01 Oct
|
Networth
|
India
About the role
At Networth Corp, platform is a product. You'll build the CI/CD, IaC, observability, and release pipelines that get data platforms, ML models, and LLM systems into production reliably — then package what works into reusable patterns across every client we serve.
The pain we solve is real: a dozen environments no one can promote code between, secrets rotated by hand, deployments reinvented every sprint, dashboards no one trusts, cloud bills no one owns. Your work makes production a routine event and platform a differentiator.
What you'll do
• Design CI/CD for data pipelines, ML models, and LLM systems — not just app code
• Own Azure and (increasingly) AWS landing zones, subscriptions, and identity across multiple client tenants
• Build reusable IaC (Terraform, Bicep, or Crossplane) — modules that survive multiple engagements
• Set up GitOps release flows (Flux, ArgoCD) for services and data workflows
• Stand up observability the same way everywhere: OpenTelemetry traces, structured logs, cost telemetry
• Enforce security in pipelines: SBOM, image signing, secrets scanning,
policy-as-code (OPA / Kyverno)
• Own the FinOps story: dashboards, unit economics, cost-per-inference, cost-per-pipeline-run
• Package everything into a small internal developer platform so client teams self-serve
Stack
• Cloud: Azure (primary), AWS (secondary), GCP (opportunistic) · Landing zones, Private Endpoints, Key Vault, IAM
• Data: Databricks (Asset Bundles, Workflows, DLT, Unity Catalog) · Snowflake · dbt · Delta Lake · Excellent Expectations
• AI/ML: MLflow · Databricks Model Serving · vLLM / TGI · Ray · Feast · pgvector / Pinecone · Weights & Biases
• IaC / GitOps: Terraform · Bicep · Crossplane · Flux · ArgoCD · Helm · Kustomize
• CI/CD: Azure DevOps · GitHub Actions · Dagger · GitLab CI
• Runtime: Kubernetes · AKS · EKS · Docker · Container Apps · Service Mesh (Istio, Linkerd)
• Observability: OpenTelemetry · Prometheus · Grafana · Datadog · App Insights
• Security: SOPS
📌 DevOps Engineer (India)
🏢 Networth
📍 India