GitHub Actions Contract Job Trends

GitHub Actions
UK

The table below provides summary statistics and contractor rates for jobs requiring GitHub Actions skills. It covers contract job vacancies from the 6 months leading up to 17 March 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Mar 2026
Same period 2025 Same period 2024
Rank 150 309 403
Rank change year-on-year +159 +94 +95
Contract jobs citing GitHub Actions 795 225 187
As % of all contract jobs in the UK 1.84% 0.77% 0.42%
As % of the Cloud Services category 4.94% 2.02% 1.29%
Number of daily rates quoted 587 168 142
10th Percentile £360 £413 £400
25th Percentile £409 £475 £463
Median daily rate (50th Percentile) £500 £550 £525
Median % change year-on-year -9.09% +4.76% -12.50%
75th Percentile £600 £640 £638
90th Percentile £675 £799 £686
UK excluding London median daily rate £476 £500 £509
% change year-on-year -4.75% -1.72% -7.55%
Number of hourly rates quoted 4 3 4
10th Percentile £38.30 - -
25th Percentile £43.25 £25.25 £31.25
Median hourly rate £60.00 £25.50 £32.50
Median % change year-on-year +135.29% -21.54% -7.14%
75th Percentile £74.00 £26.63 £37.88
90th Percentile - £27.15 £45.30
UK excluding London median hourly rate £74.00 - -

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 contract job vacancies requiring cloud computing skills.

Contract vacancies with a requirement for cloud computing skills 16,091 11,150 14,509
As % of all contract IT jobs advertised in the UK 37.27% 37.97% 32.61%
Number of daily rates quoted 10,986 7,737 10,304
10th Percentile £313 £313 £288
25th Percentile £410 £413 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £600 £630 £633
90th Percentile £700 £725 £725
UK excluding London median daily rate £475 £488 £488
% change year-on-year -2.56% - -3.47%
Number of hourly rates quoted 442 200 356
10th Percentile £15.50 £15.25 £14.00
25th Percentile £20.84 £19.79 £16.06
Median hourly rate £37.50 £25.50 £21.37
Median % change year-on-year +47.06% +19.33% -14.52%
75th Percentile £61.81 £43.10 £43.75
90th Percentile £81.00 £76.34 £62.50
UK excluding London median hourly rate £43.15 £23.00 £17.80
% change year-on-year +87.60% +29.21% -19.38%

GitHub Actions
Job Vacancy Trend

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

GitHub Actions job vacancy trend in the UK

GitHub Actions
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing GitHub Actions.

Contractor daily rate distribution trend for jobs in the UK citing GitHub Actions

GitHub Actions
Daily Rate Histogram

Daily rate distribution for jobs citing GitHub Actions over the 6 months to 17 March 2026.

Daily rate histogram for GitHub Actions in the UK

GitHub Actions
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing GitHub Actions.

Contractor hourly rate distribution trend for jobs in the UK citing GitHub Actions

GitHub Actions
Hourly Rate Histogram

Hourly rate distribution of jobs citing GitHub Actions over the 6 months to 17 March 2026.

Hourly rate histogram for GitHub Actions in the UK

GitHub Actions
Top 16 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing GitHub Actions within the UK over the 6 months to 17 March 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +146 641 £520 -5.45% 225
London +99 361 £525 -8.70% 89
UK excluding London +100 272 £476 -4.75% 168
Work from Home +104 250 £500 -9.09% 113
North of England +2 92 £500 +5.26% 51
South East +15 64 £433 -26.07% 48
Midlands +6 62 £500 +11.11% 16
West Midlands -18 47 £525 +16.67% 8
Yorkshire -18 40 £475 +7.95% 21
North West -11 39 £525 +7.75% 22
South West +5 32 £513 -12.77% 25
Scotland +21 19 £425 -11.69% 9
East Midlands - 15 £402 - 8
North East +1 13 £545 +50.34% 8
Wales -5 7 £509 -7.45% 6
East of England - 4 £600 - 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 40 (5.03%) Apache Airflow
2 33 (4.15%) Confluence
3 25 (3.14%) Apache Spark
4 23 (2.89%) SharePoint
5 16 (2.01%) Microsoft Exchange
6 14 (1.76%) Apache
7 9 (1.13%) OpenStack
8 2 (0.25%) WebLogic
8 2 (0.25%) WebSphere
9 1 (0.13%) Adobe Experience Manager
9 1 (0.13%) Apache Superset
9 1 (0.13%) Appian
9 1 (0.13%) CMS
9 1 (0.13%) IIS
9 1 (0.13%) nginx
9 1 (0.13%) Palantir Foundry
9 1 (0.13%) Sitecore CMS
Applications
1 14 (1.76%) Microsoft Excel
2 7 (0.88%) Microsoft Office
3 6 (0.75%) Microsoft PowerPoint
4 2 (0.25%) Chatbot
4 2 (0.25%) PlantUML
Business Applications
1 3 (0.38%) SAP BPC
2 2 (0.25%) Findur
2 2 (0.25%) Oracle EBS
3 1 (0.13%) NetSuite
Cloud Services
1 795 (100.00%) GitHub
2 432 (54.34%) AWS
3 426 (53.58%) Azure
4 258 (32.45%) Azure DevOps
5 183 (23.02%) Serverless
6 130 (16.35%) AWS Lambda
7 129 (16.23%) GCP
8 123 (15.47%) AWS CloudFormation
9 118 (14.84%) Amazon EKS
10 102 (12.83%) Amazon S3
11 95 (11.95%) Amazon ECS
12 94 (11.82%) Amazon CloudWatch
13 77 (9.69%) Azure Monitor
14 76 (9.56%) Azure AKS
15 62 (7.80%) Amazon EC2
16 57 (7.17%) AWS CodePipeline
16 57 (7.17%) Azure Key Vault
17 55 (6.92%) Entra ID
18 51 (6.42%) Azure Service Bus
19 49 (6.16%) Azure Data Factory
Communications & Networking
1 38 (4.78%) Firewall
2 30 (3.77%) Network Security
3 23 (2.89%) DNS
4 18 (2.26%) HTTP
5 11 (1.38%) VPN
6 6 (0.75%) Reverse Proxy
7 5 (0.63%) DSL
8 4 (0.50%) SSL
9 3 (0.38%) Kerberos
9 3 (0.38%) TCP/IP
10 2 (0.25%) Internet
11 1 (0.13%) BGP
11 1 (0.13%) HTTPS
11 1 (0.13%) NAS
11 1 (0.13%) Remote Desktop
11 1 (0.13%) SAN
11 1 (0.13%) WireGuard
Database & Business Intelligence
1 104 (13.08%) PostgreSQL
2 56 (7.04%) Amazon RDS
3 53 (6.67%) NoSQL
4 40 (5.03%) Azure SQL Database
4 40 (5.03%) Data Lake
5 39 (4.91%) MongoDB
6 37 (4.65%) DynamoDB
7 36 (4.53%) SQL Server
8 34 (4.28%) Redis
9 30 (3.77%) Delta Lake
10 29 (3.65%) Power BI
11 27 (3.40%) Relational Database
12 25 (3.14%) MySQL
13 18 (2.26%) Amazon Aurora
13 18 (2.26%) Big Data
14 15 (1.89%) Amazon Redshift
15 14 (1.76%) BigQuery
16 13 (1.64%) Amazon Athena
17 12 (1.51%) Apache Cassandra
18 10 (1.26%) Parquet
Development Applications
1 313 (39.37%) Jenkins
2 203 (25.53%) GitLab
3 147 (18.49%) Git
4 67 (8.43%) JIRA
5 66 (8.30%) JUnit
6 48 (6.04%) Cucumber
7 40 (5.03%) Postman
8 39 (4.91%) Selenium
9 35 (4.40%) Cypress.io
9 35 (4.40%) JMeter
10 33 (4.15%) CircleCI
11 22 (2.77%) MLflow
12 21 (2.64%) Gradle
13 20 (2.52%) REST Assured
14 19 (2.39%) Mockito
15 17 (2.14%) SonarQube
15 17 (2.14%) Sonatype Nexus
16 16 (2.01%) Maven
17 15 (1.89%) Gatling
17 15 (1.89%) WebDriver
General
1 173 (21.76%) Social Skills
2 120 (15.09%) Public Sector
3 89 (11.19%) Finance
4 64 (8.05%) Analytical Skills
5 36 (4.53%) Banking
6 20 (2.52%) Inclusion and Diversity
7 15 (1.89%) Documentation Skills
8 14 (1.76%) Retail
9 11 (1.38%) Front Office
10 9 (1.13%) Billing
10 9 (1.13%) Military
11 7 (0.88%) Presentation Skills
12 6 (0.75%) Telecoms
13 5 (0.63%) Investment Banking
13 5 (0.63%) Law
13 5 (0.63%) Legal
13 5 (0.63%) Marketing
13 5 (0.63%) Organisational Skills
14 3 (0.38%) Games
14 3 (0.38%) Manufacturing
Job Titles
1 182 (22.89%) Developer
2 135 (16.98%) DevOps Engineer
3 111 (13.96%) Senior
4 78 (9.81%) Lead
5 69 (8.68%) AWS Engineer
6 67 (8.43%) Cloud Engineer
7 60 (7.55%) Platform Engineer
8 52 (6.54%) Architect
9 51 (6.42%) Data Engineer
10 42 (5.28%) Azure Engineer
11 41 (5.16%) Site Reliability Engineer
12 37 (4.65%) Java Developer
13 36 (4.53%) AWS DevOps
13 36 (4.53%) Full-Stack Developer
14 35 (4.40%) Cloud Platform Engineer
15 33 (4.15%) AWS DevOps Engineer
15 33 (4.15%) Tester
16 29 (3.65%) Software Engineer
17 26 (3.27%) Azure Developer
18 24 (3.02%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 149 (18.74%) REST
2 119 (14.97%) Kafka
3 94 (11.82%) .NET
4 93 (11.70%) Node.js
5 85 (10.69%) React
6 83 (10.44%) Spring
7 68 (8.55%) RESTful
7 68 (8.55%) Spring Boot
8 57 (7.17%) Playwright
9 52 (6.54%) OAuth
10 44 (5.53%) Elastic Stack
11 43 (5.41%) JSON
12 39 (4.91%) PySpark
13 37 (4.65%) OAuth2
14 36 (4.53%) GraphQL
15 35 (4.40%) AngularJS
16 34 (4.28%) Jest
17 33 (4.15%) CSS
18 32 (4.03%) .NET Core
19 27 (3.40%) AWS CDK
Miscellaneous
1 157 (19.75%) Cloud Native
2 52 (6.54%) Distributed Systems
3 50 (6.29%) Product Ownership
4 15 (1.89%) Self-Motivation
4 15 (1.89%) Virtual Team
5 13 (1.64%) AI Agents
6 12 (1.51%) Distributed Architecture
7 11 (1.38%) Hybrid Cloud
7 11 (1.38%) Mobile App
8 10 (1.26%) Data Protection Act
8 10 (1.26%) Public Cloud
9 9 (1.13%) NHS
9 9 (1.13%) Security Posture
10 8 (1.01%) Onboarding
11 7 (0.88%) Algorithms
11 7 (0.88%) Data Centre
11 7 (0.88%) Fixed Income
11 7 (0.88%) Legacy Code
12 6 (0.75%) Linux Command Line
12 6 (0.75%) Private Cloud
Operating Systems
1 92 (11.57%) Linux
2 24 (3.02%) Windows
3 15 (1.89%) Android
4 14 (1.76%) VMS
5 11 (1.38%) Apple iOS
6 9 (1.13%) Unix
7 4 (0.50%) Windows Server
8 2 (0.25%) Red Hat Enterprise Linux
8 2 (0.25%) Ubuntu
9 1 (0.13%) Alpine Linux
9 1 (0.13%) Amazon Linux
Processes & Methodologies
1 700 (88.05%) CI/CD
2 503 (63.27%) DevOps
3 378 (47.55%) Infrastructure as Code
4 285 (35.85%) Containerisation
5 272 (34.21%) Agile
6 237 (29.81%) Observability
7 190 (23.90%) Test Automation
8 177 (22.26%) Microservices
9 140 (17.61%) Problem-Solving
10 126 (15.85%) Analytics
11 125 (15.72%) Platform Engineering
12 121 (15.22%) AI
13 112 (14.09%) Continuous Improvement
14 81 (10.19%) Data Engineering
15 77 (9.69%) Software Engineering
16 76 (9.56%) Full-Stack Development
16 76 (9.56%) Site Reliability Engineering
17 75 (9.43%) Data Pipeline
18 74 (9.31%) Migration
19 73 (9.18%) DevSecOps
Programming Languages
1 344 (43.27%) Python
2 191 (24.03%) SQL
3 148 (18.62%) Java
4 106 (13.33%) Bash
5 100 (12.58%) C#
6 98 (12.33%) JavaScript
7 93 (11.70%) TypeScript
8 90 (11.32%) PowerShell
9 64 (8.05%) Bicep
10 56 (7.04%) Go
11 24 (3.02%) Shell Script
12 21 (2.64%) Kusto Query Language
13 19 (2.39%) Ruby
14 13 (1.64%) Kotlin
15 12 (1.51%) Scala
16 8 (1.01%) Swift
17 7 (0.88%) JSX
17 7 (0.88%) PHP
17 7 (0.88%) XPath
18 6 (0.75%) Groovy
Qualifications
1 246 (30.94%) Security Cleared
2 198 (24.91%) SC Cleared
3 41 (5.16%) AWS Certification
4 34 (4.28%) Azure Certification
5 33 (4.15%) Degree
6 31 (3.90%) BPSS Clearance
7 28 (3.52%) DV Cleared
8 22 (2.77%) Computer Science Degree
9 12 (1.51%) AWS Certified DevOps Engineer
9 12 (1.51%) Master's Degree
10 11 (1.38%) AWS Certified Solutions Architect
11 9 (1.13%) CTC Cleared
12 8 (1.01%) Microsoft Certification
13 6 (0.75%) ISTQB
14 4 (0.50%) CISSP
14 4 (0.50%) TOGAF Certification
15 3 (0.38%) CISM
15 3 (0.38%) ITIL Certification
16 2 (0.25%) AWS Certified Cloud Practitioner
16 2 (0.25%) SAFe Agilist
Quality Assurance & Compliance
1 83 (10.44%) QA
2 30 (3.77%) Accessibility
3 28 (3.52%) Data Quality
4 15 (1.89%) ISO/IEC 27001
5 14 (1.76%) WCAG
6 13 (1.64%) GDPR
7 12 (1.51%) NIST
8 11 (1.38%) NCSC
9 10 (1.26%) PCI DSS
10 6 (0.75%) SOC 2
11 4 (0.50%) SLA
12 3 (0.38%) Def Stans
12 3 (0.38%) GRC
13 2 (0.25%) FedRAMP
13 2 (0.25%) HIPAA
13 2 (0.25%) ISO 20022
13 2 (0.25%) ISO 8583
13 2 (0.25%) PSD2
13 2 (0.25%) SEPA
14 1 (0.13%) Actionable Recommendations
System Software
1 313 (39.37%) Docker
2 24 (3.02%) Virtual Machines
3 23 (2.89%) Active Directory
4 5 (0.63%) VMware Infrastructure
5 3 (0.38%) HDFS
6 1 (0.13%) Hyper-V
Systems Management
1 438 (55.09%) Terraform
2 354 (44.53%) Kubernetes
3 137 (17.23%) Grafana
4 118 (14.84%) Prometheus
5 86 (10.82%) Ansible
6 51 (6.42%) Argo
7 31 (3.90%) Istio
8 18 (2.26%) Progress Chef
9 10 (1.26%) Single Sign-On
10 9 (1.13%) linkerd
10 9 (1.13%) Puppet
11 7 (0.88%) Podman
12 5 (0.63%) Kibana
13 4 (0.50%) Kubeflow
14 3 (0.38%) Karpenter
15 2 (0.25%) Opsgenie
15 2 (0.25%) Packer
15 2 (0.25%) Rancher
16 1 (0.13%) HP ALM
16 1 (0.13%) HP Fortify
Vendors
1 146 (18.36%) Microsoft
2 76 (9.56%) Databricks
3 40 (5.03%) Google
4 31 (3.90%) Splunk
5 23 (2.89%) OpenAI
6 20 (2.52%) VMware
7 15 (1.89%) Dynatrace
8 14 (1.76%) Oracle
8 14 (1.76%) SAP
9 9 (1.13%) New Relic
9 9 (1.13%) Red Hat
9 9 (1.13%) ServiceNow
10 8 (1.01%) Salesforce
11 7 (0.88%) Atlassian
11 7 (0.88%) Cloudera
12 6 (0.75%) Confluent
13 5 (0.63%) Checkmarx
14 4 (0.50%) Black Duck
14 4 (0.50%) Cribl.io
14 4 (0.50%) Tenable