By Quick answer: Which AI certifications help you get hired in 2027?
- Any role — AWS Certified AI Practitioner, $100, no coding.
- Developers — Microsoft AI-102 for building AI apps on Azure.
- ML roles — AWS Machine Learning Engineer – Associate.
- Managers / data teams — Google Cloud Generative AI Leader; Databricks Generative AI Engineer.
Key takeaways
- Recruiters search for vendor AI certifications by exact name; course badges rarely appear in their filters.
- Match the certification to the job title you're applying for, not to what's trending.
- Write the certification's full name and code on your résumé and LinkedIn, exactly as recruiters type it.
Recruiters screening AI-related roles search applicant systems and LinkedIn for specific credential names. Course certificates rarely show up in those searches; proctored vendor certifications do. That's the logic of this shortlist: five AI certifications, each matched to the job titles where recruiters most often look for it, all with exams employers can verify.
The top 5 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.
| # | Certification | Cost | Time | Prove it free |
|---|---|---|---|---|
| 1 | AWS Certified AI PractitionerAmazon Web Services | $1001 | 90 minutes, 65 questions | Free test |
| 2 | Microsoft Azure AI Engineer Associate (AI-102)Microsoft | Exam priced by country2 | 100 minutes | Free test |
| 3 | AWS Certified Machine Learning Engineer – AssociateAmazon Web Services | $1503 | Check issuer | Free test |
| 4 | Google Cloud Generative AI LeaderGoogle Cloud | $994 | 90 minutes, multiple choice | Free test |
| 5 | Databricks Certified Generative AI Engineer AssociateDatabricks | $2005 | 90 minutes | Free test |
Prove it free before you pay for an exam
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.)
- AWS AI Practitioner Practice ExamPractise for AWS Certified AI Practitioner before you pay.Start free test →
- AI-102 Practice TestPractise for Microsoft Azure AI Engineer Associate (AI-102) before you pay.Start free test →
- AWS ML Engineer Associate Practice ExamPractise for AWS Certified Machine Learning Engineer – Associate before you pay.Start free test →
- Google Generative AI Leader Practice ExamPractise for Google Cloud Generative AI Leader before you pay.Start free test →
Each certification, and the job title it matches
- AWSAWS Certified AI PractitionerAny role that now uses AI$100
- MicrosoftMicrosoft Azure AI Engineer Associate (AI-102)AI developers on AzureExam priced by country
- AWSAWS Certified Machine Learning Engineer – AssociateML engineering roles$150
AWS Certified AI Practitioner
- Cost
- $1001
- Format
- 90 minutes, 65 questions
Matches the widest range of job titles: product manager, analyst, consultant, sales engineer, support lead, anyone expected to work with AI. $100, 90 minutes, no coding. List it as 'AWS Certified AI Practitioner'.
Best forany role that now uses AI
Microsoft Azure AI Engineer Associate (AI-102)
- Cost
- Exam priced by country2
- Format
- 100 minutes
Matches AI engineer, AI developer and Azure developer roles, particularly in enterprises on Microsoft. It shows you can build retrieval, agent, language and vision solutions with Azure services.
Best forAI developers on Azure
AWS Certified Machine Learning Engineer – Associate
- Cost
- $1503
Matches ML engineer, MLOps engineer and applied scientist roles on AWS. It proves you can take models from data to deployment and monitoring, at $150.
Best forML engineering roles
Google Cloud Generative AI Leader
- Cost
- $994
- Format
- 90 minutes, multiple choice
Matches AI product manager, transformation lead and head-of roles, where you decide what to build with generative AI. $99 for 90 minutes on strategy and governance.
Best formanagers and AI leads
Databricks Certified Generative AI Engineer Associate
- Cost
- $2005
- Format
- 90 minutes
Matches data engineer, ML engineer and GenAI engineer roles at companies using Databricks. A hands-on exam on building and deploying LLM applications. Databricks' associate exam proves you can design and build LLM applications on the Databricks platform, from data preparation to evaluation. It's 90 minutes and costs $200, so it suits data and AI engineers whose teams use Databricks.
Best fordata teams building LLM apps
Write it so recruiters find it
- Use the full official name — 'AWS Certified AI Practitioner', not 'AWS AI cert'.
- Add the exam code where one exists — such as AI-102; recruiters search for codes too.
- Put it in three places — résumé certifications section, LinkedIn Licenses & certifications, and your headline if it's central to the role.
- Link the verification — add the credential ID or badge URL.
Pair it with one AI project
Interviewers ask what you've done with AI, not what you've passed. Build one small project matched to the role: an evaluated prompt set for a PM, a retrieval app for a developer, a deployed model for an ML engineer. Ten minutes explaining it convincingly outweighs any certificate.
How we ranked these picks
We chose the AI certifications most often matched to specific job titles, required to be proctored and verifiable, and covering the main role families: any-role AI literacy, AI development, ML engineering, AI leadership and data engineering. Costs and formats come from official pages, checked 3 November 2026.
Frequently asked questions
Which AI certification do recruiters look for?
Vendor certifications with recognisable names, such as AWS Certified AI Practitioner, Microsoft AI-102, AWS Machine Learning Engineer, Google Cloud Generative AI Leader and Databricks Generative AI Engineer. Match the certification to the job title you want.
What is the best AI certification for freshers?
AWS Certified AI Practitioner or Microsoft AI-900 for most freshers, since neither requires coding. Freshers with programming skills can aim for AI-102 after building a small AI project.
Is one AI certification enough to get hired?
One relevant certification plus a project you can discuss is enough for many roles. Adding more certifications helps less than adding real work examples.
Should I list AI course certificates on my résumé?
Yes, if relevant, but put proctored certifications first. Recruiters filter for exam-based credentials; course certificates support your story but rarely trigger searches.
Which AI certification is best for jobs in India?
AWS AI Practitioner, Microsoft AI-102 and AWS ML Engineer are widely recognised by IT services firms, global capability centres and product companies in India. Check Naukri for the role you want.
Sources
- Amazon Web Services — AWS Certified AI Practitioner, official page (checked 3 Nov 2026)
- Microsoft — Microsoft Azure AI Engineer Associate (AI-102), official page (checked 3 Nov 2026)
- Amazon Web Services — AWS Certified Machine Learning Engineer – Associate, official page (checked 3 Nov 2026)
- Google Cloud — Google Cloud Generative AI Leader, official page (checked 3 Nov 2026)
- Databricks — Databricks Certified Generative AI Engineer Associate, official page (checked 3 Nov 2026)
- Checked November 4, 2026. Figures that change — fees, salaries, prices — are reviewed every six months; if something is out of date, tell us.
Where to go from here
- The best online certifications of 2027 — the full top 10 across every field
- Free Online Certifications in 2027: 10 That Employers Respect — related guide
- Science of Apps free certification catalogue — 1,200+ free tests
- Career guides by Science of Apps for 2027Top 5 machine learning certifications to get hired in 2027: the ones ML job posts rewardThe top 5 machine learning certifications to get hired in 2027: AWS ML Engineer, Google Cloud ML Engineer, Azure DP-100, Azure AI-102 and Databricks GenAI.
- Career guides by Science of Apps for 2027Top 5 data science certifications to get hired in 2027: the ones data science job posts rewardThe top 5 data science certifications to get hired in 2027: Azure DP-100, IBM Data Science, Google Advanced Data Analytics, AWS ML Engineer and Databricks.
- Career guides by Science of Apps for 2027Top 5 DevOps certifications to get hired in 2027: the ones job posts nameThe top 5 DevOps certifications to get hired in 2027: CKA, Terraform, AWS Solutions Architect, Azure AZ-104 and Google Cloud ACE.
- Career guides by Science of Apps for 2027Top 5 cloud computing certifications to get hired in 2027: the ones cloud job posts nameThe top 5 cloud certifications to get hired in 2027: AWS Solutions Architect, Azure AZ-104, Google Cloud ACE, CKA and Terraform, matched to job titles.
- Career guides by Science of Apps for 2027The best generative AI certifications of 2027: ten for using, building and leading with GenAIThe 10 best generative AI certifications of 2027 for users, builders and leaders: Azure AI-102, Databricks GenAI, Google Cloud GenAI Leader, NVIDIA and more.
- Career guides by Science of Apps for 2027The highest-paying AI certifications of 2027: seven tied to the best-paid AI rolesThe 7 AI certifications tied to the best-paid AI roles in 2027: AWS ML Engineer, Google Cloud ML Engineer, Azure AI-102, Databricks GenAI and more.
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Prove the skill before you pay for the exam.
Start with the free AWS AI Practitioner Practice Exam. 1,200+ free, test-based certifications graded on our server. Pass and get a founder-signed certificate with a credential ID employers can verify.