* Infrastructure as code (Terraform & GCP Provisioning) Terraform core, GCP Infra, Policy as code, develop the capability to manage, maintain and write policies,
* CI/CD engineering, pipeline authoring, artifacts management, testing automation, deployment strategy
* Data pipeline and DevOps (KAFKA / PubSub) – Kafka basics, schema registry, streaming infra and monitoring
* Graph platform engineering, Neo4j basics, backups, recovery and DR GDS/APOC, observability
* DevSecOps & platform security, security scanning, IAM and identity, network security, compliance
* Release engineering and governance, release ops, change management, documentation
* Regionalisation and compliance, regional deployments and failover, data residency, conditional access
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