%) IT Recruitment Consultant
11 2 (3.17%) Java Engineer
11 2 (3.17%) Principal Developer
11 2 (3.17%) Python Developer
11 2 (3.17%) Technical Design Leader
11 2 (3.17%) Technical Leader
Libraries, Frameworks & Software Standards
1 45 (71.43%) React
2 23 (36.51%) AngularJS
3 22 (34.92%) HTML
4 21 (33.33%) Node.js
5 18 (28.57%) CSS
6 13 (20.63%) Sass
6 13 (20.63%) Vue.js
7 12 (19.05%) Backbone.js
8 9 (14.29%) .NET
9 5 (7.94%) HTML5
10 4 (6.35%) ASP.NET Web API
10 4 (6.35%) Spring
10 4 (6.35%) Spring Boot
11 3 (4.76%) .NET Core
11 3 (4.76%) .NET Framework
11 3 (4.76%) Entity Framework
11 3 (4.76%) Jest
11 3 (4.76%) jQuery
11 3 (4.76%) koa
11 3 (4.76%) Web Services
Miscellaneous
1 5 (7.94%) Enterprise Software
1 5 (7.94%) User Experience
2 3 (4.76%) Greenfield Project
2 3 (4.76%) Social Media
3 2 (3.17%) Public Cloud
4 1 (1.59%) Blog
4 1 (1.59%) Legacy Code
4 1 (1.59%) Management Information System
4 1 (1.59%) Mobile App
4 1 (1.59%) NHS
4 1 (1.59%) Tandem
4 1 (1.59%) Virtual Team
Operating Systems
1 3 (4.76%) Android
1 3 (4.76%) Apple iOS
2 1 (1.59%) Windows
Processes & Methodologies
1 42 (66.67%) Software Engineering
2 27 (42.86%) Agile Software Development
3 23 (36.51%) Mentoring
4 19 (30.16%) DevOps
5 16 (25.40%) SDLC
6 13 (20.63%) Scrum
7 12 (19.05%) Front End Development
7 12 (19.05%) Problem-Solving
7 12 (19.05%) SEO
8 11 (17.46%) Microservices
9 9 (14.29%) TDD
10 7 (11.11%) Web Development
11 6 (9.52%) MVC
11 6 (9.52%) OO
12 5 (7.94%) CI/CD
12 5 (7.94%) OOP
12 5 (7.94%) Pair Programming
12 5 (7.94%) Technical Leadership
13 3 (4.76%) BDD
13 3 (4.76%) Thought Leadership
Programming Languages
1 32 (50.79%) JavaScript
2 29 (46.03%) Java
3 19 (30.16%) Python
4 14 (22.22%) ES6
5 12 (19.05%) C#
5 12 (19.05%) Go
6 11 (17.46%) SQL
7 6 (9.52%) TypeScript
8 5 (7.94%) T-SQL
9 2 (3.17%) Java 8
9 2 (3.17%) PHP
9 2 (3.17%) Scala
10 1 (1.59%) Clojure
10 1 (1.59%) Java 11
10 1 (1.59%) PHP 7
10 1 (1.59%) R
10 1 (1.59%) Ruby
Qualifications
1 6 (9.52%) Degree
2 2 (3.17%) Computer Science Degree
3 1 (1.59%) MCAD
3 1 (1.59%) MCPD
3 1 (1.59%) MCSD
3 1 (1.59%) MCTS
3 1 (1.59%) Microsoft Certification
3 1 (1.59%) SC Cleared
3 1 (1.59%) Security Cleared
Quality Assurance & Compliance
1 11 (17.46%) QA
2 2 (3.17%) Accessibility
2 2 (3.17%) GDPR
System Software
1 10 (15.87%) Docker
2 2 (3.17%) Virtual Machines
Systems Management
1 5 (7.94%) Kubernetes
2 2 (3.17%) Opscode Chef
3 1 (1.59%) Grafana
3 1 (1.59%) Terraform
Vendors
1 4 (6.35%) Splunk
2 2 (3.17%) AppDynamics
2 2 (3.17%) ArcSight
2 2 (3.17%) Salesforce.com
3 1 (1.59%) Alteryx
3 1 (1.59%) Atlassian
3 1 (1.59%) Databricks
3 1 (1.59%) Google
3 1 (1.59%) Microsoft
3 1 (1.59%) Perforce
3 1 (1.59%) ServiceNow
3 1 (1.59%) Sybase
3 1 (1.59%) Twitter
3 1 (1.59%) Zend