certification
AWS Certified Machine Learning Engineer - Associate
Source-cited RoleMath page about AWS Certified Machine Learning Engineer - Associate.
Check if you’re ready ↓Researched by RoleMath Research. Every figure on this page traces to the official source shown next to it.
A stretch credential — plan for real background first.
AWS Certified Machine Learning Engineer - Associate assumes more background than a first-cert candidate typically has. Building hands-on practice first is the more efficient path; the domains below are your study map. 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.
Per AWS: At least one year of experience using Amazon SageMaker and other ML engineering AWS services; FAQ also states at least one year in ML engineering or related field and one year hands-on with AWS services. AWS Certified Machine Learning Engineer - Associate — official vendor page
No formal prerequisite stated. It remains a reach for a new learner because the cited background recommendation is: At least one year of experience using Amazon SageMaker and other ML engineering AWS services; FAQ also states at least one year in ML engineering or related field and one year hands-on with AWS services. Some exam-structure details still need human confirmation.
Eligibility source Recommended background and registration boundary Official credential page Official eligibility source Official exam structure source
No formal prerequisite stated. For someone already in IT, the cited background recommendation is the main planning check: At least one year of experience using Amazon SageMaker and other ML engineering AWS services; FAQ also states at least one year in ML engineering or related field and one year hands-on with AWS services. Some exam-structure details still need human confirmation.
Eligibility source Recommended background and registration boundary Official credential page Official eligibility source Official exam structure source
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.
Eligibility source Recommended background and registration boundary Official credential page Official eligibility source Official exam structure source GI Bill licensing and certification test reimbursement
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
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.
- Exam voucher (US)
- $150 AWS Certified Machine Learning Engineer - Associate — official vendor page
- 3-year self-study cost
- $150
- Renewal terms
- This certification is valid for 3 years. Before your certification expires, you can recertify by passing the latest version of this exam. Learn more about AWS Certified Machine Learning Engineer - Associate — 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
- 130 minutes
- Languages
- English, Japanese, Korean, and Simplified Chinese
Skills measured
The official objective domains and their exam weight — titles & weights only, straight from the vendor’s exam objectives. AWS Certified Machine Learning Engineer - Associate — official vendor page
Prerequisites
What's required vs merely recommended — stated plainly.
- Hard requirement
- Yes — see the vendor AWS Certified Machine Learning Engineer - Associate — official vendor page
What this proves — and how AWS says to prepare
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 AWS Services for the Exam Survey AWS Certified Machine Learning Engineer - Associate (MLA-C01) The AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam validates a candidate's ability to build, operationalize, deploy, and maintain machine learning (ML) solutions and pipelines by using the AWS Cloud. Topics Introduction Target Candidate Description
Job titles the mapped roles report
Reported job titles from the U.S. Department of Labor’s O*NET for the occupations AWS Certified Machine Learning Engineer - Associatemaps to — the language of the market, not a placement or hiring claim. Titles vary by employer, seniority, and location.
- Business Analyst
- Business Intelligence Analyst (BI Analyst)
- Business Intelligence Consultant (BI Consultant)
- Business Intelligence Coordinator (BI Coordinator)
- Business Intelligence Specialist (BI Specialist)
- Competitive Intelligence Analyst
- Intelligence Analyst
- Market Intelligence Analyst
- Market Intelligence Consultant
- Strategic Business and Technology Intelligence Consultant
Source: O*NET OnLine reported job titles for the mapped SOC occupations.
Pay context for the roles this maps to
Occupation-level government data for a related role — not a salary this certification pays you.
$67,240 to $199,130 · AI Specialist (SOC 15-2051) BLS OEWS — AI Specialist (15-2051), national
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 →
Every figure on this page, sourced
The claims above trace to these records — the source, and when it was last checked. If a figure has no row here, we did not publish it.
| ID | Supports | Source | Checked |
|---|---|---|---|
| SCHEMA-CIT-1 | Schema citation | AWS certification official guide: Machine Learning Engineer Associate | Logged in source packet |
| SCHEMA-CIT-2 | Schema citation | MLA-C01 exam guide | Logged in source packet |
Ready to see how this fits your background?
Find out if AWS Certified Machine Learning Engineer - Associate fits your background.