AWS-ML
AWS Certified Machine Learning
Certification Overview
AWS's specialty-level ML certification covering SageMaker, data engineering, and model deployment. The 180-minute exam has 65 questions (50 scored) requiring 750/1000 to pass. Being retired March 2026 - replaced by ML Engineer Associate. Requires 2+ years of ML on AWS.
The AWS Certified Machine Learning (AWS-ML) is a globally recognized benchmark designed for professionals aiming to prove their expertise in cloud. In today's competitive landscape, this certification acts as a critical signal to employers regarding your technical proficiency and commitment to the field.
Primary Impact
- Higher salary ceiling in Cloud roles
- Validated expertise at the enterprise level
Market Signal
Ranked as a Top Cloud Credential for 2026, holding the AWS-ML significantly reduces the time-to-hire for senior positions.
Market Outlook
We monitor job market volume in real-time to provide the most accurate demand forecasting for your career.
Market Sentiment
There are currently 2 open roles in the US requiring this specific certification.
Tracking period: 12 weeks
Job data provided by Adzuna
Market Insights
With 2 active US job postings, AWS-ML ranks #143 of 155 certifications we track by current hiring demand, and #22 of 22 in Cloud. Postings are down 96% over the past 12 weeks.
Is AWS-ML right for you?
Don't make a blind decision. Compare AWS-ML against similar certifications to find the best ROI for your specific career path.
AWS-ML vs Alibaba ACA
See a side-by-side breakdown of salary potential, exam difficulty, and hiring volume for both credentials.
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Maintenance & Recognition
Renewal Requirements
Industry Recognition
Proctoring Options
Path to Excellence
Everything you need to successfully navigate the AWS-ML certification journey.
01Entry Requirements
ML Experience
2+ years of hands-on experience developing, architecting, or running ML/deep learning workloads on AWS.
02The Process
Data Engineering
Learn S3 data lakes, Glue ETL, and Kinesis streaming for ML.
SageMaker Mastery
Master the full ML lifecycle: Build, train, and deploy models at scale.
Pass MLS-C01 Exam
Pass the specialty-level exam covering data prep and modeling.
AWS-ML Certification: Frequently Asked Questions
What is the AWS-ML certification?+
AWS's specialty-level ML certification covering SageMaker, data engineering, and model deployment. The 180-minute exam has 65 questions (50 scored) requiring 750/1000 to pass. Being retired March 2026 - replaced by ML Engineer Associate. Requires 2+ years of ML on AWS.
What are the requirements for AWS-ML certification in 2026?+
To earn the AWS-ML certification, candidates typically need: 2+ years of hands-on experience developing, architecting, or running ML/deep learning workloads on AWS. Candidates must also pass the official certification exam and adhere to a professional code of ethics.
How much does the AWS-ML certification exam cost in 2026?+
The AWS-ML certification exam costs $300. This includes the official proctored examination fee. Renewal costs approximately 50% of exam cost.
What is the AWS-ML certification salary in 2026?+
Professionals holding the AWS-ML certification typically earn a starting salary of $155,000 or more per year. Salaries vary based on experience, location, and specific job role, with senior positions commanding significantly higher compensation.
How many jobs require AWS-ML certification?+
As of 2026, there are 2 active job postings requiring or preferring AWS-ML certification. The job market for this certification is currently stable.
What is the AWS-ML exam pass rate?+
The AWS-ML certification exam has an estimated pass rate of N/A. Most successful candidates study for 80-120 hours before attempting the exam.
How long does it take to prepare for AWS-ML certification?+
Most candidates need 80-120 hours of study time to prepare for the AWS-ML certification exam. The exam itself is 130-170 mins long.
What is the AWS-ML exam format?+
The AWS-ML exam is 130-170 mins exam with 65-75 questions. A passing score of 700-750/1000 is required. Remote proctoring is available.
How do I renew my AWS-ML certification?+
The AWS-ML certification must be renewed every 3 years. You need to earn Recertification Exam to maintain your certification. Renewal costs approximately 50% of exam cost.
Ready to Get Certified?
Start your AWS-ML certification journey today and open doors to new opportunities in cloud.