GitHub Actions Job Trends

GitHub Actions
UK

The table below provides summary statistics and salary benchmarking for jobs requiring GitHub Actions skills. It covers permanent job vacancies from the 6 months leading up to 13 August 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Aug 2026
Same period 2025 Same period 2024
Rank 413 481 571
Rank change year-on-year +68 +90 -22
Permanent jobs citing GitHub Actions 440 226 251
As % of all permanent jobs in the UK 0.41% 0.45% 0.30%
As % of the Cloud Services category 1.58% 1.42% 0.94%
Number of salaries quoted 299 178 210
10th Percentile £46,250 £50,350 £47,500
25th Percentile £52,500 £59,250 £48,250
Median annual salary (50th Percentile) £65,000 £75,000 £65,000
Median % change year-on-year -13.33% +15.38% -13.33%
75th Percentile £79,395 £85,000 £73,438
90th Percentile £91,500 £100,375 £85,000
UK excluding London median annual salary £65,000 £65,000 £65,000
% change year-on-year - - -1.45%

All Cloud Computing Skills
UK

GitHub Actions falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring cloud computing skills.

Permanent vacancies with a requirement for cloud computing skills 27,840 15,938 26,691
As % of all permanent jobs advertised in the UK 26.20% 31.91% 31.99%
Number of salaries quoted 18,383 11,032 19,076
10th Percentile £31,250 £30,000 £32,000
25th Percentile £44,000 £40,000 £42,500
Median annual salary (50th Percentile) £62,500 £60,000 £60,000
Median % change year-on-year +4.17% - -5.51%
75th Percentile £85,000 £80,000 £80,000
90th Percentile £100,000 £100,000 £100,000
UK excluding London median annual salary £55,000 £50,000 £54,000
% change year-on-year +10.00% -7.41% -1.82%

GitHub Actions
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing GitHub Actions relative to all permanent IT jobs advertised.

GitHub Actions job vacancy trend in the UK

GitHub Actions
Salary Trend

Salary distribution trend for jobs in the UK citing GitHub Actions.

Salary distribution trend for jobs in the UK citing GitHub Actions

GitHub Actions
Salary Histogram

Salary distribution for jobs citing GitHub Actions over the 6 months to 13 August 2026.

Salary histogram for GitHub Actions in the UK

GitHub Actions
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GitHub Actions within the UK over the 6 months to 13 August 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +47 380 £65,000 -13.33% 510
UK excluding London +54 254 £65,000 - 220
London -31 142 £77,500 - 338
Work from Home +21 131 £65,000 -10.34% 250
North of England +43 112 £65,000 -2.62% 79
South East +22 54 £62,500 -3.85% 47
Yorkshire +18 52 £65,000 -5.11% 24
North West +31 40 £65,500 +0.77% 45
Midlands -20 33 £65,000 -3.70% 26
Wales -47 22 £60,000 - 11
South West -47 22 £58,750 -6.00% 16
North East -40 20 £47,500 -17.39% 10
East Midlands -12 19 £67,500 +25.00% 7
West Midlands -25 14 £65,000 -7.14% 19
Scotland +12 6 £62,500 -21.88% 17
East of England -25 5 £75,000 +11.11% 16

GitHub Actions
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 14 (3.18%) Apache Spark
2 10 (2.27%) Apache
2 10 (2.27%) Confluence
3 5 (1.14%) Apache Airflow
3 5 (1.14%) Microsoft Exchange
4 3 (0.68%) CICS
4 3 (0.68%) CMS
4 3 (0.68%) IIS
5 2 (0.45%) Apache Solr
5 2 (0.45%) Headless CMS
5 2 (0.45%) nginx
5 2 (0.45%) WordPress
6 1 (0.23%) Drupal
6 1 (0.23%) SharePoint
Applications
1 2 (0.45%) Chatbot
1 2 (0.45%) Microsoft Office
Business Applications
1 6 (1.36%) Payment Gateway
2 2 (0.45%) Magento
3 1 (0.23%) Dynamics CRM
3 1 (0.23%) SAP S/4HANA
3 1 (0.23%) Shopify
Cloud Services
1 440 (100.00%) GitHub
2 284 (64.55%) AWS
3 253 (57.50%) Azure
4 134 (30.45%) Azure DevOps
5 92 (20.91%) GCP
6 88 (20.00%) Serverless
7 81 (18.41%) AWS CloudFormation
8 69 (15.68%) AWS Lambda
9 56 (12.73%) Amazon ECS
9 56 (12.73%) Amazon S3
10 52 (11.82%) Datadog
11 48 (10.91%) Amazon EC2
12 35 (7.95%) Amazon CloudWatch
13 28 (6.36%) Azure Monitor
14 25 (5.68%) Azure Key Vault
15 24 (5.45%) Amazon OpenSearch
16 23 (5.23%) Amazon EKS
16 23 (5.23%) AWS Step Functions
17 22 (5.00%) Power Platform
18 21 (4.77%) Firebase
Communications & Networking
1 27 (6.14%) Firewall
2 15 (3.41%) VPN
3 14 (3.18%) DNS
3 14 (3.18%) Network Security
4 13 (2.95%) DMARC
5 9 (2.05%) HTTP
6 7 (1.59%) TCP/IP
7 5 (1.14%) DSL
7 5 (1.14%) SAN
8 4 (0.91%) SSH
8 4 (0.91%) SSL
9 3 (0.68%) BGP
9 3 (0.68%) WAN
10 2 (0.45%) VLAN
11 1 (0.23%) LTE
Database & Business Intelligence
1 49 (11.14%) PostgreSQL
2 36 (8.18%) DynamoDB
2 36 (8.18%) SQL Server
3 33 (7.50%) Amazon RDS
4 31 (7.05%) Relational Database
5 27 (6.14%) NoSQL
6 17 (3.86%) Amazon Athena
6 17 (3.86%) Delta Lake
7 16 (3.64%) MySQL
8 15 (3.41%) Power BI
9 13 (2.95%) Redis
10 9 (2.05%) Data Warehouse
11 8 (1.82%) Tableau
12 7 (1.59%) Data Lake
12 7 (1.59%) Data Vault
12 7 (1.59%) MongoDB
13 5 (1.14%) Amazon Redshift
13 5 (1.14%) Elasticsearch
14 4 (0.91%) Amazon Aurora
14 4 (0.91%) BigQuery
Development Applications
1 166 (37.73%) Jenkins
2 95 (21.59%) Git
3 69 (15.68%) GitLab
4 31 (7.05%) JIRA
5 23 (5.23%) Cypress.io
6 19 (4.32%) Crashlytics
7 15 (3.41%) Postman
8 14 (3.18%) Selenium
8 14 (3.18%) XCTest
9 13 (2.95%) TeamCity
10 10 (2.27%) JUnit
11 9 (2.05%) Gradle
12 8 (1.82%) fastlane
12 8 (1.82%) NUnit
12 8 (1.82%) REST Assured
13 7 (1.59%) Visual Studio Code
14 6 (1.36%) Android Studio
14 6 (1.36%) Gatling
14 6 (1.36%) Storybook
14 6 (1.36%) Zephyr
General
1 141 (32.05%) Social Skills
2 67 (15.23%) Finance
3 48 (10.91%) Public Sector
4 38 (8.64%) Analytical Skills
5 36 (8.18%) Inclusion and Diversity
6 18 (4.09%) Banking
6 18 (4.09%) Retail
7 16 (3.64%) Law
8 10 (2.27%) Manufacturing
9 9 (2.05%) Marketing
10 7 (1.59%) Telecoms
11 6 (1.36%) Organisational Skills
12 4 (0.91%) Automotive
12 4 (0.91%) Military
13 3 (0.68%) Digital Healthcare
13 3 (0.68%) Games
13 3 (0.68%) Health Technology
13 3 (0.68%) Legal
14 2 (0.45%) Advertising
14 2 (0.45%) Investment Banking
Job Titles
1 115 (26.14%) Senior
2 108 (24.55%) Developer
3 66 (15.00%) Platform Engineer
4 65 (14.77%) DevOps Engineer
5 58 (13.18%) Lead
6 39 (8.86%) Cloud Engineer
7 35 (7.95%) Senior Developer
8 27 (6.14%) Full-Stack Developer
9 26 (5.91%) Architect
9 26 (5.91%) Azure Engineer
9 26 (5.91%) Cloud Platform Engineer
10 25 (5.68%) Software Engineer
11 24 (5.45%) Data Engineer
11 24 (5.45%) Java Developer
12 23 (5.23%) Senior Platform Engineer
13 21 (4.77%) Security Engineer
14 19 (4.32%) Automation Engineer
14 19 (4.32%) AWS Engineer
15 18 (4.09%) Software Developer
16 16 (3.64%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 98 (22.27%) Node.js
2 79 (17.95%) React
3 67 (15.23%) .NET
4 56 (12.73%) Spring Boot
5 51 (11.59%) CSS
6 49 (11.14%) RESTful
7 48 (10.91%) REST
7 48 (10.91%) Spring
8 38 (8.64%) AngularJS
9 35 (7.95%) OAuth
10 33 (7.50%) HTML
11 27 (6.14%) OAuth2
12 25 (5.68%) Jest
12 25 (5.68%) YAML
13 24 (5.45%) Playwright
14 22 (5.00%) Web Services
15 20 (4.55%) .NET Framework
15 20 (4.55%) GraphQL
15 20 (4.55%) Tailwind CSS
15 20 (4.55%) Vue
Miscellaneous
1 125 (28.41%) Cloud Native
2 30 (6.82%) Mobile App
3 25 (5.68%) Distributed Systems
4 24 (5.45%) Product Ownership
5 20 (4.55%) Greenfield Project
5 20 (4.55%) Onboarding
6 18 (4.09%) Legacy Systems
6 18 (4.09%) Mainframe
7 14 (3.18%) PKI
8 13 (2.95%) Self-Motivation
9 11 (2.50%) Blog
9 11 (2.50%) Linux Command Line
9 11 (2.50%) Private Cloud
9 11 (2.50%) Public Cloud
10 9 (2.05%) Analytical Mindset
11 8 (1.82%) Enterprise Software
12 7 (1.59%) Digital Wallet
12 7 (1.59%) Legacy Applications
13 6 (1.36%) Hybrid Cloud
13 6 (1.36%) Security Posture
Operating Systems
1 70 (15.91%) Linux
2 22 (5.00%) Apple iOS
3 20 (4.55%) Windows
4 14 (3.18%) Android
5 9 (2.05%) Windows Server
6 5 (1.14%) Unix
7 3 (0.68%) Red Hat Enterprise Linux
8 1 (0.23%) AIX
8 1 (0.23%) Embedded Linux
8 1 (0.23%) VMS
Processes & Methodologies
1 417 (94.77%) CI/CD
2 279 (63.41%) DevOps
3 229 (52.05%) Infrastructure as Code
4 147 (33.41%) Containerisation
5 129 (29.32%) Agile
6 110 (25.00%) Observability
7 101 (22.95%) Problem-Solving
8 98 (22.27%) Software Engineering
9 96 (21.82%) AI
9 96 (21.82%) Platform Engineering
10 94 (21.36%) Continuous Improvement
11 91 (20.68%) Test Automation
12 80 (18.18%) Mentoring
13 74 (16.82%) Analytics
14 72 (16.36%) Microservices
15 70 (15.91%) Full-Stack Development
16 65 (14.77%) Clean Code
17 60 (13.64%) Cloud Security
18 51 (11.59%) DevSecOps
19 49 (11.14%) Incident Response
Programming Languages
1 179 (40.68%) Python
2 95 (21.59%) Java
3 93 (21.14%) TypeScript
4 73 (16.59%) Bash
4 73 (16.59%) JavaScript
5 69 (15.68%) SQL
6 62 (14.09%) PowerShell
7 45 (10.23%) Kotlin
8 36 (8.18%) Go
9 35 (7.95%) C#
10 24 (5.45%) Bicep
11 21 (4.77%) Ruby
12 18 (4.09%) Groovy
12 18 (4.09%) Swift
13 15 (3.41%) Scala
14 13 (2.95%) COBOL
14 13 (2.95%) PHP
15 8 (1.82%) Rust
16 7 (1.59%) JCL
17 6 (1.36%) Dart
Qualifications
1 68 (15.45%) Security Cleared
2 50 (11.36%) Degree
3 48 (10.91%) SC Cleared
4 34 (7.73%) AWS Certification
5 27 (6.14%) Computer Science Degree
6 23 (5.23%) Azure Certification
7 18 (4.09%) AWS Certified Solutions Architect
8 9 (2.05%) DV Cleared
9 7 (1.59%) AWS Certified Developer
9 7 (1.59%) OSCP
10 6 (1.36%) TOGAF Certification
11 5 (1.14%) ISTQB
11 5 (1.14%) Master's Degree
12 4 (0.91%) BPSS Clearance
12 4 (0.91%) CISSP
12 4 (0.91%) CompTIA Security+
12 4 (0.91%) ISTQB Advanced Certification
12 4 (0.91%) Microsoft Certification
13 3 (0.68%) OCP
13 3 (0.68%) Oracle Certification
Quality Assurance & Compliance
1 42 (9.55%) QA
2 31 (7.05%) Accessibility
3 22 (5.00%) WCAG
4 20 (4.55%) ISO/IEC 27001
5 15 (3.41%) SOC 2
6 12 (2.73%) Data Quality
7 11 (2.50%) GRC
8 7 (1.59%) NCSC
9 6 (1.36%) Government Security Classifications
10 5 (1.14%) GDPR
10 5 (1.14%) NIST
11 4 (0.91%) Cyber Essentials
12 3 (0.68%) SLA
13 2 (0.45%) IFRS
13 2 (0.45%) IFRS 17
13 2 (0.45%) PCI DSS
13 2 (0.45%) Solvency II
System Software
1 167 (37.95%) Docker
2 14 (3.18%) Active Directory
3 13 (2.95%) VMware Infrastructure
4 7 (1.59%) Virtual Machines
5 2 (0.45%) Firmware
5 2 (0.45%) Hyper-V
6 1 (0.23%) Embedded Firmware
Systems Management
1 228 (51.82%) Terraform
2 168 (38.18%) Kubernetes
3 61 (13.86%) Grafana
4 51 (11.59%) Prometheus
5 49 (11.14%) Ansible
6 23 (5.23%) Progress Chef
7 15 (3.41%) Argo
8 12 (2.73%) Cilium
8 12 (2.73%) Packer
9 3 (0.68%) HAProxy
9 3 (0.68%) Proxmox
9 3 (0.68%) Puppet
10 2 (0.45%) Bugsnag
10 2 (0.45%) HP Fortify
10 2 (0.45%) logstash
11 1 (0.23%) Consul
11 1 (0.23%) Istio
11 1 (0.23%) Kibana
11 1 (0.23%) linkerd
11 1 (0.23%) Single Sign-On
Vendors
1 50 (11.36%) Microsoft
2 24 (5.45%) Databricks
3 21 (4.77%) VMware
4 20 (4.55%) Dynatrace
4 20 (4.55%) Google
5 16 (3.64%) Red Hat
6 15 (3.41%) New Relic
7 13 (2.95%) Amplitude
7 13 (2.95%) Braze
7 13 (2.95%) OneLogin
7 13 (2.95%) SendGrid
8 9 (2.05%) Splunk
9 6 (1.36%) Cisco
9 6 (1.36%) EMC
9 6 (1.36%) F5
9 6 (1.36%) Oracle
9 6 (1.36%) Palo Alto
9 6 (1.36%) ServiceNow
10 5 (1.14%) OpenAI
11 4 (0.91%) Broadcom