Self-Hosted DevOps Platform
GitLab Inc. uses its own platform to develop GitLab, demonstrating self-hosted GitLab at scale. Handles thousands of developers, millions of CI/CD jobs, and complex enterprise requirements including geo-replication, compliance, and advanced security features.
Enterprise Self-Hosted GitLab
Siemens uses self-hosted GitLab Enterprise Edition across multiple business units for source code management, CI/CD pipelines, and compliance requirements. Demonstrates GitLab's enterprise capabilities including SAML integration, audit logging, and multi-region deployments.
Integrated DevOps Workflow
Ticketmaster uses GitLab for integrated DevOps workflows combining source code management, CI/CD pipelines, and project management. Handles high-traffic applications with complex deployment requirements and multiple microservices.
GitLab.com SaaS Adoption
Many early-stage SaaS companies use GitLab.com for integrated DevOps workflows without infrastructure management overhead. Leverage GitLab's free tier and built-in CI/CD, container registry, and project management features.
What GitLab Actually Is
Before evaluating candidates on GitLab experience, understand what the platform provides and where it fits in the DevOps landscape.
Core GitLab Capabilities
Integrated DevOps Platform
GitLab combines multiple tools in one platform:
- Git Repository Management: Source code hosting with merge requests, code review, and branching strategies
- CI/CD Pipelines: Built-in continuous integration and deployment with GitLab CI/CD (YAML-based)
- Project Management: Issues, boards, milestones, and epics for agile workflows
- Container Registry: Built-in Docker container registry
- Security Scanning: SAST, DAST, dependency scanning, license compliance
- Package Registry: NPM, Maven, PyPI, and other package repositories
- Infrastructure as Code: Terraform state management and Kubernetes integration
- Wiki and Documentation: Built-in wiki and documentation tools
Deployment Flexibility
GitLab offers multiple deployment options:
- GitLab.com: SaaS hosted by GitLab Inc. (free tier available)
- Self-Hosted: Install on your own infrastructure (GitLab Community Edition or Enterprise Edition)
- GitLab Dedicated: Single-tenant SaaS for enterprise customers
- GitLab Runner: Distributed CI/CD execution agents
Enterprise Features
GitLab Enterprise Edition adds:
- Advanced authentication (SAML, LDAP, Active Directory)
- Compliance management and audit logs
- Advanced security features (vulnerability management, license compliance)
- Portfolio management and value stream management
- Geo-replication for disaster recovery
- Premium support and SLAs
GitLab vs GitHub: What Recruiters Need to Know
Understanding the GitLab vs GitHub difference helps you evaluate candidates:
Platform Comparison
| Aspect | GitLab | GitHub |
|---|---|---|
| Primary Focus | Complete DevOps platform | Git hosting + ecosystem |
| CI/CD | Built-in GitLab CI/CD | GitHub Actions (separate) |
| Self-Hosted | Yes (Community/Enterprise) | GitHub Enterprise Server (paid) |
| Project Management | Built-in (Issues, Boards, Epics) | Issues + GitHub Projects (separate) |
| Container Registry | Built-in | GitHub Container Registry (separate) |
| Security Scanning | Built-in (SAST, DAST) | GitHub Advanced Security (paid add-on) |
| Pricing Model | Free tier + paid tiers | Free tier + paid tiers |
| Learning Curve | Moderate (more features) | Easier (simpler, focused) |
| Best For | All-in-one DevOps, self-hosted needs | Git hosting + ecosystem integration |
What This Means for Hiring
The underlying DevOps concepts are identical across platforms. Git workflows, CI/CD pipelines, merge request/PR processes, and DevOps practices work the same way whether you're using GitLab, GitHub, or other platforms. The differences are in:
- Feature integration: GitLab bundles more features natively
- Self-hosting: GitLab offers free self-hosted option, GitHub Enterprise Server is paid
- CI/CD syntax: GitLab CI/CD YAML vs GitHub Actions YAML (similar but different)
- Ecosystem: GitHub has larger third-party integration ecosystem
Don't filter candidates based on which platform they've used. Instead, assess:
- Do they understand Git workflows and branching strategies?
- Can they write CI/CD pipelines (regardless of platform)?
- Have they worked with self-hosted infrastructure?
- Do they understand DevOps practices (infrastructure as code, security scanning, deployment automation)?
When GitLab Experience Actually Matters
While we advise against requiring GitLab specifically, there are situations where GitLab familiarity provides genuine value:
High-Value Scenarios
1. Existing GitLab CI/CD Implementation
If your organization uses GitLab CI/CD with complex pipeline configurations, a developer with GitLab CI/CD experience will be productive faster. They'll understand:
- GitLab CI/CD YAML syntax and pipeline structure
- GitLab Runner configuration and executor types
- GitLab-specific features (artifacts, cache, environments, deployments)
- GitLab API usage for automation
- Merge request workflows and approval processes
2. Self-Hosted GitLab Instances
For organizations running self-hosted GitLab (Community or Enterprise Edition), GitLab experience is valuable. Self-hosted GitLab requires:
- Infrastructure management and scaling
- GitLab Runner configuration and management
- Backup and disaster recovery procedures
- Upgrade and maintenance procedures
- Performance optimization and troubleshooting
3. Enterprise GitLab Features
Organizations using GitLab Enterprise Edition features benefit from GitLab experience:
- Advanced authentication (SAML, LDAP integration)
- Compliance and audit logging
- Geo-replication and disaster recovery
- Value stream management
- Advanced security scanning configurations
4. GitLab-Centric DevOps Workflows
Teams that leverage GitLab's integrated approach (using GitLab for everything from code to deployment) benefit from developers familiar with GitLab's project management, CI/CD, and security features working together.
When GitLab Experience Doesn't Matter
1. Basic Git Workflows
For simple Git repository management, GitLab and GitHub are nearly identical. Any developer with Git experience works effectively with either platform.
2. You Haven't Chosen a Platform
If you're still deciding between GitLab, GitHub, Azure DevOps, or others, don't require any specific platform. Hire for DevOps fundamentals and let the team make the decision together.
3. CI/CD Concepts Transfer
Developers who understand CI/CD concepts (pipelines, jobs, stages, artifacts) learn GitLab CI/CD quickly. The YAML syntax is different from GitHub Actions or Jenkins, but the concepts are identical.
4. Standard DevOps Practices
For standard DevOps practices (infrastructure as code, security scanning, containerization), platform-specific knowledge is less important than understanding the underlying concepts.
GitLab Use Cases in Production
Understanding how companies actually use GitLab helps you evaluate candidates' experience depth.
Enterprise Self-Hosted Pattern: GitLab Enterprise Edition
Large organizations often use self-hosted GitLab Enterprise Edition for:
- Data sovereignty and compliance requirements
- Integration with on-premises infrastructure
- Advanced authentication (SAML, LDAP with Active Directory)
- Geo-replication for disaster recovery
- Compliance audit logging and reporting
What to look for: Experience with GitLab Enterprise Edition, self-hosted infrastructure management, SAML/LDAP integration, and enterprise security features.
Startup Pattern: GitLab.com SaaS
Early-stage companies often start with GitLab.com:
- Free tier for small teams
- Built-in CI/CD without separate tool setup
- Integrated project management
- Container registry included
- Simple setup and maintenance
What to look for: Experience with GitLab.com, GitLab CI/CD pipelines, merge request workflows, and basic project management features.
DevOps Platform Pattern: GitLab as Single Source of Truth
Companies leveraging GitLab's integrated approach use it for:
- Source code management
- CI/CD pipelines
- Project management and issue tracking
- Container registry
- Security scanning and compliance
- Documentation and wikis
What to look for: Experience using GitLab's integrated features together, understanding how CI/CD integrates with merge requests, and familiarity with GitLab's project management features.
Migration Pattern: Moving to GitLab
Companies migrating from other platforms (GitHub, Bitbucket, Jenkins) use GitLab for:
- Consolidating multiple tools into one platform
- Reducing DevOps tool sprawl
- Improving developer experience with integrated workflows
- Cost reduction (especially with self-hosted Community Edition)
What to look for: Experience with platform migrations, understanding of GitLab's migration tools, and ability to translate CI/CD configurations from other platforms.
The DevOps Developer Skill Set
Rather than filtering for GitLab specifically, here's what to look for in developers handling DevOps and CI/CD:
Fundamental Knowledge (Must Have)
Git Workflows
The foundation of version control:
- Branching strategies (Git Flow, GitHub Flow, trunk-based development)
- Merge requests/pull requests and code review processes
- Conflict resolution and rebasing
- Commit message conventions and history management
- Understanding of distributed version control concepts
CI/CD Concepts
Understanding of continuous integration and deployment:
- Pipeline concepts (stages, jobs, dependencies)
- Build, test, and deployment automation
- Artifact management and caching strategies
- Environment management (dev, staging, production)
- Deployment strategies (blue-green, canary, rolling)
- Failure handling and rollback procedures
Infrastructure as Code
Modern infrastructure management:
- Configuration management tools (Terraform, Ansible, Puppet)
- Containerization (Docker, container registries)
- Orchestration (Kubernetes, Docker Swarm)
- Cloud platform familiarity (AWS, Azure, GCP)
- Understanding of infrastructure lifecycle
Security Awareness
DevOps security practices:
- Dependency scanning and vulnerability management
- Secrets management (environment variables, secret stores)
- Security scanning (SAST, DAST)
- Compliance requirements (SOC 2, GDPR, HIPAA)
- Secure deployment practices
Platform-Specific Knowledge (Nice to Have)
GitLab CI/CD
If using GitLab:
- GitLab CI/CD YAML syntax and pipeline structure
- GitLab Runner configuration and executor types
- GitLab-specific features (artifacts, cache, environments, deployments)
- GitLab API usage for automation
- Merge request integration with CI/CD
Self-Hosted GitLab
For self-hosted deployments:
- GitLab installation and configuration
- GitLab Runner setup and scaling
- Backup and disaster recovery procedures
- Performance optimization and troubleshooting
- Upgrade procedures and version management
Alternative Platforms
Experience with alternatives demonstrates transferable skills:
- GitHub Actions (similar YAML-based CI/CD)
- Jenkins (traditional CI/CD server)
- CircleCI, Travis CI, or other CI/CD platforms
- Azure DevOps or Bitbucket Pipelines
Interview Questions for GitLab/DevOps Roles
questions assess DevOps competency regardless of which platform the candidate has used.Evaluating CI/CD Understanding
Question: "Walk me through how you would set up a CI/CD pipeline for a web application. What stages would you include and why?"
Good Answer Signs:
- Describes stages: build, test, security scan, deploy
- Mentions environment management (dev, staging, prod)
- Discusses artifact management and caching
- Addresses failure handling and rollback strategies
- Considers parallelization and pipeline optimization
- Mentions deployment strategies (blue-green, canary)
Red Flags:
- Only mentions "build and deploy" without testing or security
- No consideration for failure scenarios
- Doesn't understand pipeline stages or dependencies
- Can't explain why stages are ordered a certain way
Evaluating GitLab CI/CD Specific Knowledge
Question: "How would you configure a GitLab CI/CD pipeline to run tests, build a Docker image, push it to a registry, and deploy to staging only when merging to the main branch?"
Good Answer Signs:
- Uses GitLab CI/CD YAML syntax correctly
- Configures appropriate stages and jobs
- Uses
onlyorrulesto control when jobs run - Properly handles Docker build and push
- Uses GitLab Container Registry or external registry
- Configures deployment job with environment
Red Flags:
- Can't write GitLab CI/CD YAML syntax
- Doesn't understand GitLab-specific features (artifacts, cache, environments)
- Runs all jobs on every branch without filtering
- No understanding of GitLab Runner or executor types
Evaluating Self-Hosted Infrastructure Knowledge
Question: "If you were responsible for a self-hosted GitLab instance, what would you monitor and how would you handle common issues?"
Good Answer Signs:
- Monitors GitLab performance metrics (response time, database performance)
- Tracks GitLab Runner availability and job queue
- Monitors disk space and backup status
- Handles common issues (runner failures, database locks, memory issues)
- Has disaster recovery and backup procedures
- Understands scaling strategies (horizontal vs vertical)
Red Flags:
- No monitoring strategy
- Doesn't understand GitLab architecture (application, database, Redis, Gitaly)
- No backup or disaster recovery plan
- Can't troubleshoot common GitLab issues
Evaluating DevOps Architecture Understanding
Question: "You need to deploy a microservices application. How would you structure your GitLab CI/CD pipelines and what infrastructure would you use?"
Good Answer Signs:
- Discusses pipeline structure for multiple services
- Mentions shared pipeline templates or includes
- Addresses service dependencies and deployment order
- Considers containerization and orchestration (Kubernetes)
- Discusses service discovery and configuration management
- Addresses monitoring and observability
Red Flags:
- Treats all services identically without considering dependencies
- No understanding of container orchestration
- Doesn't consider service communication or discovery
- No monitoring or observability strategy
Common Hiring Mistakes with GitLab/DevOps
1. Requiring Specific Platform Experience
The Mistake: "Must have 3+ years GitLab experience"
Reality: GitLab-specific experience is valuable but not essential. DevOps concepts (CI/CD, infrastructure as code, security scanning) transfer directly between GitLab, GitHub Actions, Jenkins, CircleCI, and other platforms. Requiring GitLab specifically eliminates excellent candidates who've used other DevOps platforms.
Better Approach: Require "CI/CD pipeline experience" and mention GitLab as your current platform. Test for DevOps fundamentals rather than platform-specific syntax.
2. Confusing GitLab with Git Knowledge
The Mistake: Assuming GitLab experience means deep Git knowledge.
Reality: GitLab is a platform built on Git, but using GitLab doesn't guarantee strong Git fundamentals. Some developers use GitLab's UI without understanding Git concepts deeply. Test Git knowledge separately from GitLab platform knowledge.
Better Approach: Assess Git fundamentals (branching, merging, rebasing) separately from GitLab-specific features (CI/CD, project management).
3. Overlooking Self-Hosted vs SaaS Experience
The Mistake: Treating GitLab.com SaaS experience the same as self-hosted GitLab experience.
Reality: Self-hosted GitLab requires infrastructure management, scaling, backups, and troubleshooting skills that SaaS users don't need. If you're running self-hosted GitLab, prioritize candidates with infrastructure experience.
Better Approach: Specify whether you need self-hosted GitLab experience or if GitLab.com SaaS experience is sufficient.
4. Ignoring CI/CD Fundamentals
The Mistake: Testing GitLab CI/CD YAML syntax without assessing CI/CD concepts.
Reality: A developer who understands CI/CD concepts learns GitLab CI/CD syntax quickly. A developer who memorizes GitLab syntax without understanding concepts will struggle with complex scenarios.
Better Approach: Test CI/CD concepts (pipeline stages, artifact management, deployment strategies) alongside GitLab-specific syntax.
5. Requiring GitLab When You Mean DevOps
The Mistake: Requiring GitLab experience when you actually need general DevOps skills.
Reality: GitLab is one DevOps platform among many. If you're building a DevOps team, focus on DevOps fundamentals (CI/CD, infrastructure as code, security) rather than specific platform experience.
Better Approach: Hire for DevOps expertise and let the team choose the platform together, or specify GitLab only if you have an existing GitLab implementation that requires immediate productivity.