Choose Google Cloud for BigQuery, Vertex AI, GKE and Google Cloud infrastructure.
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An earlier-career route into working with data on Google Cloud before moving to professional specialisations.
Practise Google Cloud data services and basic data preparation before attempting the exam.
For professionals explaining how Google Cloud supports business goals before moving into implementation.
No formal prerequisites; collaboration with technical professionals is helpful.
A nontechnical AI credential for identifying use cases and guiding adoption in a Google Cloud context.
Open to any role, with or without hands-on technical experience.
A practical foundation for deploying and maintaining applications and infrastructure on Google Cloud.
Google recommends at least six months of hands-on Google Cloud experience.
For architects designing Google Cloud solutions and explaining business and technical trade-offs.
Best after hands-on design and operational experience on Google Cloud.
Supports engineers improving software delivery and reliability on Google Cloud.
Practise production operations, delivery automation and service reliability.
A direct fit for engineers designing and managing Google Cloud data systems. Most useful when supported by real platform delivery experience.
Google recommends 3+ years of industry experience, including 1+ year designing and managing Google Cloud solutions.
Fits experienced engineers building and operating ML and AI solutions on Google Cloud.
Build strong programming, data processing, model deployment and Google Cloud experience.
These are Global Certs IT editorial fit ratings, not official provider rankings or learner reviews. A 5/5 role match is directly aligned with the role; 4/5 adds supporting skills. Experience adjusts the score to help you distinguish a practical next step from a stretch goal.
With “Any experience”, ratings show role relevance alone. A credential supports your profile; practical skills, projects and your target employer’s technology still matter.
Official pages were checked on 2026-09-13. Bookable betas are labelled. Known retired exams are excluded from recommendations. Confirm exam versions, regional availability, eligibility and fees on the linked official page before paying.
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