What is the AWS certification deadline in September 2026?

AWS confirmed a grace period for legacy exam versions until September 30, 2026, during which both old and new exam versions remain available for scheduling (SPOTO, April 9, 2026). The grace period applies to all candidates who were enrolled in a legacy version before the Q2-Q3 2026 changes. After September 30, 2026, the legacy versions are retired and only the updated exams — aligned with the new AI-competency domains — will be available. Candidates sitting in Q4 2026 should verify which exam version applies to their scheduled date by checking their Pearson VUE or PSI confirmation email, and download updated Exam Guide PDFs from AWS Documentation to compare the domain weightings.

Why was the AWS Machine Learning Specialty certification retired in 2026?

AWS retired the AWS Certified Machine Learning - Specialty certification as of March 31, 2026, as part of a broader 2026 portfolio restructuring that emphasizes generative AI and agentic systems over classical machine learning pipelines (SPOTO, May 19, 2026). The ML Specialty content has been folded into the new Generative AI Developer - Professional (AIP-C01) and into updated versions of the Solutions Architect and DevOps Engineer Professional exams. Candidates who were preparing for the ML Specialty before March 31, 2026 were offered transition paths to the AIP-C01 standard exam. AWS stated the change reflects employer demand data collected from over 4,000 U.S.-based enterprise clients (SPOTO, April 9, 2026).

What is the AWS AI Practitioner credential and why is enrollment up 140 percent?

The AWS Certified AI Practitioner credential, launched in late 2024, has seen enrollment surge by an estimated 140 percent year-over-year, making it one of the fastest-growing entry-level cloud certifications in North America (SPOTO, April 9, 2026). The credential validates foundational AI literacy, including core machine learning concepts, generative AI fundamentals, responsible AI principles, and basic prompt engineering, and is designed for non-technical and early-career professionals who need to demonstrate AI fluency to employers. The 140 percent enrollment growth is attributed to employer demand for AI-literate staff across functions beyond engineering, including marketing, operations, finance, and product management.

AWS Certification 2026: Legacy Exam Versions End Sept 30

Q: What is the AWS Certified Generative AI Developer Professional (AIP-C01) exam?

The AWS Certified Generative AI Developer - Professional (AIP-C01) is the headline addition to the 2026 AWS certification portfolio (SPOTO, April 9, 2026). Registration is open for the standard exam version after the beta period closed March 31, 2026. The exam validates expertise in foundation models, retrieval-augmented generation (RAG) architectures, and responsible AI deployment, and has been refreshed to include Amazon Bedrock AgentCore. An Exam Prep Plan is available on AWS Skill Builder with practice assessments, hands-on practice through AWS SimuLearn, and domain review lessons. The AIP-C01 is intended for cloud professionals who design and deploy generative AI applications on AWS infrastructure.

Published September 10, 2026 - Seattle, WA. Amazon Web Services (AWS) confirmed that the grace period for legacy certification exam versions ends September 30, 2026, after which only the updated AI-competency-aligned exams will be available. The change is part of the most comprehensive certification overhaul in AWS history, announced in April 2026 and rolling through Q2-Q3 2026 (SPOTO, April 9, 2026). For U.S. candidates sitting exams in Q4 2026, the deadline is the key date in the calendar.

AWS certification data last verified September 10, 2026 from AWS Training and Certification Blog (aws.amazon.com/certification) and Lightcast (Burning Glass) 2026 labor market data.

Quick Answer

AWS legacy exam versions are available only until September 30, 2026. After that date, only the updated exams - Solutions Architect Associate SAA-C04, DevOps Engineer Professional, and the new Generative AI Developer Professional AIP-C01 - will be available. The Machine Learning Specialty was retired March 31, 2026. The AI Practitioner credential is up 140 percent in year-over-year enrollment. Candidates sitting in Q4 2026 should download the updated exam guides from AWS Documentation and confirm the exam version in their Pearson VUE or PSI confirmation email before scheduling.

What Changed in the 2026 Overhaul

AWS restructured the domain weightings for several flagship exams. The Solutions Architect - Associate (SAA-C04 revision) increased emphasis on resilient architecture design (now 30 percent of exam content) and cost optimization strategies (SPOTO, April 9, 2026). The Developer - Associate exam added a new sub-domain covering serverless AI integrations with Amazon Bedrock and AWS Lambda. Candidates sitting for Solutions Architect - Professional or DevOps Engineer - Professional after June 1, 2026 encounter scenario-based questions involving Amazon Q, Bedrock model deployment, and AI governance frameworks. AWS stated the change reflects employer demand data collected from over 4,000 U.S.-based enterprise clients (SPOTO, April 9, 2026).

The Generative AI Developer - Professional (AIP-C01) is the headline new addition. The standard exam version is now open after the beta period closed March 31, 2026, and the exam has been refreshed to include Amazon Bedrock AgentCore (SPOTO, May 19, 2026). The exam validates expertise in foundation models, retrieval-augmented generation (RAG) architectures, and responsible AI deployment. An Exam Prep Plan is available on AWS Skill Builder with practice assessments, hands-on practice through AWS SimuLearn, and domain review lessons.

Why the Machine Learning Specialty Was Retired

AWS retired the AWS Certified Machine Learning - Specialty certification as of March 31, 2026, folding its content into the new Generative AI Developer - Professional and into the updated Solutions Architect and DevOps Engineer Professional exams (SPOTO, May 26, 2026). The retirement reflects a strategic shift toward generative AI and agentic systems over classical machine learning pipelines. The ML Specialty was previously one of the most popular specialty credentials for data scientists and ML engineers transitioning to cloud roles. Candidates who were preparing before March 31, 2026 were offered transition paths to the AIP-C01 standard exam.

Free Microcredentials and Exam Delivery

In April 2026, AWS made microcredentials accessible to every builder by removing the AWS Skill Builder subscription requirement (SPOTO, April 9, 2026). Additional microcredential topics are planned for release throughout 2026. The microcredentials are designed to be complementary to certifications: certifications validate broad knowledge, while microcredentials verify hands-on implementation ability in a live environment.

Starting April 15, 2026, all AWS certification exams administered through Pearson VUE and PSI support an enhanced remote proctoring system with AI-assisted identity verification (SPOTO, April 9, 2026). Score reporting turnaround was reduced to under 24 hours for most exam types, down from the previous 1-5 business day window. Exam duration extensions of 10-15 minutes for non-native English speakers are now automatically applied in the United States without a separate accommodation request (SPOTO, June 9, 2026).

Salary Premium and Job Market Data

Burning Glass / Lightcast labor market data cited in the AWS announcement projects a 12-18 percent salary differential for AWS-certified professionals in 2026 compared to non-certified peers in equivalent roles (SPOTO, April 9, 2026). The differential varies by certification tier: foundational credentials (Cloud Practitioner, AI Practitioner) add a smaller premium, while professional and specialty credentials (Solutions Architect Professional, Security Specialty, Generative AI Developer Professional) command the highest differentials. The premium is most pronounced in financial services, healthcare IT, and federal contracting markets in the United States, where AWS certifications are increasingly specified in job postings and contract requirements (SPOTO, May 26, 2026).

AWS cloud revenue reached 37.6 billion in Q1 2026, a 28 percent year-over-year increase, driven in part by partnerships with OpenAI and Anthropic (SPOTO, May 26, 2026). The growth trajectory supports continued demand for AWS-certified cloud professionals through the rest of 2026 and into 2027.

What to Do Before September 30

Candidates enrolled in a legacy exam version must sit before September 30, 2026 if they want to use the older exam blueprint. After that date, only the updated exams are available. Candidates preparing fresh for Q4 2026 should download the updated exam guide PDFs from AWS Documentation, where all certification exam guides are now consolidated in one place, and review the new domain weightings before scheduling (SPOTO, June 9, 2026).

For candidates who already passed a specialty or professional exam in 2025, the new domain weightings do not require recertification - the existing credential remains valid for the standard three-year period. The September 30 deadline is only relevant for candidates who have not yet sat the legacy version they are enrolled in.

Verify exam version availability and current domain weightings on the official AWS Training and Certification portal at aws.amazon.com/certification before scheduling.

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Written by

Fazlur RahmanAI, Entrepreneurship, EdTech

Fazlur Rahman is the founder of Tutorsbot, building AI-powered tools for learning and career growth. He writes about applying AI in real products and the practi… Read more

Fazlur Rahman is the founder of Tutorsbot, building AI-powered tools for learning and career growth. He writes about applying AI in real products and the practical side of building an ed-tech startup.