What GitHub Actions Developers Actually Do
GitHub Actions roles vary by company needs:
CI/CD Engineers
Build and maintain automation pipelines:
- Write workflow YAML files for testing, building, deploying
- Configure GitHub Actions runners (self-hosted or GitHub-hosted)
- Integrate with cloud providers (AWS, Azure, GCP)
- Set up deployment pipelines (staging, production)
- Manage secrets and environment variables
- Optimize workflow performance and costs
DevOps Engineers
Bridge development and operations:
- Enable developers to deploy via GitHub Actions
- Build reusable workflow templates
- Implement infrastructure provisioning via Actions
- Manage self-hosted runners for specialized workloads
- Handle workflow security and compliance
Platform Engineers
Build developer tooling:
- Create reusable GitHub Actions for teams
- Build custom actions for internal tools
- Design workflow patterns and standards
- Manage GitHub Actions at organization level
- Integrate Actions with internal platforms
Backend/Frontend Developers
Use GitHub Actions for their projects:
- Write workflows for their applications
- Set up automated testing and linting
- Configure deployment automation
- Use marketplace actions for common tasks
Many developers use GitHub Actions without it being their primary role.
Skill Levels
Level 1: GitHub Actions User
Can write basic workflows:
- Simple workflow files (on: push, pull_request)
- Basic job steps (run commands, use marketplace actions)
- Environment variables and secrets
- Simple conditional logic (if statements)
- Basic matrix builds
This is entry-level—fine for developers automating their own projects.
Level 2: GitHub Actions Practitioner
Can build production CI/CD pipelines:
- Complex workflow patterns (workflow_call, reusable workflows)
- Self-hosted runners configuration
- Advanced matrix strategies
- Workflow optimization (caching, parallelization)
- Security best practices (secrets management, least privilege)
- Integration with cloud providers and deployment tools
This is what most "GitHub Actions experience" job requirements mean.
Level 3: GitHub Actions Expert
Can architect CI/CD systems:
- Custom action development (JavaScript, Docker, composite)
- Organization-level workflow management
- Advanced workflow patterns and optimization
- Cost optimization (runner usage, workflow efficiency)
- Security hardening (OIDC, dependency scanning)
- Building reusable workflow libraries
This is senior DevOps/Platform Engineer territory.
Core GitHub Actions Concepts
Workflows
YAML files that define automation:
Workflow Structure:
- Triggers (on: push, pull_request, schedule, workflow_dispatch)
- Jobs (parallel execution units)
- Steps (individual commands or actions)
- Runners (GitHub-hosted or self-hosted)
Workflow Types:
- Push/Pull Request workflows (CI)
- Deployment workflows (CD)
- Scheduled workflows (cron jobs)
- Manual workflows (workflow_dispatch)
Good GitHub Actions developers understand workflow patterns and optimization.
Actions
Reusable workflow components:
Marketplace Actions:
- Pre-built actions for common tasks
- Examples: setup-node, checkout, deploy-to-aws
- Thousands available, easy to discover
Custom Actions:
- JavaScript actions (Node.js)
- Docker actions (containerized)
- Composite actions (shell scripts)
- Reusable across workflows
Expert GitHub Actions developers build custom actions for their teams.
Runners
Machines that execute workflows:
GitHub-Hosted Runners:
- Free for public repos, paid for private
- Pre-configured with common tools
- Limited customization
- Good for most use cases
Self-Hosted Runners:
- Your own infrastructure
- Full control and customization
- Better for specialized workloads
- Security considerations
Understanding runners is crucial for cost and performance optimization.
Secrets and Security
Managing sensitive data:
Secrets:
- Encrypted storage in GitHub
- Available as environment variables
- Repository, environment, or organization level
- Never exposed in logs
Security Best Practices:
- Use OIDC for cloud provider authentication
- Least privilege access
- Dependency scanning
- Workflow permissions
Security awareness is essential for production workflows.
Interview Focus Areas
Must Assess
- Workflow design - Can they structure workflows for maintainability and performance?
- Reusability - Do they understand reusable workflows and custom actions?
- Security - How do they handle secrets and authentication?
- Real-world experience - Have they built production CI/CD pipelines?
Common Mistakes
- Testing for YAML syntax vs. CI/CD understanding
- Focusing on marketplace actions vs. workflow architecture
- Not testing for security awareness
- Assuming tutorial experience = production expertise
GitHub Actions vs. Alternatives
GitHub Actions vs. Jenkins
GitHub Actions:
- Native GitHub integration
- YAML-based configuration
- Modern, cloud-native
- Easy to get started
- Growing rapidly
Jenkins:
- Mature, established ecosystem
- Extensive plugin library
- Self-hosted control
- More complex setup
- Legacy in many organizations
When to use GitHub Actions: New projects, GitHub-native workflows, modern CI/CD needs.
GitHub Actions vs. CircleCI
GitHub Actions:
- Built into GitHub (no separate tool)
- Free for public repos
- Growing marketplace
- YAML-based
CircleCI:
- Separate platform
- Strong Docker support
- Established workflows
- More mature for complex pipelines
When to use GitHub Actions: Already using GitHub, want integrated solution.
GitHub Actions vs. GitLab CI
GitHub Actions:
- GitHub ecosystem
- Large marketplace
- Growing adoption
GitLab CI:
- GitLab-native (if using GitLab)
- Integrated with GitLab features
- Similar YAML-based approach
When to use GitHub Actions: Using GitHub, not GitLab.
Common Hiring Mistakes
1. Overemphasizing YAML Syntax
YAML syntax is easy to learn. Focus on CI/CD patterns, workflow architecture, and problem-solving.
2. Ignoring Security
GitHub Actions workflows handle secrets and deployments. Security awareness is critical—test their understanding of secrets management and authentication.
3. Not Testing Reusability
Reusable workflows and custom actions show architecture thinking. Ask them to design a reusable workflow—this reveals how they think about CI/CD patterns.
4. Assuming Marketplace Knowledge
Knowing marketplace actions is useful, but understanding when to build custom actions vs. use marketplace shows deeper expertise.
5. Overlooking Cost Awareness
GitHub Actions can get expensive at scale. Good candidates understand runner costs, workflow optimization, and when to use self-hosted runners.
Recruiter's Cheat Sheet
Technical Terms to Know
| Term | What It Means |
|---|---|
| Workflow | YAML file that defines automation (CI/CD pipeline) |
| Action | Reusable workflow component (marketplace or custom) |
| Runner | Machine that executes workflows (GitHub-hosted or self-hosted) |
| Job | Parallel execution unit within a workflow |
| Step | Individual command or action within a job |
| Matrix | Strategy for running jobs with multiple configurations |
| Workflow Call | Reusable workflow that can be called from other workflows |
| OIDC | OpenID Connect for secure cloud provider authentication |
Resume Green Flags
- Specific workflows built ("Built CI/CD pipeline for 20+ microservices")
- Custom actions developed ("Created reusable deployment action")
- Self-hosted runners experience ("Managed self-hosted runners for specialized workloads")
- Security awareness ("Implemented OIDC authentication for AWS deployments")
- Workflow optimization ("Reduced workflow time by 40% through caching")
- Multi-environment pipelines ("Managed dev/staging/prod deployment workflows")
Resume Red Flags
- Only lists "GitHub Actions" without specifics
- No mention of workflows, actions, or runners
- "Expert in GitHub Actions" but only tutorial projects
- Claims GitHub Actions expertise but only knows basic YAML
- No experience with production CI/CD pipelines
- No security awareness (secrets, authentication)
Modern GitHub Actions (2024-2026)
Reusable Workflows
Call workflows from other workflows:
- DRY principle for CI/CD
- Centralized workflow definitions
- Easier maintenance
- Organization-level standards
Growing adoption for teams managing multiple repositories.
Custom Actions
Building reusable actions:
- JavaScript actions (most common)
- Docker actions (containerized)
- Composite actions (shell scripts)
- Published to marketplace or internal
Essential for teams standardizing CI/CD patterns.
OIDC Authentication
Secure cloud provider access:
- No long-lived credentials
- Short-lived tokens
- Better security than secrets
- Supported by AWS, Azure, GCP
Best practice for production deployments.
Workflow Optimization
Performance and cost improvements:
- Caching dependencies and build artifacts
- Matrix builds for parallelization
- Conditional job execution
- Self-hosted runners for specialized workloads
Critical for teams running many workflows.
Security Features
Built-in security:
- Dependency scanning
- Secret scanning
- Code scanning integration
- Workflow permissions
Essential for production CI/CD.