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 28 September 2026, with comparisons to the same periods in the previous two years.

6 months to
28 Sep 2026
Same period 2025 Same period 2024
Rank 407 446 518
Rank change year-on-year +39 +72 -25
Permanent jobs citing GitHub Actions 481 242 280
As % of all permanent jobs in the UK 0.41% 0.49% 0.37%
As % of the Cloud Services category 1.76% 1.56% 1.16%
Number of salaries quoted 320 190 217
10th Percentile £46,250 £50,500 -
25th Percentile £56,250 £60,000 £48,250
Median annual salary (50th Percentile) £66,750 £72,500 £65,000
Median % change year-on-year -7.93% +11.54% -18.37%
75th Percentile £80,000 £85,000 £72,000
90th Percentile £96,250 £96,500 £83,500
UK excluding London median annual salary £65,000 £65,000 £65,000

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 27,320 15,472 24,177
As % of all permanent jobs advertised in the UK 23.26% 31.37% 31.87%
Number of salaries quoted 18,572 10,431 14,953
10th Percentile £31,250 £29,500 £35,000
25th Percentile £43,750 £38,750 £46,250
Median annual salary (50th Percentile) £62,500 £60,000 £62,500
Median % change year-on-year +4.17% -4.00% -
75th Percentile £85,000 £80,000 £82,500
90th Percentile £100,000 £100,000 £102,500
UK excluding London median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% -

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 28 September 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 28 September 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 +51 418 £67,500 -6.90% 527
UK excluding London +6 269 £65,000 - 202
London +8 159 £78,750 +1.61% 340
Work from Home -8 131 £71,371 +1.96% 261
North of England +38 126 £65,000 - 67
Yorkshire +19 59 £67,500 -1.46% 24
South East -18 59 £65,000 -13.33% 40
North West 0 45 £65,500 +0.77% 33
Midlands -30 31 £65,000 +20.37% 22
Wales -44 24 £60,000 +2.13% 11
North East -46 22 £57,500 -11.54% 10
West Midlands -26 21 £65,000 -3.70% 10
South West -76 20 £61,250 +2.08% 27
East Midlands -28 10 £65,000 +22.07% 12
East of England -30 5 £87,500 +29.63% 14
Scotland -7 4 £65,000 -18.75% 7

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 12 (2.49%) Apache
2 10 (2.08%) Apache Spark
2 10 (2.08%) Confluence
3 8 (1.66%) Apache Airflow
4 5 (1.04%) CICS
4 5 (1.04%) Microsoft Exchange
5 4 (0.83%) CMS
6 3 (0.62%) IIS
7 2 (0.42%) Apache Solr
7 2 (0.42%) Headless CMS
7 2 (0.42%) nginx
Applications
1 2 (0.42%) Microsoft Office
2 1 (0.21%) Chatbot
Business Applications
1 6 (1.25%) Payment Gateway
2 1 (0.21%) Dynamics CRM
2 1 (0.21%) SAP S/4HANA
Cloud Services
1 481 (100.00%) GitHub
2 307 (63.83%) AWS
3 264 (54.89%) Azure
4 125 (25.99%) Azure DevOps
5 96 (19.96%) GCP
6 88 (18.30%) Serverless
7 86 (17.88%) AWS CloudFormation
8 71 (14.76%) AWS Lambda
9 66 (13.72%) Amazon ECS
10 64 (13.31%) Amazon S3
11 49 (10.19%) Datadog
12 47 (9.77%) Amazon CloudWatch
13 45 (9.36%) Amazon EC2
14 39 (8.11%) Azure Monitor
15 34 (7.07%) Amazon OpenSearch
15 34 (7.07%) Azure Key Vault
16 31 (6.44%) Amazon EKS
17 30 (6.24%) Azure AKS
18 24 (4.99%) SaaS
19 19 (3.95%) Anthropic Claude
Communications & Networking
1 24 (4.99%) Firewall
1 24 (4.99%) VPN
2 15 (3.12%) DMARC
3 12 (2.49%) Network Security
4 11 (2.29%) DNS
5 5 (1.04%) HTTP
5 5 (1.04%) SAN
6 4 (0.83%) SSH
6 4 (0.83%) TCP/IP
7 3 (0.62%) BGP
7 3 (0.62%) SSL
7 3 (0.62%) WAN
8 2 (0.42%) VLAN
9 1 (0.21%) DHCP
9 1 (0.21%) Internet
9 1 (0.21%) Unified Communications
9 1 (0.21%) X.509
Database & Business Intelligence
1 69 (14.35%) PostgreSQL
2 41 (8.52%) DynamoDB
3 40 (8.32%) Relational Database
4 29 (6.03%) Amazon RDS
5 28 (5.82%) SQL Server
6 27 (5.61%) NoSQL
7 21 (4.37%) Amazon Athena
8 20 (4.16%) Redis
9 17 (3.53%) MongoDB
9 17 (3.53%) MySQL
10 14 (2.91%) Data Warehouse
10 14 (2.91%) Delta Lake
11 13 (2.70%) Elasticsearch
12 10 (2.08%) Power BI
13 9 (1.87%) Data Lake
14 7 (1.46%) Amazon Aurora
14 7 (1.46%) Apache Iceberg
14 7 (1.46%) BigQuery
15 5 (1.04%) Azure SQL Database
15 5 (1.04%) Db2
Development Applications
1 188 (39.09%) Jenkins
2 95 (19.75%) Git
3 80 (16.63%) GitLab
4 34 (7.07%) JIRA
5 31 (6.44%) Cypress.io
6 24 (4.99%) Postman
7 19 (3.95%) Selenium
8 12 (2.49%) JUnit
8 12 (2.49%) REST Assured
9 11 (2.29%) Gatling
9 11 (2.29%) JMeter
10 10 (2.08%) Crashlytics
10 10 (2.08%) TeamCity
11 9 (1.87%) Gradle
11 9 (1.87%) Newman
12 8 (1.66%) NUnit
13 7 (1.46%) Cucumber
14 6 (1.25%) Claude Code
14 6 (1.25%) fastlane
14 6 (1.25%) Zephyr
General
1 164 (34.10%) Social Skills
2 86 (17.88%) Finance
3 67 (13.93%) Public Sector
4 45 (9.36%) Inclusion and Diversity
5 33 (6.86%) Analytical Skills
6 25 (5.20%) Banking
7 21 (4.37%) Retail
8 11 (2.29%) Law
8 11 (2.29%) Manufacturing
9 9 (1.87%) Marketing
10 5 (1.04%) Legal
11 4 (0.83%) Automotive
12 3 (0.62%) Digital Healthcare
12 3 (0.62%) Documentation Skills
12 3 (0.62%) Games
12 3 (0.62%) Local Government
12 3 (0.62%) Military
13 2 (0.42%) Influencing Skills
13 2 (0.42%) Investment Banking
13 2 (0.42%) Tech for Good
Job Titles
1 134 (27.86%) Senior
2 112 (23.28%) Developer
3 72 (14.97%) Platform Engineer
4 64 (13.31%) Lead
5 62 (12.89%) DevOps Engineer
6 39 (8.11%) Cloud Engineer
7 33 (6.86%) Senior Developer
7 33 (6.86%) Software Engineer
8 29 (6.03%) Full-Stack Developer
9 28 (5.82%) Java Developer
10 27 (5.61%) Senior Platform Engineer
11 26 (5.41%) Azure Engineer
11 26 (5.41%) Data Engineer
12 25 (5.20%) Cloud Platform Engineer
13 23 (4.78%) Senior Data Engineer
14 22 (4.57%) Architect
14 22 (4.57%) Security Engineer
14 22 (4.57%) Software Developer
15 20 (4.16%) AWS Engineer
16 19 (3.95%) Automation Engineer
Libraries, Frameworks & Software Standards
1 254 (52.81%) Terraform
2 111 (23.08%) Node.js
3 79 (16.42%) React
4 75 (15.59%) Spring Boot
5 71 (14.76%) .NET
6 67 (13.93%) Spring
7 62 (12.89%) RESTful
8 61 (12.68%) REST
9 49 (10.19%) CSS
10 41 (8.52%) AngularJS
11 37 (7.69%) Playwright
12 35 (7.28%) HTML
13 31 (6.44%) OAuth
13 31 (6.44%) OAuth2
14 28 (5.82%) Jest
15 27 (5.61%) GraphQL
16 26 (5.41%) Ruby on Rails
16 26 (5.41%) YAML
17 25 (5.20%) Web Services
18 24 (4.99%) Kafka
Miscellaneous
1 134 (27.86%) Cloud Native
2 38 (7.90%) Distributed Systems
3 31 (6.44%) Product Ownership
4 27 (5.61%) Mainframe
5 22 (4.57%) Onboarding
6 18 (3.74%) Legacy Applications
7 17 (3.53%) Hybrid Cloud
7 17 (3.53%) Legacy Systems
8 15 (3.12%) Blog
8 15 (3.12%) Enterprise Software
8 15 (3.12%) Mobile App
9 14 (2.91%) Linux Command Line
9 14 (2.91%) Private Cloud
9 14 (2.91%) Self-Motivation
10 11 (2.29%) PKI
11 10 (2.08%) AI Agents
11 10 (2.08%) Security Posture
12 9 (1.87%) Digital Wallet
13 8 (1.66%) Enterprise Cloud
13 8 (1.66%) Greenfield Project
Operating Systems
1 79 (16.42%) Linux
2 16 (3.33%) Windows
3 11 (2.29%) Android
3 11 (2.29%) Apple iOS
4 8 (1.66%) Unix
5 5 (1.04%) Windows Server
6 4 (0.83%) Ubuntu
7 3 (0.62%) AIX
7 3 (0.62%) Debian
7 3 (0.62%) Robot Operating System
8 2 (0.42%) Embedded Linux
8 2 (0.42%) Red Hat Enterprise Linux
9 1 (0.21%) OpenWrt
9 1 (0.21%) VMS
Processes & Methodologies
1 460 (95.63%) CI/CD
2 302 (62.79%) DevOps
3 252 (52.39%) Infrastructure as Code
4 168 (34.93%) Containerisation
5 143 (29.73%) Agile
6 135 (28.07%) Observability
7 134 (27.86%) AI
8 124 (25.78%) Software Engineering
9 116 (24.12%) Test Automation
10 113 (23.49%) Problem-Solving
11 110 (22.87%) Platform Engineering
12 93 (19.33%) Continuous Improvement
13 85 (17.67%) Microservices
14 84 (17.46%) Mentoring
15 80 (16.63%) Analytics
16 71 (14.76%) Clean Code
16 71 (14.76%) Cloud Security
17 62 (12.89%) Full-Stack Development
18 57 (11.85%) Event-Driven
19 55 (11.43%) Technical Leadership
Programming Languages
1 210 (43.66%) Python
2 120 (24.95%) Java
3 104 (21.62%) TypeScript
4 88 (18.30%) Bash
5 87 (18.09%) SQL
6 80 (16.63%) JavaScript
7 66 (13.72%) PowerShell
8 47 (9.77%) Go
9 39 (8.11%) Kotlin
10 36 (7.48%) C#
11 29 (6.03%) Bicep
12 28 (5.82%) Ruby
13 20 (4.16%) COBOL
13 20 (4.16%) Groovy
14 14 (2.91%) JCL
14 14 (2.91%) Scala
15 12 (2.49%) PHP
16 9 (1.87%) Swift
17 8 (1.66%) Rust
18 7 (1.46%) Shell Script
Qualifications
1 83 (17.26%) Security Cleared
2 61 (12.68%) SC Cleared
3 42 (8.73%) Degree
4 34 (7.07%) AWS Certification
5 30 (6.24%) Computer Science Degree
6 25 (5.20%) Azure Certification
7 16 (3.33%) AWS Certified Solutions Architect
8 11 (2.29%) DV Cleared
9 8 (1.66%) BPSS Clearance
10 7 (1.46%) AWS Certified Developer
10 7 (1.46%) TOGAF Certification
11 5 (1.04%) CISSP
11 5 (1.04%) ISTQB
11 5 (1.04%) Microsoft Certification
12 4 (0.83%) ISTQB Advanced Certification
12 4 (0.83%) Master's Degree
13 3 (0.62%) CISM
13 3 (0.62%) CompTIA Security+
13 3 (0.62%) OCP
13 3 (0.62%) Oracle Certification
Quality Assurance & Compliance
1 60 (12.47%) QA
2 36 (7.48%) Accessibility
3 24 (4.99%) WCAG
4 19 (3.95%) Data Quality
4 19 (3.95%) ISO/IEC 27001
5 13 (2.70%) SOC 2
6 9 (1.87%) GRC
7 8 (1.66%) GDPR
8 6 (1.25%) Government Security Classifications
8 6 (1.25%) NCSC
9 4 (0.83%) ISO 20022
9 4 (0.83%) NIST
10 3 (0.62%) Cyber Essentials
11 2 (0.42%) IFRS
11 2 (0.42%) IFRS 17
11 2 (0.42%) PERC
11 2 (0.42%) SLA
11 2 (0.42%) Solvency II
System Software
1 203 (42.20%) Docker
2 10 (2.08%) Active Directory
2 10 (2.08%) VMware Infrastructure
3 9 (1.87%) Virtual Machines
4 3 (0.62%) Firmware
5 2 (0.42%) Embedded Firmware
5 2 (0.42%) Hyper-V
6 1 (0.21%) QEMU
Systems Management
1 192 (39.92%) Kubernetes
2 71 (14.76%) Grafana
3 57 (11.85%) Prometheus
4 45 (9.36%) Ansible
5 24 (4.99%) Progress Chef
6 23 (4.78%) Argo
7 10 (2.08%) Cilium
8 8 (1.66%) Proxmox
9 7 (1.46%) Packer
10 6 (1.25%) logstash
11 4 (0.83%) Istio
12 3 (0.62%) HAProxy
13 2 (0.42%) Bugsnag
13 2 (0.42%) Puppet
13 2 (0.42%) Single Sign-On
14 1 (0.21%) linkerd
Vendors
1 55 (11.43%) Microsoft
2 25 (5.20%) Databricks
2 25 (5.20%) Google
3 24 (4.99%) VMware
4 17 (3.53%) OneLogin
5 15 (3.12%) New Relic
5 15 (3.12%) SendGrid
6 14 (2.91%) Splunk
7 13 (2.70%) Dynatrace
8 9 (1.87%) Broadcom
8 9 (1.87%) Oracle
9 7 (1.46%) Red Hat
10 6 (1.25%) OpenAI
11 5 (1.04%) Amplitude
11 5 (1.04%) Braze
12 3 (0.62%) NVIDIA
13 2 (0.42%) Foundry
13 2 (0.42%) Palo Alto
13 2 (0.42%) ServiceNow
13 2 (0.42%) Veeam