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 4 July 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Jul 2026
Same period 2025 Same period 2024
Rank 397 463 631
Rank change year-on-year +66 +168 -30
Permanent jobs citing GitHub Actions 420 221 272
As % of all permanent jobs in the UK 0.43% 0.46% 0.26%
As % of the Cloud Services category 1.59% 1.42% 0.78%
Number of salaries quoted 312 168 220
10th Percentile £46,250 £51,250 £45,000
25th Percentile £53,750 £59,250 £50,000
Median annual salary (50th Percentile) £67,500 £75,000 £65,000
Median % change year-on-year -10.00% +15.38% -15.58%
75th Percentile £80,000 £84,063 £77,500
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £65,000 £67,500 £65,000
% change year-on-year -3.70% +3.85% -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 26,375 15,565 34,794
As % of all permanent jobs advertised in the UK 27.28% 32.68% 33.11%
Number of salaries quoted 17,191 10,859 26,654
10th Percentile £31,250 £30,625 £30,500
25th Percentile £43,000 £41,250 £41,250
Median annual salary (50th Percentile) £62,500 £60,000 £57,500
Median % change year-on-year +4.17% +4.35% -8.73%
75th Percentile £83,750 £81,250 £77,500
90th Percentile £100,000 £102,500 £96,250
UK excluding London median annual salary £55,000 £52,500 £51,000
% change year-on-year +4.76% +2.94% -7.27%

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 4 July 2026.

Salary histogram for GitHub Actions in the UK

GitHub Actions
Top 17 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 4 July 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 +85 364 £67,500 -10.00% 236
UK excluding London +69 236 £65,000 -3.70% 129
London 0 140 £80,000 - 123
Work from Home +33 127 £65,000 -10.34% 134
North of England +44 101 £65,000 -5.11% 49
South East +6 52 £60,000 -14.29% 40
Yorkshire +9 46 £65,000 -5.11% 17
North West +15 38 £65,500 -12.67% 27
Midlands -16 27 £65,000 -3.70% 19
South West -57 27 £75,000 +15.38% 11
East Midlands +1 22 £72,500 +28.89% 10
North East -32 17 £47,000 -18.26% 6
Wales -40 14 £72,750 +21.25% 1
Scotland +11 7 £85,000 +31.78% 5
East of England -16 6 £77,575 +12.84% 5
West Midlands -35 5 £65,000 -3.70% 9
Northern Ireland - 2 £62,500 -

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 11 (2.62%) Apache
1 11 (2.62%) Apache Spark
2 7 (1.67%) Microsoft Exchange
3 6 (1.43%) Confluence
4 3 (0.71%) Apache Airflow
4 3 (0.71%) IIS
5 2 (0.48%) Apache Solr
5 2 (0.48%) CMS
5 2 (0.48%) Headless CMS
5 2 (0.48%) nginx
5 2 (0.48%) SharePoint
5 2 (0.48%) WordPress
6 1 (0.24%) BizTalk Server
6 1 (0.24%) Drupal
Applications
1 2 (0.48%) Chatbot
1 2 (0.48%) Microsoft Office
Business Applications
1 5 (1.19%) Payment Gateway
2 2 (0.48%) Dynamics CRM
2 2 (0.48%) Magento
3 1 (0.24%) SAP S/4HANA
3 1 (0.24%) Shopify
Cloud Services
1 420 (100.00%) GitHub
2 256 (60.95%) AWS
3 237 (56.43%) Azure
4 138 (32.86%) Azure DevOps
5 90 (21.43%) GCP
6 85 (20.24%) Serverless
7 69 (16.43%) AWS CloudFormation
8 62 (14.76%) AWS Lambda
9 50 (11.90%) Amazon S3
10 47 (11.19%) Datadog
11 42 (10.00%) Amazon EC2
12 38 (9.05%) Amazon CloudWatch
13 37 (8.81%) Amazon ECS
14 33 (7.86%) Amazon EKS
15 28 (6.67%) Azure Monitor
16 27 (6.43%) AWS Step Functions
17 23 (5.48%) Azure Key Vault
18 21 (5.00%) Firebase
19 20 (4.76%) Azure AKS
19 20 (4.76%) Entra ID
Communications & Networking
1 48 (11.43%) Firewall
2 23 (5.48%) VPN
3 22 (5.24%) DNS
4 19 (4.52%) HTTP
5 17 (4.05%) Network Security
6 14 (3.33%) TCP/IP
7 13 (3.10%) DMARC
8 11 (2.62%) DSL
9 6 (1.43%) WAN
10 5 (1.19%) SAN
11 4 (0.95%) SSL
12 3 (0.71%) RTP
12 3 (0.71%) Unified Communications
12 3 (0.71%) VoIP
12 3 (0.71%) Wireshark
13 2 (0.48%) BGP
13 2 (0.48%) SSH
13 2 (0.48%) VLAN
14 1 (0.24%) LTE
Database & Business Intelligence
1 32 (7.62%) SQL Server
2 28 (6.67%) PostgreSQL
3 21 (5.00%) NoSQL
4 20 (4.76%) Amazon RDS
4 20 (4.76%) DynamoDB
5 16 (3.81%) Relational Database
6 15 (3.57%) MySQL
7 14 (3.33%) Amazon Athena
7 14 (3.33%) Delta Lake
8 9 (2.14%) Power BI
9 7 (1.67%) BigQuery
9 7 (1.67%) MongoDB
10 5 (1.19%) Amazon Redshift
10 5 (1.19%) Big Data
10 5 (1.19%) Data Lake
10 5 (1.19%) Redis
10 5 (1.19%) Tableau
11 4 (0.95%) Data Vault
11 4 (0.95%) Data Warehouse
12 3 (0.71%) Metadata
Development Applications
1 163 (38.81%) Jenkins
2 80 (19.05%) Git
3 65 (15.48%) GitLab
4 27 (6.43%) JIRA
5 20 (4.76%) Crashlytics
6 15 (3.57%) TeamCity
6 15 (3.57%) XCTest
7 12 (2.86%) Cypress.io
8 10 (2.38%) Postman
9 9 (2.14%) Selenium
10 8 (1.90%) fastlane
10 8 (1.90%) Gradle
11 7 (1.67%) CircleCI
11 7 (1.67%) REST Assured
11 7 (1.67%) Storybook
11 7 (1.67%) Visual Studio Code
12 6 (1.43%) Android Studio
12 6 (1.43%) Gatling
13 5 (1.19%) Zephyr
14 4 (0.95%) Atlassian Bamboo
General
1 124 (29.52%) Social Skills
2 55 (13.10%) Finance
3 35 (8.33%) Public Sector
4 28 (6.67%) Analytical Skills
5 24 (5.71%) Retail
6 23 (5.48%) Inclusion and Diversity
7 17 (4.05%) Banking
8 15 (3.57%) Telecoms
9 14 (3.33%) Law
10 8 (1.90%) Manufacturing
11 6 (1.43%) Organisational Skills
12 5 (1.19%) Advertising
13 4 (0.95%) Automotive
14 3 (0.71%) Digital Healthcare
14 3 (0.71%) Health Technology
14 3 (0.71%) Military
15 2 (0.48%) Documentation Skills
15 2 (0.48%) Games
15 2 (0.48%) Influencing Skills
15 2 (0.48%) Investment Banking
Job Titles
1 103 (24.52%) Senior
2 93 (22.14%) Developer
3 74 (17.62%) DevOps Engineer
4 61 (14.52%) Platform Engineer
5 53 (12.62%) Lead
6 46 (10.95%) Cloud Engineer
7 31 (7.38%) Azure Engineer
8 29 (6.90%) Security Engineer
9 27 (6.43%) Architect
9 27 (6.43%) Senior Developer
10 26 (6.19%) Cloud Platform Engineer
11 23 (5.48%) AWS Engineer
12 21 (5.00%) Data Engineer
12 21 (5.00%) Senior Platform Engineer
13 20 (4.76%) Automation Engineer
14 19 (4.52%) Java Developer
15 18 (4.29%) Software Engineer
16 16 (3.81%) .NET Developer
16 16 (3.81%) Full-Stack Developer
16 16 (3.81%) Senior DevOps
Libraries, Frameworks & Software Standards
1 75 (17.86%) Node.js
2 61 (14.52%) React
3 48 (11.43%) CSS
4 46 (10.95%) .NET
5 37 (8.81%) OAuth
6 36 (8.57%) RESTful
7 35 (8.33%) REST
7 35 (8.33%) Spring Boot
8 34 (8.10%) HTML
9 28 (6.67%) Spring
10 27 (6.43%) YAML
11 25 (5.95%) AngularJS
12 23 (5.48%) OAuth2
13 21 (5.00%) Elastic Stack
14 20 (4.76%) AWS CDK
15 18 (4.29%) Web Services
16 17 (4.05%) Playwright
16 17 (4.05%) Vue
17 15 (3.57%) UIKit
18 14 (3.33%) PySpark
Miscellaneous
1 114 (27.14%) Cloud Native
2 30 (7.14%) Mobile App
3 23 (5.48%) Distributed Systems
3 23 (5.48%) Product Ownership
4 18 (4.29%) Greenfield Project
4 18 (4.29%) Self-Motivation
5 16 (3.81%) Private Cloud
6 14 (3.33%) Onboarding
6 14 (3.33%) PKI
7 12 (2.86%) Analytical Mindset
7 12 (2.86%) Legacy Systems
8 11 (2.62%) Hybrid Cloud
9 10 (2.38%) Public Cloud
10 9 (2.14%) Linux Command Line
11 8 (1.90%) Mainframe
12 6 (1.43%) Blog
12 6 (1.43%) CMDB
12 6 (1.43%) Security Posture
13 5 (1.19%) AI Agents
13 5 (1.19%) Digital Wallet
Operating Systems
1 64 (15.24%) Linux
2 20 (4.76%) Apple iOS
3 19 (4.52%) Windows
4 11 (2.62%) Android
5 10 (2.38%) Windows Server
6 5 (1.19%) Ubuntu
6 5 (1.19%) VMS
7 3 (0.71%) Red Hat Enterprise Linux
8 2 (0.48%) Debian
8 2 (0.48%) Unix
9 1 (0.24%) Embedded Linux
Processes & Methodologies
1 391 (93.10%) CI/CD
2 269 (64.05%) DevOps
3 230 (54.76%) Infrastructure as Code
4 154 (36.67%) Containerisation
5 121 (28.81%) Agile
6 101 (24.05%) Continuous Improvement
7 99 (23.57%) Observability
8 89 (21.19%) Problem-Solving
9 84 (20.00%) Platform Engineering
10 83 (19.76%) Test Automation
11 76 (18.10%) AI
11 76 (18.10%) Mentoring
12 75 (17.86%) Software Engineering
13 74 (17.62%) Cloud Security
14 69 (16.43%) Analytics
15 62 (14.76%) DevSecOps
16 59 (14.05%) Microservices
17 57 (13.57%) Incident Response
18 56 (13.33%) Clean Code
18 56 (13.33%) Full-Stack Development
Programming Languages
1 195 (46.43%) Python
2 91 (21.67%) Bash
3 75 (17.86%) TypeScript
4 74 (17.62%) PowerShell
5 67 (15.95%) Java
6 66 (15.71%) SQL
7 62 (14.76%) JavaScript
8 48 (11.43%) Go
9 38 (9.05%) Kotlin
10 32 (7.62%) C#
11 25 (5.95%) Bicep
12 16 (3.81%) Swift
13 15 (3.57%) Groovy
14 13 (3.10%) Ruby
14 13 (3.10%) Rust
15 12 (2.86%) Scala
16 8 (1.90%) PHP
17 7 (1.67%) Dart
18 5 (1.19%) C++
18 5 (1.19%) Kusto Query Language
Qualifications
1 53 (12.62%) Degree
2 52 (12.38%) Security Cleared
3 35 (8.33%) AWS Certification
4 33 (7.86%) SC Cleared
5 25 (5.95%) Computer Science Degree
6 20 (4.76%) Azure Certification
7 14 (3.33%) OSCP
8 13 (3.10%) CISSP
9 10 (2.38%) AWS Certified Solutions Architect
10 9 (2.14%) Master's Degree
11 8 (1.90%) CREST Certified
11 8 (1.90%) DV Cleared
11 8 (1.90%) SANS
12 5 (1.19%) CompTIA Security+
12 5 (1.19%) Microsoft Certification
12 5 (1.19%) TOGAF Certification
13 4 (0.95%) Cisco Certification
13 4 (0.95%) ISTQB
14 3 (0.71%) CCSP
14 3 (0.71%) CISM
Quality Assurance & Compliance
1 35 (8.33%) QA
2 32 (7.62%) ISO/IEC 27001
3 31 (7.38%) Accessibility
4 23 (5.48%) SOC 2
5 15 (3.57%) WCAG
6 13 (3.10%) GRC
7 11 (2.62%) Data Quality
7 11 (2.62%) GDPR
8 7 (1.67%) PCI DSS
9 6 (1.43%) Cyber Essentials
9 6 (1.43%) NCSC
10 5 (1.19%) Government Security Classifications
11 3 (0.71%) NIST
12 2 (0.48%) IFRS
12 2 (0.48%) IFRS 17
12 2 (0.48%) SLA
12 2 (0.48%) Solvency II
13 1 (0.24%) Cyber Essentials PLUS
System Software
1 146 (34.76%) Docker
2 23 (5.48%) Active Directory
3 15 (3.57%) VMware Infrastructure
4 10 (2.38%) Virtual Machines
5 3 (0.71%) Kamailio
6 2 (0.48%) Firmware
6 2 (0.48%) Hyper-V
7 1 (0.24%) Embedded Firmware
7 1 (0.24%) Xen
Systems Management
1 234 (55.71%) Terraform
2 164 (39.05%) Kubernetes
3 68 (16.19%) Grafana
4 67 (15.95%) Ansible
5 56 (13.33%) Prometheus
6 18 (4.29%) Progress Chef
7 15 (3.57%) Argo
8 13 (3.10%) Cilium
9 9 (2.14%) Packer
10 8 (1.90%) Proxmox
11 4 (0.95%) HP Fortify
12 3 (0.71%) HAProxy
12 3 (0.71%) Puppet
13 2 (0.48%) Microsoft Intune
14 1 (0.24%) Consul
14 1 (0.24%) Istio
14 1 (0.24%) Kibana
14 1 (0.24%) linkerd
14 1 (0.24%) Red Hat Satellite
14 1 (0.24%) Single Sign-On
Vendors
1 52 (12.38%) Microsoft
2 26 (6.19%) VMware
3 18 (4.29%) Dynatrace
4 16 (3.81%) Google
5 14 (3.33%) Amplitude
5 14 (3.33%) Braze
5 14 (3.33%) Databricks
6 13 (3.10%) SendGrid
7 11 (2.62%) Red Hat
8 10 (2.38%) Palo Alto
9 9 (2.14%) New Relic
10 8 (1.90%) OneLogin
11 6 (1.43%) Cisco
11 6 (1.43%) EMC
11 6 (1.43%) F5
11 6 (1.43%) ServiceNow
12 4 (0.95%) Splunk
12 4 (0.95%) Zscaler
13 3 (0.71%) OpenAI
13 3 (0.71%) Tenable