Period
to 19 October 2021

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for GitHub skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GitHub over the 6 months to 19 October 2021 with a comparison to the same period in the previous 2 years.

GitHub
Scotland > Glasgow
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 76 - 126
Rank change year-on-year - +126 +16
Permanent jobs citing GitHub 32 0 10
As % of all permanent jobs advertised in Glasgow 2.19% - 0.55%
As % of the Cloud Services category 4.87% - 2.01%
Number of salaries quoted 14 0 4
10th Percentile £42,800 " £45,973
25th Percentile £44,688 " £48,931
Median annual salary (50th Percentile) £55,000 - £54,275
75th Percentile £70,000 " £59,581
90th Percentile £80,750 " £65,083
Scotland median annual salary £62,500 £50,000 £48,004
% change year-on-year +25.00% +4.16% +6.67%

GitHub is in the Cloud Services 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 cloud computing skills.

All Cloud Skills
Glasgow
Permanent vacancies with a requirement for cloud computing skills 657 275 498
As % of all permanent IT jobs advertised in Glasgow 45.03% 40.98% 27.44%
Number of salaries quoted 460 179 349
10th Percentile £33,725 £31,250 £30,750
25th Percentile £41,250 £37,500 £34,000
Median annual salary (50th Percentile) £52,500 £49,000 £45,000
Median % change year-on-year +7.14% +8.89% -1.64%
75th Percentile £70,000 £58,125 £55,638
90th Percentile £80,800 £67,500 £61,350
Scotland median annual salary £51,854 £50,000 £45,000
% change year-on-year +3.71% +11.11% -5.26%

GitHub
Job Vacancy Trend in Glasgow

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

Job vacancy trend for GitHub in Glasgow

GitHub
Salary Trend in Glasgow

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

Salary trend for GitHub in Glasgow

GitHub
Salary Histogram in Glasgow

Salary distribution for jobs citing GitHub in Glasgow over the 6 months to 19 October 2021.

Salary histogram for GitHub in Glasgow

For the 6 months to 19 October 2021, IT jobs citing GitHub 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 GitHub.

1 20 (62.50%) Agile Software Development
2 19 (59.38%) Java
3 17 (53.13%) JavaScript
4 16 (50.00%) AWS
5 14 (43.75%) DevOps
6 12 (37.50%) Git (software)
6 12 (37.50%) Test Automation
7 11 (34.38%) Web Services
7 11 (34.38%) JIRA
7 11 (34.38%) TypeScript
8 10 (31.25%) React
8 10 (31.25%) Social Skills
8 10 (31.25%) TDD
8 10 (31.25%) Software Engineering
8 10 (31.25%) Redis
9 9 (28.13%) Node.js
9 9 (28.13%) Continuous Improvement
9 9 (28.13%) MongoDB
9 9 (28.13%) Scala
9 9 (28.13%) Web Development
9 9 (28.13%) BBC
9 9 (28.13%) PostgreSQL
9 9 (28.13%) SQL
9 9 (28.13%) Python
9 9 (28.13%) Microservices
10 8 (25.00%) Mentoring
10 8 (25.00%) HTML
10 8 (25.00%) CSS
11 7 (21.88%) Azure
11 7 (21.88%) Jenkins

GitHub
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 4 (12.50%) Apache
1 4 (12.50%) Confluence
2 3 (9.38%) CMS
3 2 (6.25%) Umbraco
4 1 (3.13%) Elasticsearch
4 1 (3.13%) IBM Domino
4 1 (3.13%) Oracle SOA Suite
Applications
1 1 (3.13%) Adobe After Effects
1 1 (3.13%) Adobe Creative Suite
1 1 (3.13%) Adobe Illustrator
1 1 (3.13%) Adobe Premiere
1 1 (3.13%) InDesign
1 1 (3.13%) Photoshop
1 1 (3.13%) Sketch
1 1 (3.13%) Spreadsheet
Business Applications
1 1 (3.13%) Oracle Receivables
Cloud Services
1 16 (50.00%) AWS
2 7 (21.88%) Azure
3 5 (15.63%) GitHub Actions
4 3 (9.38%) Cloud Computing
5 2 (6.25%) Amazon ECS
5 2 (6.25%) Amazon S3
5 2 (6.25%) AWS CloudFormation
6 1 (3.13%) Amazon EC2
6 1 (3.13%) Amazon SQS
6 1 (3.13%) AWS CodeDeploy
6 1 (3.13%) AWS Lambda
6 1 (3.13%) Azure Synapse Analytics
6 1 (3.13%) CloudFront
6 1 (3.13%) IaaS
6 1 (3.13%) PaaS
6 1 (3.13%) Power Platform
6 1 (3.13%) Pulumi
6 1 (3.13%) SaaS
6 1 (3.13%) Serverless
6 1 (3.13%) Virtual Private Cloud
Communications & Networking
1 4 (12.50%) HTTP
2 1 (3.13%) DHCP
2 1 (3.13%) DMZ
2 1 (3.13%) DNS
2 1 (3.13%) Network Security
2 1 (3.13%) VPN
Database & Business Intelligence
1 10 (31.25%) Redis
2 9 (28.13%) MongoDB
2 9 (28.13%) PostgreSQL
3 4 (12.50%) SQL Server
4 1 (3.13%) Amazon Athena
4 1 (3.13%) Amazon Aurora
4 1 (3.13%) Amazon DynamoDB
4 1 (3.13%) Amazon RDS
4 1 (3.13%) MySQL
4 1 (3.13%) Power BI
4 1 (3.13%) Relational Database
4 1 (3.13%) Tableau
Development Applications
1 12 (37.50%) Git (software)
2 11 (34.38%) JIRA
3 7 (21.88%) Jenkins
4 5 (15.63%) Selenium
4 5 (15.63%) WebDriver
5 4 (12.50%) Codeship
5 4 (12.50%) Mocha
5 4 (12.50%) TestNG
5 4 (12.50%) Zephyr
6 2 (6.25%) GitLab
6 2 (6.25%) Maven
7 1 (3.13%) Bitbucket
7 1 (3.13%) CircleCI
7 1 (3.13%) Cucumber
7 1 (3.13%) Gradle
7 1 (3.13%) Oracle Forms
7 1 (3.13%) PHPUnit
7 1 (3.13%) Postman
7 1 (3.13%) REST Assured
7 1 (3.13%) SonarQube
General
1 10 (31.25%) Social Skills
2 3 (9.38%) Marketing
3 1 (3.13%) Advertising
3 1 (3.13%) Finance
3 1 (3.13%) Public Speaking
Job Titles
1 10 (31.25%) Developer
1 10 (31.25%) Software Engineer
2 5 (15.63%) Front End Developer (Client-Side Developer)
3 4 (12.50%) Automation Test Lead
3 4 (12.50%) Front End Web Developer (Client-Side Developer)
3 4 (12.50%) Test Leader
3 4 (12.50%) Web Developer
4 3 (9.38%) Agile Coach
4 3 (9.38%) Principal Engineer
4 3 (9.38%) Principal Software Engineer
4 3 (9.38%) Senior Software Engineer
4 3 (9.38%) Web Engineer
5 2 (6.25%) DevOps Engineer
5 2 (6.25%) Full Stack Developer
6 1 (3.13%) AWS DevOps
6 1 (3.13%) AWS DevOps Engineer
6 1 (3.13%) AWS Engineer
6 1 (3.13%) Backend Developer
6 1 (3.13%) Evangelist
6 1 (3.13%) PHP Laravel Developer
Libraries, Frameworks & Software Standards
1 11 (34.38%) Web Services
2 10 (31.25%) React
3 9 (28.13%) Node.js
4 8 (25.00%) CSS
4 8 (25.00%) HTML
5 6 (18.75%) .NET
6 5 (15.63%) RESTful
7 4 (12.50%) CSS3
7 4 (12.50%) HTML5
7 4 (12.50%) Kafka
8 3 (9.38%) jQuery
8 3 (9.38%) Velocity
9 2 (6.25%) ASP.NET Web API
9 2 (6.25%) Entity Framework
9 2 (6.25%) Vue.js
10 1 (3.13%) .NET Core
10 1 (3.13%) AngularJS
10 1 (3.13%) Gherkin
10 1 (3.13%) GraphQL
10 1 (3.13%) Sass
Miscellaneous
1 9 (28.13%) BBC
2 5 (15.63%) User Experience
3 2 (6.25%) Social Media
4 1 (3.13%) Algorithms
4 1 (3.13%) Blog
4 1 (3.13%) Data Centre
4 1 (3.13%) Data Structures
4 1 (3.13%) iPhone
4 1 (3.13%) Photography
4 1 (3.13%) PKI
4 1 (3.13%) Public Cloud
4 1 (3.13%) Robotics
4 1 (3.13%) Smartphone
Operating Systems
1 4 (12.50%) Android
1 4 (12.50%) Apple iOS
2 2 (6.25%) Linux
2 2 (6.25%) Windows
3 1 (3.13%) Robot Operating System
3 1 (3.13%) Unix
3 1 (3.13%) Windows Server
Processes & Methodologies
1 20 (62.50%) Agile Software Development
2 14 (43.75%) DevOps
3 12 (37.50%) Test Automation
4 10 (31.25%) Software Engineering
4 10 (31.25%) TDD
5 9 (28.13%) Continuous Improvement
5 9 (28.13%) Microservices
5 9 (28.13%) Web Development
6 8 (25.00%) Mentoring
7 6 (18.75%) BDD
7 6 (18.75%) Collaborative Working
7 6 (18.75%) High Availability
7 6 (18.75%) OO
7 6 (18.75%) Problem-Solving
8 5 (15.63%) Front End Development
8 5 (15.63%) OOP
8 5 (15.63%) SDLC
9 4 (12.50%) Progressive Web App
9 4 (12.50%) Prototyping
9 4 (12.50%) Technical Leadership
Programming Languages
1 19 (59.38%) Java
2 17 (53.13%) JavaScript
3 11 (34.38%) TypeScript
4 9 (28.13%) Python
4 9 (28.13%) Scala
4 9 (28.13%) SQL
5 4 (12.50%) C
5 4 (12.50%) C++
6 3 (9.38%) Java 8
7 2 (6.25%) C#
7 2 (6.25%) T-SQL
8 1 (3.13%) PHP
8 1 (3.13%) PowerShell
Qualifications
1 4 (12.50%) AWS Certification
Quality Assurance & Compliance
1 3 (9.38%) Accessibility
2 1 (3.13%) Data Quality
2 1 (3.13%) QA
System Software
1 4 (12.50%) Docker
Systems Management
1 2 (6.25%) Kubernetes
1 2 (6.25%) Terraform
2 1 (3.13%) Grafana
Vendors
1 4 (12.50%) Cognizant
2 2 (6.25%) Oracle
3 1 (3.13%) Adobe
3 1 (3.13%) Alteryx
3 1 (3.13%) Apple
3 1 (3.13%) Databricks
3 1 (3.13%) Microsoft
3 1 (3.13%) MicroStrategy
3 1 (3.13%) Optimizely
3 1 (3.13%) ServiceNow
3 1 (3.13%) Twitter