I B M C E R T I F I C A T I O N
C9007400 IBM Certified Cloud Pak for AIOps v4.6 Administrator – Professional Practice Exam
Exam Number: 4339 | Last updated April 17, 2026 | 403+ questions across 5 vendor-aligned objectives
AIOps administrators who operate IBM Cloud Pak for AIOps v4.6 on OpenShift are the audience for the C9007400 credential. The exam validates your ability to install the platform, connect data sources, train anomaly and grouping models, and integrate Cloud Pak for AIOps with downstream ITSM and collaboration tools. Candidates should understand AIOps concepts — event noise reduction, change-risk analysis, and story-based incident correlation.
Bagging 26% of the exam, Installation and Configuration covers operator-based install, storage requirements, LDAP integration, and backup procedures. At 22%, Data Onboarding covers connectors to metrics, logs, events, topology, and change sources. A further 20% targets Model Training, covering anomaly detection, temporal grouping, similar-incident matching, and model-lifecycle management.
Cinching up the blueprint, Integration and Automation accounts for 18% and spans ServiceNow, Slack, and runbook automation integrations. Monitoring and Troubleshooting represents 14% and spans log collection, metric endpoints, and support-bundle generation. Expect scenario questions that test whether an incident story should trigger automation or require human review — AIOps has clear best practices for this boundary.
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Question #1 - Installation and Configuration
An admin at Hollinsworth Bank is installing Cloud Pak for AIOps v4.6 on OpenShift for the first time.
Which install pattern fits?
A) Install capabilities from source
B) Download raw manifests and apply them by hand
C) Install the foundational services and Cloud Pak for AIOps operators from OperatorHub, provision the required storage per the v4.6 sizing guide, and create the AIOps custom resource
D) Skip operators and patch containers manually
Show solution
Correct answers: C – Explanation:
Operator install plus storage plus CR is CP4AIOps v4.6’s install reference. Raw manifests, source installs, and manual patching all fail lifecycle. Source: Check Source
Question #2 - Installation and Configuration
A CP4AIOps v4.6 deployment at Westford Insurance needs LDAP for SSO.
Which CP4AIOps v4.6 identity configuration integrates with the corporate LDAP for SSO?
A) Disable auth on the AIOps UI
B) Create local accounts for every engineer
C) Share one admin account across engineers
D) Configure LDAP on the Cloud Pak foundational services identity provider and map LDAP groups to CP4AIOps roles
Show solution
Correct answers: D – Explanation:
LDAP-backed IAM with group-to-role mapping is CP4AIOps’s identity reference. Local accounts, shared admin, and disabled auth all fail baseline controls. Source: Check Source
Question #3 - Installation and Configuration
A CP4AIOps v4.6 backup plan at Crestmoor Bank must support recovery from PV loss.
Which CP4AIOps v4.6 backup practice recovers the deployment from persistent-volume loss?
A) Never back up
B) Rely only on VM snapshots
C) Follow the v4.6 backup procedure — persistent-volume backups plus configuration exports — and validate with periodic test restores in a non-production environment
D) Email configuration exports to yourself and call it a backup
Show solution
Correct answers: C – Explanation:
PV plus config export with tested restores is CP4AIOps’s backup reference. Snapshots, no-backups, and email-only exports all fail backup practice. Source: Check Source
Question #4 - Data Onboarding
A CP4AIOps v4.6 deployment at Parkhayes Utilities needs events from multiple monitoring tools.
Which onboarding approach fits?
A) Use the CP4AIOps event connectors to onboard each monitoring source, normalize events, and verify ingest rate against the v4.6 sizing guidance
B) Paste events into a spreadsheet and import weekly
C) Let each tool keep its events and ignore CP4AIOps ingestion
D) Only onboard one tool and ignore the rest
Show solution
Correct answers: A – Explanation:
Event connectors plus normalization plus ingest verification is CP4AIOps’s onboarding reference. Manual paste, siloed tools, and partial onboarding all fail the pattern. Source: Check Source
Question #5 - Data Onboarding
A CP4AIOps v4.6 admin at Lyndham Financial must onboard topology from a CMDB to provide context for incidents.
Which data source fits?
A) Omit topology because ‘events are enough’
B) Onboard the CMDB as a topology source via the documented CP4AIOps connector so incident analysis can use relationship context
C) Copy CMDB data into a static flat file and import monthly
D) Run AIOps without any topology data
Show solution
Correct answers: B – Explanation:
CMDB topology onboarding via a connector is CP4AIOps’s context reference. Omission, static file imports, and running without topology all reduce analysis quality. Source: Check Source
Question #6 - Data Onboarding
A CP4AIOps v4.6 deployment at Orwell Holdings needs change-source data to inform change-risk analysis.
Which onboarding fits?
A) Ignore change-risk analysis entirely
B) Skip change data and only use events
C) Manually type each change into AIOps
D) Onboard a change-management source (e.g., ServiceNow changes) via the CP4AIOps connector so change-risk analysis can correlate changes with incidents
Show solution
Correct answers: D – Explanation:
Change-source connectors are CP4AIOps’s reference for change-risk analysis. Event-only, manual entry, and ignoring change-risk all miss the capability. Source: Check Source
Question #7 - Model Training
A CP4AIOps v4.6 admin at Lindsborough Bank needs to detect anomalies in metrics from a production platform.
Which training approach fits?
A) Deploy a model without training
B) Train the anomaly-detection model on a representative training window of historical metrics, validate on a holdout period, and promote the model per the v4.6 lifecycle guide
C) Train on a one-hour window and expect good coverage
D) Train on synthetic data unrelated to production
Show solution
Correct answers: B – Explanation:
Representative training window plus validation plus lifecycle promotion is CP4AIOps’s model reference. No-training, tiny windows, and synthetic-only training all fail modeling practice. Source: Check Source
Question #8 - Model Training
A CP4AIOps v4.6 deployment at Bramford Insurance wants to group related events into incident stories.
Which model fits?
A) Train temporal-grouping (and similar-incident) models on historical incident data so related events cluster into stories with context rather than appearing as isolated noise
B) Manually group events by hand forever
C) Skip grouping and keep all events separate
D) Cluster events by alphabetical event name only
Show solution
Correct answers: A – Explanation:
Temporal grouping and similar-incident models are CP4AIOps’s story-correlation reference. Manual grouping, no-grouping, and alphabetical clustering all fail the purpose. Source: Check Source
Question #9 - Integration and Automation
A CP4AIOps v4.6 admin at Thornley Holdings must send incident stories to ServiceNow automatically.
Which CP4AIOps v4.6 integration sends incident stories to ServiceNow automatically?
A) Configure the CP4AIOps ServiceNow integration per v4.6 documentation so incident stories create and update tickets automatically, with bidirectional updates where needed
B) Copy-paste story details into ServiceNow by hand
C) Skip ServiceNow integration and let stories expire
D) Email stories to the ServiceNow team hoping they ticket them
Show solution
Correct answers: A – Explanation:
ServiceNow integration is CP4AIOps’s ITSM reference. Manual paste, expiration, and email workflows all fail integration. Source: Check Source
Question #10 - Monitoring and Troubleshooting
An admin at Corbridge Mutual needs to diagnose slow CP4AIOps model training.
Which v4.6 capability fits?
A) Reinstall CP4AIOps from scratch
B) Collect a CP4AIOps support bundle, examine operator and model-training logs, and review resource utilization against the v4.6 sizing guide — raise requests/limits if sizing is the bottleneck
C) Disable training entirely
D) Ignore the slowness
Show solution
Correct answers: B – Explanation:
Support bundle plus log review plus sizing check is CP4AIOps’s troubleshooting reference. Reinstallation, disabling training, and ignoring the issue all bypass diagnosis. Source: Check Source
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Exam mode & learn mode · Score by objective · Updated April 17, 2026
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What the C9007400 cloudpak aiops v4 admin exam measures
- Install and secure operator subscriptions, storage, LDAP integration, and backups to stand up an AIOps platform that scales with event volume and stays recoverable
- Onboard and connect metrics, logs, events, topology, and change-management sources to give AIOps enough signal to correlate incidents accurately across the estate
- Train and refresh anomaly detection, temporal grouping, similar-incident matching, and model lifecycle to keep models accurate as the underlying systems evolve
- Integrate and orchestrate ServiceNow, Slack, and runbook automation to move from detection through resolution without human-driven handoffs slowing the flow
- Monitor and diagnose log collection, metric endpoints, and support bundles to keep the AIOps platform itself healthy and troubleshoot issues quickly with vendor support
How to prepare for this exam
- Review the official exam guide to understand every objective and domain weight before you begin studying
- Work through the relevant IBM Training learning path — ibm certified cloud pak for aiops v4 6 administrator professional C9007400 — to cover vendor-authored material end-to-end
- Get hands-on inside IBM TechZone or a comparable sandbox so you can practice the console tasks, CLI commands, and APIs the exam expects
- Tackle a real-world project at your workplace, a volunteer role, or an open-source repository where the technology under test is actually in use
- Drill one exam objective at a time, starting with the highest-weighted domain and only moving on once you can teach it to someone else
- Study by objective in PowerKram learn mode, where every explanation links back to authoritative IBM documentation
- Switch to PowerKram exam mode to rehearse under timed conditions and confirm you consistently score above the pass mark
Career paths and salary outlook
AIOps specialists are rare enough to see bidding wars at large enterprises investing in operational AI:
- AIOps Platform Engineer — $120,000–$165,000 per year, operating AIOps platforms at enterprise scale (Glassdoor salary data)
- ITOps Lead (AIOps) — $130,000–$175,000 per year, leading AIOps adoption across operations teams (Indeed salary data)
- Site Reliability Engineer — $125,000–$170,000 per year, owning reliability with AIOps-driven alerting (Glassdoor salary data)
Official resources
Work through the official IBM Training learning path for this certification, which bundles videos, labs, and skill tasks aligned to every objective. The official exam page lists the full objective breakdown, prerequisite knowledge, and scheduling details.