Period
to 28 January 2022

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 28 January 2022 with a comparison to the same period in the previous 2 years.

GitHub
Scotland > Glasgow
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 95 94 112
Rank change year-on-year -1 +18 +26
Permanent jobs citing GitHub 27 3 8
As % of all permanent jobs advertised in Glasgow 1.70% 0.30% 0.50%
As % of the Cloud Services category 3.89% 0.77% 1.92%
Number of salaries quoted 19 3 4
10th Percentile £41,863 £42,600 £52,278
25th Percentile £45,500 £43,500 £54,831
Median annual salary (50th Percentile) £62,500 £45,000 £61,250
Median % change year-on-year +38.89% -26.53% +28.95%
75th Percentile £72,500 £46,500 £70,313
90th Percentile - £47,400 £73,125
Scotland median annual salary £70,000 £45,000 £60,000
% change year-on-year +55.56% -25.00% +33.33%

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 694 389 417
As % of all permanent IT jobs advertised in Glasgow 43.73% 38.86% 26.31%
Number of salaries quoted 450 277 311
10th Percentile £31,000 £31,250 £31,250
25th Percentile £38,156 £37,500 £34,750
Median annual salary (50th Percentile) £50,729 £47,500 £45,000
Median % change year-on-year +6.80% +5.56% -
75th Percentile £68,750 £61,250 £56,250
90th Percentile £82,500 £71,250 £61,250
Scotland median annual salary £52,500 £50,000 £45,000
% change year-on-year +5.00% +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 28 January 2022.

Salary histogram for GitHub in Glasgow

For the 6 months to 28 January 2022, 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 (74.07%) Agile Software Development
2 16 (59.26%) CI/CD
3 15 (55.56%) DevOps
4 14 (51.85%) Azure
5 12 (44.44%) SQL
5 12 (44.44%) Social Skills
6 11 (40.74%) .NET
7 10 (37.04%) JIRA
8 8 (29.63%) AWS
8 8 (29.63%) JavaScript
8 8 (29.63%) Microsoft
8 8 (29.63%) Docker
9 7 (25.93%) Coaching
9 7 (25.93%) AWS CloudFormation
9 7 (25.93%) Amazon ECS
9 7 (25.93%) CMS
9 7 (25.93%) Amazon S3
9 7 (25.93%) Jenkins
10 6 (22.22%) Web Development
10 6 (22.22%) HTML
10 6 (22.22%) CSS
10 6 (22.22%) Windows
10 6 (22.22%) Linux
10 6 (22.22%) SDLC
10 6 (22.22%) Terraform
11 5 (18.52%) AWS Lambda
11 5 (18.52%) Mentoring
11 5 (18.52%) Virtual Private Cloud
11 5 (18.52%) AWS Certification
11 5 (18.52%) Windows Server

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 7 (25.93%) CMS
2 2 (7.41%) Apache
2 2 (7.41%) IBM Domino
2 2 (7.41%) Oracle SOA Suite
2 2 (7.41%) Umbraco
3 1 (3.70%) Confluence
3 1 (3.70%) Elasticsearch
Applications
1 2 (7.41%) Spreadsheet
Business Applications
1 1 (3.70%) Dynamics CRM
1 1 (3.70%) Oracle Receivables
1 1 (3.70%) Unit4 Business World
Cloud Services
1 14 (51.85%) Azure
2 8 (29.63%) AWS
3 7 (25.93%) Amazon ECS
3 7 (25.93%) Amazon S3
3 7 (25.93%) AWS CloudFormation
4 5 (18.52%) Amazon EC2
4 5 (18.52%) Amazon SQS
4 5 (18.52%) AWS CodeDeploy
4 5 (18.52%) AWS Lambda
4 5 (18.52%) CloudFront
4 5 (18.52%) Pulumi
4 5 (18.52%) Serverless
4 5 (18.52%) Virtual Private Cloud
5 4 (14.81%) Cloud Computing
5 4 (14.81%) GitHub Actions
5 4 (14.81%) Power Platform
6 1 (3.70%) Azure Data Factory
6 1 (3.70%) Azure Logic Apps
6 1 (3.70%) Azure Synapse Analytics
6 1 (3.70%) Dynamics 365
Communications & Networking
1 5 (18.52%) Network Security
2 4 (14.81%) HTTP
3 1 (3.70%) DHCP
3 1 (3.70%) DMZ
3 1 (3.70%) DNS
3 1 (3.70%) VPN
Database & Business Intelligence
1 5 (18.52%) Amazon RDS
1 5 (18.52%) SQL Server
2 4 (14.81%) Power BI
3 3 (11.11%) Data Lake
3 3 (11.11%) Data Warehouse
3 3 (11.11%) Metadata
3 3 (11.11%) Relational Database
4 2 (7.41%) Amazon Athena
4 2 (7.41%) Amazon Aurora
4 2 (7.41%) Amazon DynamoDB
4 2 (7.41%) Azure SQL Data Warehouse
4 2 (7.41%) Redis
5 1 (3.70%) MySQL
5 1 (3.70%) SQL Server Integration Services
5 1 (3.70%) SQL Server Reporting Services
5 1 (3.70%) Star Schema
5 1 (3.70%) Tableau
Development Applications
1 10 (37.04%) JIRA
2 7 (25.93%) Jenkins
3 4 (14.81%) Codeship
3 4 (14.81%) Git (software)
3 4 (14.81%) Mocha
3 4 (14.81%) Selenium
3 4 (14.81%) WebDriver
4 3 (11.11%) Maven
5 2 (7.41%) CircleCI
5 2 (7.41%) Cucumber
5 2 (7.41%) GitLab
5 2 (7.41%) Gradle
5 2 (7.41%) PHPUnit
5 2 (7.41%) REST Assured
5 2 (7.41%) TestNG
5 2 (7.41%) Zephyr
6 1 (3.70%) Oracle Forms
6 1 (3.70%) Postman
6 1 (3.70%) SonarQube
6 1 (3.70%) SQL Server Management Studio (SSMS)
General
1 12 (44.44%) Social Skills
2 2 (7.41%) Local Government
2 2 (7.41%) Marketing
2 2 (7.41%) Public Sector
3 1 (3.70%) Advertising
3 1 (3.70%) Finance
3 1 (3.70%) Public Speaking
Job Titles
1 14 (51.85%) Developer
2 5 (18.52%) AWS DevOps
2 5 (18.52%) AWS DevOps Engineer
2 5 (18.52%) AWS Engineer
2 5 (18.52%) DevOps Engineer
3 4 (14.81%) .NET Developer
3 4 (14.81%) Front End Developer (Client-Side Developer)
3 4 (14.81%) Front End Web Developer (Client-Side Developer)
3 4 (14.81%) Web Developer
4 3 (11.11%) Data Engineer
5 2 (7.41%) Automation Test Lead
5 2 (7.41%) Backend Developer
5 2 (7.41%) Full Stack Developer
5 2 (7.41%) PHP Developer
5 2 (7.41%) PHP Laravel Developer
5 2 (7.41%) Test Engineer
5 2 (7.41%) Test Leader
6 1 (3.70%) Architect
6 1 (3.70%) Evangelist
6 1 (3.70%) Solutions Architect
Libraries, Frameworks & Software Standards
1 11 (40.74%) .NET
2 6 (22.22%) CSS
2 6 (22.22%) HTML
3 5 (18.52%) .NET Core
3 5 (18.52%) ASP.NET
3 5 (18.52%) OAuth
3 5 (18.52%) OpenID
3 5 (18.52%) RESTful
4 4 (14.81%) CSS3
4 4 (14.81%) HTML5
5 3 (11.11%) PySpark
6 2 (7.41%) ASP.NET Web API
6 2 (7.41%) Entity Framework
6 2 (7.41%) Gherkin
6 2 (7.41%) jQuery
6 2 (7.41%) Kafka
6 2 (7.41%) Laravel
6 2 (7.41%) Vue.js
7 1 (3.70%) ADO
7 1 (3.70%) Middleware
Miscellaneous
1 4 (14.81%) Public Cloud
1 4 (14.81%) User Experience
2 3 (11.11%) Social Media
3 2 (7.41%) iPhone
3 2 (7.41%) Photography
3 2 (7.41%) Smartphone
4 1 (3.70%) Blog
4 1 (3.70%) Data Centre
4 1 (3.70%) Management Information System
4 1 (3.70%) PKI
Operating Systems
1 6 (22.22%) Linux
1 6 (22.22%) Windows
2 5 (18.52%) Windows Server
3 1 (3.70%) Android
3 1 (3.70%) Apple iOS
Processes & Methodologies
1 20 (74.07%) Agile Software Development
2 16 (59.26%) CI/CD
3 15 (55.56%) DevOps
4 7 (25.93%) Coaching
5 6 (22.22%) SDLC
5 6 (22.22%) Web Development
6 5 (18.52%) Clean Code
6 5 (18.52%) Collaborative Working
6 5 (18.52%) Deployment Automation
6 5 (18.52%) Infrastructure as Code
6 5 (18.52%) Infrastructure Automation
6 5 (18.52%) Mentoring
6 5 (18.52%) Project Planning
6 5 (18.52%) Software Testing
6 5 (18.52%) Stakeholder Management
6 5 (18.52%) User Acceptance Testing
7 4 (14.81%) Progressive Web App
7 4 (14.81%) Prototyping
7 4 (14.81%) Test Automation
7 4 (14.81%) UX Design
Programming Languages
1 12 (44.44%) SQL
2 8 (29.63%) JavaScript
3 5 (18.52%) Java
3 5 (18.52%) PowerShell
4 4 (14.81%) Python
5 3 (11.11%) T-SQL
6 2 (7.41%) C#
6 2 (7.41%) PHP
6 2 (7.41%) TypeScript
Qualifications
1 5 (18.52%) AWS Certification
2 2 (7.41%) Degree
3 1 (3.70%) ISTQB
3 1 (3.70%) ISTQB Advanced Certification
Quality Assurance & Compliance
1 4 (14.81%) Accessibility
1 4 (14.81%) Data Quality
2 2 (7.41%) QA
3 1 (3.70%) GDPR
System Software
1 8 (29.63%) Docker
Systems Management
1 6 (22.22%) Terraform
2 1 (3.70%) Grafana
2 1 (3.70%) Kubernetes
Vendors
1 8 (29.63%) Microsoft
2 5 (18.52%) Optimizely
3 4 (14.81%) Databricks
4 3 (11.11%) Oracle
5 2 (7.41%) Apple
5 2 (7.41%) Cognizant
6 1 (3.70%) Alteryx
6 1 (3.70%) MicroStrategy
6 1 (3.70%) ServiceNow
6 1 (3.70%) Twitter