DBA Career & Certification Hub
Role matrix (DBA vs DRE vs Platform Data), certification roadmaps, interview Q&A, and 90-day competency checklists.
Roles & Responsibilities
Core responsibilities, salary ranges, and focus areas across DBA, DRE, and Data Platform roles.
Certification Roadmaps
Official certifications, exam codes, durations, costs, and key topic blueprints.
Interview Question Bank
Real-world technical interview questions with deep dive architectural senior answers.
Competency Map & Checklists
30-60-90 day onboarding objectives, operational milestones, and maturity checklists.
Featured DBA & Data Roles
Core / Production DBA
$110,000 - $160,000 / yılEnsures 24/7 uptime, mission-critical HA/DR design, enterprise backup/recovery, and deep-dive SQL query/storage engine tuning.
- High Availability (AlwaysOn, Data Guard, Patroni, Galera)
- Disaster Recovery & Point-in-Time Recovery (PITR)
- Query Optimization & Execution Plan Analysis
- Storage & Memory Engine Architecture
- Security, Compliance & Auditing (TDE, RBAC, RLS)
Database Reliability Engineer (DRE)
$135,000 - $190,000 / yılOperates database fleets as code via IaC/Kubernetes operators, automates schema migrations via CI/CD, and enforces SLO/SLI error budgets.
- Kubernetes DB Operators (CloudNativePG, KubeBlocks, Percona)
- Infrastructure as Code (Terraform, Ansible, Pulumi)
- Automated Schema Migration Pipelines (Liquibase, Flyway, Bytebase)
- SLO/SLI Observability & Chaos Engineering
- Distributed Tracing & Advanced Telemetry
Platform Data Engineer / Architect
$150,000 - $220,000 / yılDesigns multi-region distributed databases, NewSQL engines, hybrid cloud data fabrics, and petabyte-scale lakehouse ingestion layers.
- Distributed Consensus & Multi-Region (Raft, Spanner, CockroachDB)
- Hybrid HTAP Architecture (TiDB, AlloyDB)
- Horizontal Sharding & Distributed Partitioning (Citus, Vitess)
- Change Data Capture & Streaming (Debezium, Apache Kafka)
- Multi-Cloud Data Governance & FinOps
Featured Certifications
Oracle Certified MySQL Implementation Associate
This certification validates the expertise to deliver MySQL solutions across on-premises and cloud environments, covering MySQL Enterprise Edition installation, design, security, high availability, backup, and HeatWave fundamentals.
- •Design
- •Security
- •DR
Oracle Certified Professional MySQL 8.0 Database Developer
The MySQL 8.0 Database Developer OCP certification validates expertise in building MySQL-backed applications, designing schema objects, and managing transactions. It also proves proficiency in optimizing query performance, writing stored programs, and managing JSON and document store data.
- •Design
- •Security
- •DR
PostgreSQL Associate DBA Certification
Validates core PostgreSQL architectural knowledge, configuration parameters, user management, backup/restore, and maintenance tasks.
- •PostgreSQL Architecture & Shared Memory (25%)
- •Roles & Privilege Management (20%)
- •Backup, Recovery & WAL Configuration (25%)
- •Routine Maintenance & Autovacuum (15%)
- •Performance Diagnostics (15%)
Featured Technical Interview Questions
First, at the operating system level, I run top or htop to verify whether the CPU consumption is driven by postgres: active worker processes. Inside PostgreSQL, I proceed through the following diagnostic steps: Inspect pg_stat_activity: Query for long-running sessions where state = 'active', examining the query, query_start, and specifically the wait_event_type and wait_event columns to determine if workers are waiting on I/O, locks, or are actively burning CPU cycles. Check for Lock Contention: If wait events indicate locking, I join pg_locks against pg_stat_activity to construct the blocking tree and identify the blocker session holding an exclusive lock. Mitigate the Immediate Load: I terminate non-critical, runaway queries using pg_cancel_backend(pid) (graceful signal) or pg_terminate_backend(pid) if the process does not yield. Post-Mortem Analysis: Once the cluster stabilizes, I consult the pg_stat_statements extension to isolate problematic queries exhibiting high total_exec_time, elevated mean_exec_time, or massive shared buffer reads (shared_blks_read). I inspect their execution plans using EXPLAIN (ANALYZE, BUFFERS) to spot missing indexes, sequential scans on large tables, or inaccurate planner estimates requiring manual ANALYZE."
90-Day Competency Checklist
90-Day DBA & Data Engineer Onboarding Success Roadmap
- Map all cluster topologies and security access credentials (RBAC/Bastion)
- Validate and test backup restoration chains (Full, WAL/Archivelog) in staging
- Review existing monitoring, alerting, and telemetry dashboards
- Execute standard schema creation and index review procedures in dev
- Analyze and resolve replication lags, lock contentions, and deadlocks
- Optimize slow queries using execution plans (EXPLAIN ANALYZE, AWR)
- Shadow senior engineers during production maintenance windows and patch cycles
- Participate in planned failover drills and DR recovery exercises
- Take primary on-call rotation with full production incident management
- Automate a repetitive operational task using Python/Bash/Terraform
- Prepare capacity planning and disk/compute growth projection reports
- Author comprehensive post-mortem RCAs for resolved production incidents