Career guides by Science of Apps for 2027 · Roadmap

The cloud certification roadmap
from beginner to expert

A cloud certification roadmap for 2027: start with AWS Cloud Practitioner ($100) or Azure AZ-900, take an associate exam (AWS Solutions Architect, AZ-104 or Google Cloud ACE), add Kubernetes (CKA) and Terraform for platform work, then specialise, for example in ML with AWS ML Engineer or Google Cloud Professional ML Engineer.

By , FounderUpdated 5 min read

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Quick answer: What is the cloud certification roadmap for 2027?

  1. Stage 1 — Cloud Practitioner or AZ-900.
  2. Stage 2 — SAA, AZ-104 or ACE.
  3. Stage 3 — CKA and Terraform.
  4. Stage 4 — specialise (ML, security, data).

Key takeaways

  • Stage 2 is where you become hireable.
  • Stage 3 opens platform and DevOps roles.
  • Pick one cloud first; add a second later.

Cloud careers follow a well-worn path: learn the vocabulary, pass an associate exam, add containers and infrastructure as code, then specialise. This roadmap names the certification for each step on all three major clouds.

What is the cloud certification roadmap for 2027? At a glance: Stage 1; Stage 2; Stage 3; Stage 4.
At a glance: What is the cloud certification roadmap for 2027?

The roadmap at a glance

Ranked for this reader. Costs and formats come from each issuer's own page, checked on 3 November 2026; prices change, so confirm before you book.

The cloud certification roadmap for 2027: issuer, cost and format from official pages (costs as of November 2026)
#CertificationCostTimeProve it free
1AWS Certified Cloud PractitionerAmazon Web Services$100190 minutes, 65 questionsFree test
2Microsoft Azure Fundamentals (AZ-900)MicrosoftExam priced by country245 minutesFree test
3AWS Certified Solutions Architect – AssociateAmazon Web Services$1503130 minutes, 65 questionsFree test
4Microsoft Azure Administrator (AZ-104)MicrosoftExam priced by country4100 minutes; renew free every 12 monthsFree test
5Google Cloud Associate Cloud EngineerGoogle Cloud$12552 hours, multiple choiceFree test
6Certified Kubernetes Administrator (CKA)Linux Foundation / CNCF$44562-hour hands-on, performance-based examFree test
7HashiCorp Certified: Terraform AssociateHashiCorpCheck the official page7Check issuerFree test
8AWS Certified Machine Learning Engineer – AssociateAmazon Web Services$1508Check issuerFree test
9Google Cloud Professional Machine Learning EngineerGoogle Cloud$20092 hours, multiple choiceFree test

Prove it free before you pay for an exam

Science of Apps · free certification tests

Take the free test first. Pay for an exam only when you pass.

Every pick above has a matching free practice test on Science of Apps, one of the world's largest libraries of free certification tests (1,200+). Check your level before you pay for an exam, or add a verifiable credential to LinkedIn while you study. (Disclosure: we publish these tests; the certifications above earn us nothing.)

Each stage, and the certification for it

  1. AWSAWS Certified Cloud PractitionerStage 1: AWS basics$100
  2. MicrosoftMicrosoft Azure Fundamentals (AZ-900)Stage 1: Azure basicsExam priced by country
  3. AWSAWS Certified Solutions Architect – AssociateStage 2: AWS associate$150

Amazon Web Services · FoundationalTop pick for 2027

AWS Certified Cloud Practitioner

Cost
$1001
Format
90 minutes, 65 questions

Stage 1: AWS basics, $100, 90 minutes. AWS's entry exam covers cloud concepts, core services, security and billing. It's 90 minutes with 65 questions and costs $100, so it's the usual first cloud exam for beginners and non-technical staff.

Best forstage 1: AWS basics

Microsoft · Foundational

Microsoft Azure Fundamentals (AZ-900)

Cost
Exam priced by country2
Format
45 minutes

Stage 1: Azure basics, 45 minutes, free Microsoft Learn training. Microsoft's Azure fundamentals exam covers cloud concepts, core Azure services, pricing and governance in 45 minutes. Training is free on Microsoft Learn, the exam is priced by country and it doesn't expire.

Best forstage 1: Azure basics

Amazon Web Services · Associate

AWS Certified Solutions Architect – Associate

Cost
$1503
Format
130 minutes, 65 questions

Stage 2: the most requested cloud credential. $150. AWS's associate exam tests designing secure, resilient, high-performing and cost-aware systems on AWS. It's 130 minutes with 65 questions and costs $150, and it's the cloud credential most often named in job posts.

Best forstage 2: AWS associate

Microsoft · Associate

Microsoft Azure Administrator (AZ-104)

Cost
Exam priced by country4
Format
100 minutes; renew free every 12 months

Stage 2: Azure administration; renew free yearly. Microsoft's associate exam proves you can manage Azure identity, storage, compute and networking. It's 100 minutes, priced by country, and renews free online every 12 months, which keeps long-term cost low.

Best forstage 2: Azure associate

Google Cloud · Associate

Google Cloud Associate Cloud Engineer

Cost
$1255
Format
2 hours, multiple choice

Stage 2: Google Cloud's associate engineer exam. $125. Google Cloud's associate exam tests deploying, monitoring and managing projects on Google Cloud. It's two hours, costs $125 and rewards hands-on practice with the console and command line.

Best forstage 2: Google Cloud associate

Linux Foundation / CNCF · Professional

Certified Kubernetes Administrator (CKA)

Cost
$4456
Format
2-hour hands-on, performance-based exam

Stage 3: a hands-on Kubernetes exam. $445 with one retake. The Linux Foundation's Certified Kubernetes Administrator is a two-hour, performance-based exam taken in a live cluster. It costs $445 including one free retake and is respected because it tests real hands-on skill.

Best forstage 3: Kubernetes

HashiCorp · Associate

HashiCorp Certified: Terraform Associate

Cost
Check the official page7

Stage 3: infrastructure as code with Terraform. HashiCorp's associate exam proves infrastructure-as-code skills with Terraform, which works across AWS, Azure and Google Cloud. It suits DevOps and cloud engineers; check HashiCorp's page for the current fee.

Best forstage 3: Terraform

Amazon Web Services · Associate

AWS Certified Machine Learning Engineer – Associate

Cost
$1508

Stage 4: ML engineering on AWS. $150. AWS's associate exam proves you can prepare data, train, deploy and monitor machine learning models on AWS. It costs $150 and expects hands-on ML and AWS experience, making it a strong credential for ML engineers.

Best forstage 4: ML on AWS

Google Cloud · Professional

Google Cloud Professional Machine Learning Engineer

Cost
$2009
Format
2 hours, multiple choice

Stage 4: professional ML on Google Cloud. $200. Google Cloud's professional exam tests production machine learning: framing problems, building pipelines and serving and monitoring models. It's two hours, costs $200 and is aimed at experienced ML engineers.

Best forstage 4: ML on Google Cloud

Typical timeline

StageTime (part-time)Role it supports
12–4 weeks—
22–3 monthsCloud engineer, admin
32–4 monthsDevOps, platform
43+ monthsSpecialist

Table: Cloud roadmap timeline

How we ranked these picks

We ordered cloud certifications by level and prerequisites. Fees come from official pages, checked 3 November 2026.

Frequently asked questions

Where should I start in cloud?

AWS Cloud Practitioner or Azure AZ-900, then an associate exam.

Can I skip the fundamentals exam?

Yes if you have IT experience; go straight to an associate exam.

Which cloud should I learn first?

The one your target employers use; AWS is the common default.

When should I take CKA?

After an associate cloud exam, when you're heading to platform or DevOps roles.

Is there a free cloud test for each stage?

Yes. Science of Apps offers free AWS, Azure, Google Cloud and Kubernetes tests.

Sources

  1. Amazon Web Services — AWS Certified Cloud Practitioner, official page (checked 3 Nov 2026)
  2. Microsoft — Microsoft Azure Fundamentals (AZ-900), official page (checked 3 Nov 2026)
  3. Amazon Web Services — AWS Certified Solutions Architect – Associate, official page (checked 3 Nov 2026)
  4. Microsoft — Microsoft Azure Administrator (AZ-104), official page (checked 3 Nov 2026)
  5. Google Cloud — Google Cloud Associate Cloud Engineer, official page (checked 3 Nov 2026)
  6. Linux Foundation — Certified Kubernetes Administrator (CKA), official page (checked 3 Nov 2026)
  7. HashiCorp — HashiCorp Certified: Terraform Associate, official page (checked 3 Nov 2026)
  8. Amazon Web Services — AWS Certified Machine Learning Engineer – Associate, official page (checked 3 Nov 2026)
  9. Google Cloud — Google Cloud Professional Machine Learning Engineer, official page (checked 3 Nov 2026)
  10. Checked November 4, 2026. Figures that change — fees, salaries, prices — are reviewed every six months; if something is out of date, tell us.
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