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

6 months to
2 Jan 2026
Same period 2025 Same period 2024
Rank 336 468 492
Rank change year-on-year +132 +24 +167
Permanent jobs citing GitHub Actions 334 250 222
As % of all permanent jobs in the UK 0.56% 0.46% 0.43%
As % of the Cloud Services category 1.63% 1.26% 1.03%
Number of salaries quoted 248 188 176
10th Percentile £50,750 £48,250 £52,750
25th Percentile £60,000 £52,500 £65,000
Median annual salary (50th Percentile) £72,500 £66,000 £79,632
Median % change year-on-year +9.85% -17.12% +9.84%
75th Percentile £90,000 £77,500 £102,500
90th Percentile £110,000 £99,125 £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 20,518 19,807 21,481
As % of all permanent jobs advertised in the UK 34.63% 36.05% 41.50%
Number of salaries quoted 11,206 11,679 17,619
10th Percentile £28,750 £35,000 £32,500
25th Percentile £38,813 £46,250 £45,000
Median annual salary (50th Percentile) £60,000 £63,000 £60,000
Median % change year-on-year -4.76% +5.00% -7.69%
75th Percentile £80,000 £82,500 £82,000
90th Percentile £98,375 £100,000 £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 2 January 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 2 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 +69 248 £70,000 +3.70% 254
Work from Home +137 171 £72,500 +11.54% 151
UK excluding London +43 155 £65,000 - 185
London +87 124 £77,500 -8.82% 105
North of England +11 43 £64,000 +8.94% 47
Scotland +33 36 £90,000 +56.52% 11
South West +22 29 £70,000 +7.69% 25
South East -12 24 £75,000 +15.38% 62
Yorkshire -26 24 £60,000 +21.21% 22
North West +43 15 £65,000 -24.64% 20
Midlands +7 13 £60,000 -7.69% 22
West Midlands +10 10 £60,000 -7.69% 14
East of England +33 7 £65,000 -18.75% 14
North East +10 4 £62,500 -13.79% 5
Wales -6 3 £61,496 -5.39% 2
East Midlands -14 3 £60,000 +51.90% 8

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 (2.69%) Confluence
2 8 (2.40%) Apache Airflow
3 4 (1.20%) Appian
3 4 (1.20%) IIS
4 2 (0.60%) BizTalk Server
4 2 (0.60%) Tomcat
5 1 (0.30%) Apache
5 1 (0.30%) Apache Spark
5 1 (0.30%) CMS
5 1 (0.30%) nginx
5 1 (0.30%) SharePoint
Business Applications
1 6 (1.80%) Dynamics CRM
2 3 (0.90%) Payment Gateway
2 3 (0.90%) Shopify
3 1 (0.30%) Endur
Cloud Services
1 334 (100.00%) GitHub
2 225 (67.37%) Azure
3 162 (48.50%) AWS
4 155 (46.41%) Azure DevOps
5 78 (23.35%) GCP
6 68 (20.36%) Serverless
7 58 (17.37%) AWS CloudFormation
8 52 (15.57%) Datadog
9 45 (13.47%) AWS Lambda
10 44 (13.17%) Amazon CloudWatch
11 43 (12.87%) Azure Monitor
12 39 (11.68%) Amazon EKS
13 38 (11.38%) Entra ID
14 35 (10.48%) Amazon S3
14 35 (10.48%) Azure AKS
15 33 (9.88%) SaaS
16 22 (6.59%) AWS Step Functions
17 20 (5.99%) Azure Data Factory
18 19 (5.69%) Cloud Run
19 18 (5.39%) Azure Logic Apps
Communications & Networking
1 17 (5.09%) Firewall
2 11 (3.29%) VPN
3 9 (2.69%) Network Security
4 8 (2.40%) DNS
5 7 (2.10%) WAN
6 6 (1.80%) TCP/IP
7 4 (1.20%) HTTP
7 4 (1.20%) Intrusion Detection
8 2 (0.60%) DSL
9 1 (0.30%) Broadband
Database & Business Intelligence
1 43 (12.87%) NoSQL
2 40 (11.98%) SQL Server
3 23 (6.89%) BigQuery
4 22 (6.59%) DynamoDB
5 20 (5.99%) PostgreSQL
6 15 (4.49%) Amazon RDS
7 10 (2.99%) Flink
8 9 (2.69%) Azure SQL Database
8 9 (2.69%) Data Warehouse
9 7 (2.10%) Pinecone
10 6 (1.80%) Amazon Redshift
10 6 (1.80%) Power BI
10 6 (1.80%) Tableau
11 5 (1.50%) Looker
11 5 (1.50%) Metadata
11 5 (1.50%) MongoDB
12 4 (1.20%) Elasticsearch
12 4 (1.20%) Weaviate
13 3 (0.90%) Redis
13 3 (0.90%) Relational Database
Development Applications
1 122 (36.53%) Jenkins
2 78 (23.35%) Git
3 40 (11.98%) GitLab
4 14 (4.19%) JIRA
5 10 (2.99%) TeamCity
6 9 (2.69%) Bitbucket
7 8 (2.40%) Subversion
8 7 (2.10%) CircleCI
8 7 (2.10%) Cypress.io
9 5 (1.50%) Selenium
10 4 (1.20%) JMeter
10 4 (1.20%) REST Assured
11 3 (0.90%) Cucumber
11 3 (0.90%) JUnit
11 3 (0.90%) NUnit
11 3 (0.90%) Postman
12 2 (0.60%) Atlassian Bamboo
12 2 (0.60%) MSTest
12 2 (0.60%) SpecFlow
12 2 (0.60%) TestNG
General
1 113 (33.83%) Social Skills
2 110 (32.93%) Finance
3 27 (8.08%) Telecoms
4 22 (6.59%) Analytical Skills
5 20 (5.99%) Banking
5 20 (5.99%) Public Sector
6 14 (4.19%) Manufacturing
7 13 (3.89%) Retail
8 12 (3.59%) Front Office
9 11 (3.29%) Law
9 11 (3.29%) Pharmaceutical
10 10 (2.99%) Marketing
11 8 (2.40%) Back Office
12 6 (1.80%) Electronics
13 4 (1.20%) Financial Institution
14 3 (0.90%) Billing
14 3 (0.90%) Investment Banking
14 3 (0.90%) Organisational Skills
15 2 (0.60%) Advertising
15 2 (0.60%) Games
Job Titles
1 75 (22.46%) DevOps Engineer
2 71 (21.26%) Senior
3 56 (16.77%) Developer
4 47 (14.07%) Lead
5 36 (10.78%) Platform Engineer
6 34 (10.18%) Cloud Engineer
7 30 (8.98%) .NET Developer
8 21 (6.29%) Azure Engineer
9 18 (5.39%) Full-Stack Engineer
10 17 (5.09%) Senior DevOps
11 16 (4.79%) AWS Engineer
11 16 (4.79%) Security Engineer
12 15 (4.49%) GCP Engineer
13 14 (4.19%) AWS DevOps
13 14 (4.19%) Azure Developer
13 14 (4.19%) Development Engineer
13 14 (4.19%) GCP DevOps
13 14 (4.19%) GCP DevOps Engineer
13 14 (4.19%) Software Engineer
14 13 (3.89%) Lead .NET Developer
Libraries, Frameworks & Software Standards
1 72 (21.56%) .NET
2 65 (19.46%) React
3 56 (16.77%) RESTful
4 35 (10.48%) Node.js
5 23 (6.89%) OAuth
6 22 (6.59%) .NET Core
6 22 (6.59%) ASP.NET
6 22 (6.59%) YAML
7 21 (6.29%) ADO
7 21 (6.29%) AWS CDK
7 21 (6.29%) JSON
8 19 (5.69%) ARM Templates
9 18 (5.39%) REST
10 17 (5.09%) .NET Framework
10 17 (5.09%) Blazor
10 17 (5.09%) Elastic Stack
10 17 (5.09%) Kafka
11 16 (4.79%) OAuth2
12 15 (4.49%) ASP.NET Web Forms
13 14 (4.19%) ASP.NET Web API
Miscellaneous
1 75 (22.46%) Cloud Native
2 25 (7.49%) Onboarding
3 23 (6.89%) Product Ownership
4 18 (5.39%) Distributed Systems
5 11 (3.29%) Self-Motivation
6 10 (2.99%) Linux Command Line
7 6 (1.80%) Fixed Income
8 5 (1.50%) Security Posture
9 4 (1.20%) AI Agents
9 4 (1.20%) Blog
9 4 (1.20%) Data Centre
9 4 (1.20%) Greenfield Project
9 4 (1.20%) Hackathon
10 3 (0.90%) Enterprise Cloud
10 3 (0.90%) Mobile App
11 2 (0.60%) Analytical Mindset
11 2 (0.60%) Data Structures
11 2 (0.60%) Driving Licence
11 2 (0.60%) Genomics
11 2 (0.60%) Legacy Systems
Operating Systems
1 43 (12.87%) Linux
2 19 (5.69%) Windows
3 14 (4.19%) VMS
4 5 (1.50%) Unix
5 4 (1.20%) Windows Server
6 3 (0.90%) SUSE
7 2 (0.60%) Apple iOS
8 1 (0.30%) Android
8 1 (0.30%) Ubuntu
Processes & Methodologies
1 304 (91.02%) CI/CD
2 268 (80.24%) DevOps
3 171 (51.20%) Infrastructure as Code
4 130 (38.92%) Containerisation
5 103 (30.84%) Agile
6 96 (28.74%) Problem-Solving
7 94 (28.14%) Observability
8 84 (25.15%) Continuous Improvement
9 72 (21.56%) Test Automation
10 57 (17.07%) AI
11 55 (16.47%) Platform Engineering
12 54 (16.17%) Incident Response
12 54 (16.17%) Microservices
13 53 (15.87%) RBAC
14 52 (15.57%) Deployment Automation
15 50 (14.97%) Analytics
16 48 (14.37%) Cloud Security
16 48 (14.37%) Site Reliability Engineering
17 47 (14.07%) Software Engineering
18 45 (13.47%) Full-Stack Development
Programming Languages
1 171 (51.20%) Python
2 94 (28.14%) Bash
3 81 (24.25%) SQL
4 69 (20.66%) PowerShell
5 60 (17.96%) Bicep
6 55 (16.47%) JavaScript
7 53 (15.87%) TypeScript
8 32 (9.58%) C#
8 32 (9.58%) Java
9 26 (7.78%) Go
10 7 (2.10%) Kusto Query Language
11 4 (1.20%) Data Analysis Expressions
11 4 (1.20%) Ruby
11 4 (1.20%) T-SQL
12 3 (0.90%) C++
12 3 (0.90%) Kotlin
13 2 (0.60%) Objective-C
13 2 (0.60%) Rust
13 2 (0.60%) Swift
14 1 (0.30%) Apex Code
Qualifications
1 49 (14.67%) Degree
2 40 (11.98%) Computer Science Degree
3 35 (10.48%) Security Cleared
4 33 (9.88%) AWS Certification
5 30 (8.98%) SC Cleared
6 27 (8.08%) Azure Certification
7 17 (5.09%) Master's Degree
8 12 (3.59%) CISSP
8 12 (3.59%) CREST Certified
8 12 (3.59%) SANS
9 11 (3.29%) AWS Certified Developer
10 5 (1.50%) DV Cleared
10 5 (1.50%) Microsoft Certification
11 3 (0.90%) AWS Certified Solutions Architect
11 3 (0.90%) CCNA
11 3 (0.90%) Cisco Certification
12 2 (0.60%) AWS Certified DevOps Engineer
12 2 (0.60%) BPSS Clearance
12 2 (0.60%) OSCP
12 2 (0.60%) SnowPro
Quality Assurance & Compliance
1 41 (12.28%) QA
2 36 (10.78%) GDPR
3 25 (7.49%) ISO/IEC 27001
4 14 (4.19%) Accessibility
5 13 (3.89%) SOC 2
6 8 (2.40%) Cyber Essentials
6 8 (2.40%) Cyber Essentials PLUS
7 5 (1.50%) PCI DSS
8 4 (1.20%) Data Quality
8 4 (1.20%) GRC
8 4 (1.20%) SLA
9 2 (0.60%) ECSS
9 2 (0.60%) HIPAA
9 2 (0.60%) NIST
System Software
1 158 (47.31%) Docker
2 38 (11.38%) Active Directory
3 13 (3.89%) Virtual Machines
4 7 (2.10%) VMware Infrastructure
5 4 (1.20%) vSphere
Systems Management
1 203 (60.78%) Terraform
2 168 (50.30%) Kubernetes
3 65 (19.46%) Grafana
3 65 (19.46%) Prometheus
4 47 (14.07%) Ansible
5 24 (7.19%) Argo
6 9 (2.69%) Single Sign-On
7 4 (1.20%) Cilium
7 4 (1.20%) logstash
7 4 (1.20%) Progress Chef
8 3 (0.90%) Rancher
9 2 (0.60%) Control-M
10 1 (0.30%) Icinga
10 1 (0.30%) Kubeflow
10 1 (0.30%) Nagios
10 1 (0.30%) Puppet
Vendors
1 69 (20.66%) Microsoft
2 27 (8.08%) Google
3 14 (4.19%) Ab Initio
3 14 (4.19%) OpenAI
4 12 (3.59%) VMware
5 11 (3.29%) Salesforce
6 8 (2.40%) Atlassian
7 7 (2.10%) Palo Alto
7 7 (2.10%) Zscaler
8 6 (1.80%) Databricks
8 6 (1.80%) LogicMonitor
8 6 (1.80%) SAP
8 6 (1.80%) Splunk
9 5 (1.50%) HubSpot
9 5 (1.50%) SolarWinds
10 4 (1.20%) Alteryx
10 4 (1.20%) Talend
10 4 (1.20%) Zoho
11 3 (0.90%) AppDynamics
11 3 (0.90%) Dynatrace