Cpher

GCP's SRE-aligned DevOps cert. Heavy on SLI/SLO/error budgets, Cloud Monitoring/Logging, Cloud Build, Cloud Deploy, GKE, Anthos. Strong HR signal in GCP-shop SRE / platform engineering roles.

Time-constrained exam (4h, ~12 tasks). Speed at vim, ansible-playbook, and yaml-debugging essential. Many failers cite running out of time despite knowing answers.

Compared to AWS DOP: GCP PDE-Ops puts much heavier emphasis on SRE practices (SLI/SLO/error budgets) — closer to Google's SRE methodology. AWS DOP more service/feature-focused.

$200 fee, 2-year recert. PCA + PDE + PDE-Ops the pro-tier GCP infrastructure trifecta. Smaller hiring market than AWS but premium pay in SRE-mature shops.

Coursera GCP DevOps specialization standard prep. SRE Book + SRE Workbook references heavily — read them. Hands-on with Cloud Build + Cloud Deploy + GKE essential.

Ansible-centric since EX294 (RHEL 8/9). Heavy on playbooks, roles, vault, dynamic inventory. Sander van Vugt RHCE Cert Guide standard. $500 exam fee — Red Hat Learning Subscription often more cost-effective for multi-cert pursuits.

Often positioned as "OSWE-tier without the price tag". Compared to OSWE: similar depth on web exploitation, broader on business logic + advanced auth bypass.

For ELK / observability / search-engine specialists, this is the most-respected vendor cert. 2-year validity. Particularly valued in shops running Elastic at scale (logging, SIEM, search).

Performance-based exam means you actually configure Elasticsearch — pure book study insufficient. Many candidates report needing 100+ hours hands-on with Elasticsearch / Kibana / Beats.

Splunk's entry-level cert. Covers basic SPL search, dashboards, fields, lookups. $130 fee (often free for users on Splunk Free). Doesn't expire. Strong resume keyword for SOC analyst / IT ops roles.