Snapshots, Nvme, Backup, Upgrades, Shell, Linux, Ansible, Replication, Ceph, Kubernetes, Python, expansion, ssd, Storage monitoring, HDD, OpenShift Data Foundation, CephFS, HBA firmware, RBD, Disaster-recovery operations, Component replacement, Ceph CSI, Capacity Planning

Saml, Bash, Ldap, Terraform, Ansible, Kubernetes, Python, OpenID Connect, Infrastructure as Code, GitOps, Red Hat OpenShift, OAuth 2.0, OpenTelemetry

Kibana, Maven, Prometheus, Grafana, Confluence, Docker, Automation Frameworks, Mq Series, Shell script, Oracle, Python, Sybase, PowerShell, Big Data, Jira, Sql, Jenkins, Ansible, Kafka, Elastic Search, Gitlab, Kubernetes, AWS Cloud platforms, Control-M, AI-powered development tools, Unix Platform, AI ML concepts

OpenShift Data Foundation (ODF), Nvme, Linux, Ansible, Ceph, Kubernetes, Python, ssd, HDD, Ceph CSI RBD, CephFS, HBA firmware

Orchestration, Gcp, PostgreSQL, Data Modeling, Python, Sql, Cloud Run, Dagster, Infrastructure automation

Version control tools e.g. Git, Backup And Recovery, Identity and Access Management IAM, Cloud application deployment and management, Microsoft Azure or Government-approved cloud platforms, Domain and DNS management, REST API integration, Application deployment and hosting, DevSecOps practices, Application monitoring and troubleshooting, Cloud platform fundamentals, Microsoft Power Platform administration, Basic networking concepts, Python or PowerShell scripting

change data capture , Java, Amazon Web Services, Kotlin, Python, Kubernetes, Spark, Multi region data architectures, Pinot, Batch and streaming architectures, ClickHouse, Druid, Delta Lake, dbt, Event driven ingestion, Iceberg, StarRocks

Powershell, Maven, Cloudformation, Bash, Jenkins, Git, Gradle, Terraform, Perl, Ansible, Bamboo, Python, AWS

unstructured data , operational support , Databases, Apis, Testing, Sql, Data Quality, Python, Orchestration, Data Services, Machine Learning, versioning, data pipelines, cloud-based environments, access controls, metadata provenance, complex scientific data, knowledge graphs, Ai, semantic models, lakehouses, imaging laboratory, Healthcare, biological OMICS, structured data, Analytics, data lakes, FAIR data practices, ontologies

data engineering , Apis, Devops, cloud, Software Engineering, Kubernetes, knowledge graphs, Ai, LLM systems, semantic technologies, full-stack development, applied technical research, backend services