Role Roadmap
DevOps / SRE
CI/CD pipelines, observability, incident response, and developer-platform work.
6 technologies in this stack — ordered Core → Edge → Hybrid bonus. Click any tile to start practicing.
Core — lands the role. Baseline skills hiring managers screen for. Master these and you can land the role at market CTC.
Edge — lifts your CTC band. Rarer skills that strengthen negotiation — they can push the offer toward the top of the band (e.g. ₹30–40L+ for senior data roles).
Hybrid bonus — broadens your profile. Cross-domain extras (e.g. Power BI for a Data Engineer) that open hybrid roles and raise your profile weightage with recruiters.
- Core1
CI/CD Pipelines
GitHub Actions, Jenkins, GitLab CI, and deployment automation.
Open practice tracks → - Core2
Linux & Shell Scripting
Bash scripting, cron jobs, file system, process management, and networking.
Open practice tracks → - Core3
Docker & Kubernetes
Containerization, orchestration, Helm charts, and production K8s patterns.
Open practice tracks → - Edge4
Observability
Prometheus, Grafana, OpenTelemetry, distributed tracing, and alerting.
Open practice tracks → - Edge5
Terraform & IaC
Infrastructure as code, modules, state management, and cloud resource provisioning.
Open practice tracks → - Hybrid bonus6
AWS Data Services
S3, Glue, EMR, Athena, Redshift, Lambda, Kinesis — the most common cloud stack in India.
Open practice tracks →