Researched by RoleMath Research. Every figure on this page traces to the official source shown next to it.
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A reasonable entry point — being new to the topics is expected here.
AWS Certified AI Practitioner is a foundational exam AWS writes for people starting out. It is a recognized first credential; use the objective domains below as your study outline. RoleMath Difficulty methodology
Who this certification is designed for
The vendor’s stated audience, plus an honest fit for your starting point. No pass rates, no guarantees.
No formal prerequisite stated. The readiness record treats this as beginner-suitable, with a Foundational exam-structure band. Some exam-structure details still need human confirmation.
No formal prerequisite stated. For someone already in IT, the cited background recommendation is the main planning check: Familiarity with AI/ML technologies on AWS is the stated candidate profile; no years of experience are stated. Some exam-structure details still need human confirmation.
No formal prerequisite stated. Student fit is supported only as planning context from eligibility and any ACE-credit flag; the exam remains Foundational by structure. Some exam-structure details still need human confirmation.
No formal prerequisite stated. Veteran fit is planning context from eligibility, DoD-baseline flags when present, and GI Bill test-fee reimbursement evidence. Some exam-structure details still need human confirmation.
Funding to check: exam and prep costs may be reachable through vouchers, WIOA, Workforce Pell, GI Bill, or employer education assistance — eligibility depends on your location, provider, and status. Compare funding options →
Difficulty profile
A cited estimate of what the exam requires, split into two honest lenses — not one number, not a pass rate. RoleMath Difficulty methodology
Exam rigor (the test itself)40
4 of 4 cited signals · Moderate confidence
Barrier from zero (background it assumes)29.7
6 of 6 cited signals · Moderate confidence
These are exam-structure lenses, not a pass rate or anything about you.
Cost & upkeep
Exam fee plus what it takes to keep it — the recurring cost most pages hide.
This certification is valid for 3 years. Before your certification expires, you can recertify by passing the latest version of this exam, or by earning the AWS Certified Machine Learning Engineer - Associate, which will automatically recertify this certification. Learn more about AWS Certified AI Practitioner — official vendor page
No ROI math here — we never compare cost to a salary. training;renewal still needs verification. See the full cost breakdown →
Exam at a glance
How AWS administers the exam — the logistics only. This is format, not a pass prediction, and it says nothing about how hard the material is for your background.
Format
65 questions
Duration
90 minutes
Languages
Arabic, English, French (France), German, Italian, Japanese, Korean, Portuguese (Brazil), Spanish (Latin America), Spanish (Spain), Simplified Chinese, and Traditional Chinese
28%Applications of Foundation ModelsPlain-English orientation: use this as the topic area to study for Applications of Foundation Models. The official objectives define the exact vendor tasks.Official study guide AIF-C01 (2026-06-08)
24%Fundamentals of GenAIPlain-English orientation: use this as the topic area to study for Fundamentals of GenAI. The official objectives define the exact vendor tasks.Official study guide AIF-C01 (2026-06-08)
20%Fundamentals of AI and MLPlain-English orientation: use this as the topic area to study for Fundamentals of AI and ML. The official objectives define the exact vendor tasks.Official study guide AIF-C01 (2026-06-08)
14%Guidelines for Responsible AIPlain-English orientation: use this as the topic area to study for Guidelines for Responsible AI. The official objectives define the exact vendor tasks.Official study guide AIF-C01 (2026-06-08)
14%Security, Compliance, and Governance for AI SolutionsPlain-English orientation: use this as the topic area to study for Security, Compliance, and Governance for AI Solutions. The official objectives define the exact vendor tasks.Official study guide AIF-C01 (2026-06-08)
Prerequisites
What's required vs merely recommended — stated plainly.
AWS’s own framing of who earns it and what it signals, plus their free official study material. Quoted and cited — never dressed up as a job guarantee.
What it signals you can do
Exam content Content outline Survey AWS Certified AI Practitioner (AIF-C01) The AWS Certified AI Practitioner (AIF-C01) exam is designed for individuals who want to demonstrate a foundational understanding of AI concepts and AWS AI tools. This certification focuses on practical business applications of AI. Topics Introduction Target candidate description
Reported job titles from the U.S. Department of Labor’s O*NET for the occupations AWS Certified AI Practitionermaps to — the language of the market, not a placement or hiring claim. Titles vary by employer, seniority, and location.
This is what the occupation pays across the whole economy — set by the job, your experience, and location, not by holding this certification. Your actual pay will differ. See the full role page →
Optional · about 2 minutes
Not sure if AWS Certified AI Practitioner is the right next step for you?
Answer a few quick questions and we’ll map your background against the exam’s published domains and the vendor’s recommended prep — a study order and a sequencing read, not a score or a pass prediction. Everything you need to decide is already above; open this only if you want a personalized plan.
Answer blocks
Common Questions
Does AWS Certified AI Practitioner (AIF-C01) cover generative AI?
Yes. The AWS Certified AI Practitioner exam guide (AIF-C01) publishes five weighted domains, including Fundamentals of generative AI (24%) and Applications of foundation models (28%), plus AI/ML fundamentals (20%), responsible AI (14%), and security, compliance, and governance (14%). This is exam-guide scope, not a labor-market claim.
AWS lists these five AIF-C01 domains with weights in its official exam guide. We cite the vendor exam guide for domain coverage only; it is not salary, ROI, placement, or job-demand evidence. AI coverage on the exam = task content the exam tests.