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 14 January 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Jan 2026
Same period 2025 Same period 2024
Rank 343 460 504
Rank change year-on-year +117 +44 +156
Permanent jobs citing GitHub Actions 337 250 223
As % of all permanent jobs in the UK 0.56% 0.47% 0.40%
As % of the Cloud Services category 1.64% 1.29% 0.99%
Number of salaries quoted 253 189 175
10th Percentile £51,400 £48,250 £52,500
25th Percentile £60,250 £52,500 £65,000
Median annual salary (50th Percentile) £72,500 £67,500 £79,632
Median % change year-on-year +7.41% -15.24% +6.18%
75th Percentile £90,000 £77,500 £100,000
90th Percentile £110,000 £100,000 £143,750
UK excluding London median annual salary £65,000 £65,000 £70,576
% change year-on-year - -7.90% +0.82%

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 20,529 19,355 22,445
As % of all permanent jobs advertised in the UK 34.22% 36.17% 40.31%
Number of salaries quoted 11,258 11,374 18,418
10th Percentile £28,750 £35,000 £32,500
25th Percentile £39,375 £46,713 £45,000
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% -7.69%
75th Percentile £80,000 £83,750 £80,000
90th Percentile £98,750 £102,500 £100,000
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% -4.55%

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 14 January 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 14 January 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 +82 255 £72,500 +7.41% 502
Work from Home +119 168 £72,500 +11.54% 307
UK excluding London +51 156 £65,000 - 481
London +100 128 £77,500 -8.82% 81
North of England +1 45 £65,000 -4.41% 98
Scotland +40 34 £90,000 +56.52% 13
South West +21 31 £72,500 +11.54% 65
South East -4 25 £75,000 +15.38% 149
Yorkshire -29 24 £60,000 +21.21% 45
North West +27 17 £65,000 -23.53% 38
Midlands +4 12 £60,000 -7.69% 50
West Midlands +1 9 £60,000 -7.69% 17
East of England +29 6 £65,000 -29.73% 76
North East +14 4 £62,500 -13.79% 15
East Midlands -5 3 £60,000 +51.90% 31
Wales -2 2 £63,248 -2.70% 29
Northern Ireland -12 1 £62,500 - 15

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 9 (2.67%) Apache Airflow
1 9 (2.67%) Confluence
2 4 (1.19%) Appian
3 3 (0.89%) IIS
4 2 (0.59%) Apache
4 2 (0.59%) Apache Spark
4 2 (0.59%) BizTalk Server
5 1 (0.30%) CMS
5 1 (0.30%) nginx
5 1 (0.30%) SharePoint
5 1 (0.30%) Tomcat
Business Applications
1 7 (2.08%) Dynamics CRM
2 3 (0.89%) Payment Gateway
2 3 (0.89%) Shopify
3 1 (0.30%) Endur
Cloud Services
1 337 (100.00%) GitHub
2 228 (67.66%) Azure
3 165 (48.96%) AWS
4 155 (45.99%) Azure DevOps
5 82 (24.33%) GCP
6 71 (21.07%) Serverless
7 59 (17.51%) AWS CloudFormation
8 53 (15.73%) Datadog
9 47 (13.95%) AWS Lambda
10 45 (13.35%) Amazon CloudWatch
10 45 (13.35%) Azure Monitor
11 40 (11.87%) Entra ID
12 37 (10.98%) Amazon EKS
13 36 (10.68%) Azure AKS
14 35 (10.39%) Amazon S3
15 34 (10.09%) SaaS
16 23 (6.82%) AWS Step Functions
17 20 (5.93%) Azure Data Factory
18 19 (5.64%) Cloud Run
19 18 (5.34%) Azure Logic Apps
Communications & Networking
1 19 (5.64%) Firewall
2 13 (3.86%) VPN
3 9 (2.67%) Network Security
3 9 (2.67%) WAN
4 8 (2.37%) DNS
5 6 (1.78%) TCP/IP
6 4 (1.19%) DSL
6 4 (1.19%) HTTP
6 4 (1.19%) Intrusion Detection
7 1 (0.30%) Broadband
Database & Business Intelligence
1 41 (12.17%) NoSQL
1 41 (12.17%) SQL Server
2 24 (7.12%) BigQuery
3 21 (6.23%) DynamoDB
4 20 (5.93%) PostgreSQL
5 15 (4.45%) Amazon RDS
6 10 (2.97%) Flink
7 9 (2.67%) Azure SQL Database
7 9 (2.67%) Data Warehouse
8 7 (2.08%) Amazon Redshift
8 7 (2.08%) Pinecone
9 6 (1.78%) Power BI
9 6 (1.78%) Tableau
10 5 (1.48%) Looker
10 5 (1.48%) Metadata
10 5 (1.48%) MongoDB
11 4 (1.19%) Elasticsearch
11 4 (1.19%) Weaviate
12 3 (0.89%) Redis
12 3 (0.89%) Relational Database
Development Applications
1 127 (37.69%) Jenkins
2 79 (23.44%) Git
3 42 (12.46%) GitLab
4 14 (4.15%) JIRA
5 9 (2.67%) Bitbucket
5 9 (2.67%) TeamCity
6 8 (2.37%) Subversion
7 7 (2.08%) CircleCI
7 7 (2.08%) Cypress.io
8 5 (1.48%) Selenium
9 4 (1.19%) JMeter
9 4 (1.19%) REST Assured
10 3 (0.89%) Cucumber
10 3 (0.89%) JUnit
10 3 (0.89%) NUnit
10 3 (0.89%) Postman
11 2 (0.59%) Appium
11 2 (0.59%) Artifactory
11 2 (0.59%) Octopus Deploy
11 2 (0.59%) SpecFlow
General
1 113 (33.53%) Social Skills
2 112 (33.23%) Finance
3 28 (8.31%) Telecoms
4 21 (6.23%) Analytical Skills
5 20 (5.93%) Banking
5 20 (5.93%) Public Sector
6 14 (4.15%) Manufacturing
7 12 (3.56%) Front Office
7 12 (3.56%) Retail
8 11 (3.26%) Pharmaceutical
9 10 (2.97%) Marketing
10 8 (2.37%) Law
11 7 (2.08%) Back Office
12 6 (1.78%) Electronics
13 4 (1.19%) Billing
13 4 (1.19%) Financial Institution
14 3 (0.89%) Advertising
14 3 (0.89%) Investment Banking
15 2 (0.59%) Documentation Skills
15 2 (0.59%) Organisational Skills
Job Titles
1 75 (22.26%) DevOps Engineer
2 71 (21.07%) Senior
3 59 (17.51%) Developer
4 46 (13.65%) Lead
5 37 (10.98%) Platform Engineer
6 35 (10.39%) Cloud Engineer
7 30 (8.90%) .NET Developer
8 24 (7.12%) Azure Engineer
9 17 (5.04%) Full-Stack Engineer
10 16 (4.75%) AWS Engineer
10 16 (4.75%) GCP Engineer
10 16 (4.75%) Security Engineer
10 16 (4.75%) Senior DevOps
11 15 (4.45%) Azure DevOps Engineer
12 14 (4.15%) Azure Developer
12 14 (4.15%) Development Engineer
12 14 (4.15%) GCP DevOps
12 14 (4.15%) GCP DevOps Engineer
13 13 (3.86%) AWS DevOps
13 13 (3.86%) Lead .NET Developer
Libraries, Frameworks & Software Standards
1 69 (20.47%) .NET
2 64 (18.99%) React
3 55 (16.32%) RESTful
4 36 (10.68%) Node.js
5 26 (7.72%) OAuth
6 24 (7.12%) YAML
7 23 (6.82%) ADO
7 23 (6.82%) AWS CDK
8 22 (6.53%) .NET Core
9 20 (5.93%) ASP.NET
10 18 (5.34%) ARM Templates
10 18 (5.34%) JSON
11 17 (5.04%) .NET Framework
11 17 (5.04%) Blazor
11 17 (5.04%) Elastic Stack
11 17 (5.04%) Kafka
12 16 (4.75%) OAuth2
13 15 (4.45%) ASP.NET Web Forms
13 15 (4.45%) Razor View Engine
13 15 (4.45%) REST
Miscellaneous
1 75 (22.26%) Cloud Native
2 25 (7.42%) Onboarding
2 25 (7.42%) Product Ownership
3 15 (4.45%) Distributed Systems
4 12 (3.56%) Self-Motivation
5 10 (2.97%) Linux Command Line
6 6 (1.78%) Fixed Income
6 6 (1.78%) Security Posture
7 5 (1.48%) AI Agents
8 4 (1.19%) Blog
8 4 (1.19%) Greenfield Project
8 4 (1.19%) Hackathon
9 3 (0.89%) Data Centre
9 3 (0.89%) Enterprise Cloud
9 3 (0.89%) Legacy Systems
10 2 (0.59%) Analytical Mindset
10 2 (0.59%) Derivative
10 2 (0.59%) Driving Licence
10 2 (0.59%) Genomics
10 2 (0.59%) Mobile App
Operating Systems
1 42 (12.46%) Linux
2 19 (5.64%) Windows
3 16 (4.75%) VMS
4 5 (1.48%) Unix
5 4 (1.19%) Windows Server
6 3 (0.89%) SUSE
7 1 (0.30%) Android
7 1 (0.30%) Apple iOS
7 1 (0.30%) Ubuntu
Processes & Methodologies
1 307 (91.10%) CI/CD
2 268 (79.53%) DevOps
3 177 (52.52%) Infrastructure as Code
4 132 (39.17%) Containerisation
5 104 (30.86%) Agile
6 98 (29.08%) Observability
7 95 (28.19%) Problem-Solving
8 88 (26.11%) Continuous Improvement
9 71 (21.07%) Test Automation
10 58 (17.21%) Incident Response
11 56 (16.62%) Platform Engineering
12 54 (16.02%) AI
12 54 (16.02%) RBAC
13 53 (15.73%) Analytics
14 50 (14.84%) Cloud Security
14 50 (14.84%) Deployment Automation
14 50 (14.84%) Microservices
15 47 (13.95%) Site Reliability Engineering
16 45 (13.35%) Full-Stack Development
17 43 (12.76%) Software Engineering
Programming Languages
1 174 (51.63%) Python
2 93 (27.60%) Bash
3 83 (24.63%) SQL
4 70 (20.77%) PowerShell
5 59 (17.51%) Bicep
6 56 (16.62%) TypeScript
7 55 (16.32%) JavaScript
8 32 (9.50%) Java
9 29 (8.61%) C#
10 28 (8.31%) Go
11 9 (2.67%) Kusto Query Language
12 5 (1.48%) T-SQL
13 4 (1.19%) Data Analysis Expressions
13 4 (1.19%) Ruby
13 4 (1.19%) Rust
14 3 (0.89%) C++
14 3 (0.89%) Kotlin
15 1 (0.30%) Apex Code
15 1 (0.30%) Objective-C
15 1 (0.30%) PHP
Qualifications
1 48 (14.24%) Degree
2 40 (11.87%) Computer Science Degree
3 35 (10.39%) Security Cleared
4 33 (9.79%) AWS Certification
5 30 (8.90%) SC Cleared
6 27 (8.01%) Azure Certification
7 17 (5.04%) Master's Degree
8 12 (3.56%) CISSP
8 12 (3.56%) CREST Certified
8 12 (3.56%) SANS
9 11 (3.26%) AWS Certified Developer
10 5 (1.48%) DV Cleared
11 4 (1.19%) Microsoft Certification
11 4 (1.19%) OSCP
12 3 (0.89%) AWS Certified Solutions Architect
12 3 (0.89%) CCNA
12 3 (0.89%) Cisco Certification
13 2 (0.59%) AWS Certified DevOps Engineer
13 2 (0.59%) BPSS Clearance
13 2 (0.59%) SnowPro
Quality Assurance & Compliance
1 41 (12.17%) QA
2 38 (11.28%) GDPR
3 26 (7.72%) ISO/IEC 27001
4 15 (4.45%) SOC 2
5 13 (3.86%) Accessibility
6 8 (2.37%) Cyber Essentials
6 8 (2.37%) Cyber Essentials PLUS
7 5 (1.48%) PCI DSS
8 4 (1.19%) Data Quality
8 4 (1.19%) GRC
8 4 (1.19%) SLA
9 2 (0.59%) ECSS
9 2 (0.59%) HIPAA
9 2 (0.59%) NIST
System Software
1 157 (46.59%) Docker
2 40 (11.87%) Active Directory
3 14 (4.15%) Virtual Machines
4 6 (1.78%) VMware Infrastructure
5 3 (0.89%) vSphere
Systems Management
1 205 (60.83%) Terraform
2 168 (49.85%) Kubernetes
3 64 (18.99%) Grafana
3 64 (18.99%) Prometheus
4 48 (14.24%) Ansible
5 24 (7.12%) Argo
6 9 (2.67%) Single Sign-On
7 4 (1.19%) Cilium
7 4 (1.19%) logstash
7 4 (1.19%) Progress Chef
8 3 (0.89%) Rancher
9 1 (0.30%) Control-M
9 1 (0.30%) Icinga
9 1 (0.30%) Kubeflow
9 1 (0.30%) Nagios
9 1 (0.30%) Puppet
Vendors
1 66 (19.58%) Microsoft
2 28 (8.31%) Google
3 14 (4.15%) Ab Initio
4 11 (3.26%) OpenAI
4 11 (3.26%) Salesforce
4 11 (3.26%) VMware
5 9 (2.67%) Palo Alto
5 9 (2.67%) Zscaler
6 8 (2.37%) Atlassian
7 6 (1.78%) Databricks
7 6 (1.78%) SAP
7 6 (1.78%) Splunk
8 5 (1.48%) HubSpot
8 5 (1.48%) LogicMonitor
9 4 (1.19%) Alteryx
9 4 (1.19%) SolarWinds
9 4 (1.19%) Talend
9 4 (1.19%) Zoho
10 3 (0.89%) Dynatrace
11 2 (0.59%) ServiceNow