By Quick answer: Which certifications are best for product managers in 2027?
- Agile — PSM I.
- Data — Google Data Analytics, Advanced.
- Users — Google UX Design.
- AI — AI for Business, GenAI Leader.
Key takeaways
- No single product management certification dominates hiring.
- Data and AI skills are the biggest PM differentiators in 2027.
- Show a product decision you made with data.
Product management has no PMP equivalent; PMs are hired on judgement and track record. But certain skills make PMs stronger: agile delivery, data, user research and, in 2027, AI. These eight certifications build them.
Eight certifications for product managers
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 | Professional Scrum Master I (PSM I)Scrum.org | Check the official page1 | Check issuer | Free test |
| 2 | Google Data Analytics Professional CertificateGoogle / Coursera | $49/mo Coursera plan2 | 6 months at 10 hours a week | Free test |
| 3 | Google UX Design Professional CertificateGoogle / Coursera | $49/mo Coursera plan3 | 6 months at 10 hours a week | Free test |
| 4 | AI for Business SpecializationWharton / Coursera | Coursera plan4 | Self-paced | Free test |
| 5 | Google Cloud Generative AI LeaderGoogle Cloud | $995 | 90 minutes, multiple choice | Free test |
| 6 | PMI Agile Certified Practitioner (PMI-ACP)PMI | $435 PMI members / $495 non-members6 | 180 minutes, 120 questions | Free test |
| 7 | AWS Certified AI PractitionerAmazon Web Services | $1007 | 90 minutes, 65 questions | Free test |
| 8 | Google Advanced Data Analytics Professional CertificateGoogle / Coursera | $49/mo Coursera plan8 | 6 months at 10 hours a week | 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.)
- PSM I Practice TestPractise for Professional Scrum Master I (PSM I) before you pay.Start free test →
- Statistics for Data Analysts CertificationPractise for Google Data Analytics Professional Certificate before you pay.Start free test →
- UX Design CertificationPractise for Google UX Design Professional Certificate before you pay.Start free test →
- AI for Business Professionals CertificationPractise for AI for Business Specialization before you pay.Start free test →
Each certification, and what it adds to a PM
- Scrum.orgProfessional Scrum Master I (PSM I)Agile deliveryCheck the official page
- CourseraGoogle Data Analytics Professional CertificateProduct analytics$49/mo Coursera plan
- CourseraGoogle UX Design Professional CertificateUser research$49/mo Coursera plan
Professional Scrum Master I (PSM I)
- Cost
- Check the official page1
Scrum.org's exam-only credential; useful for working with Scrum teams. Scrum.org's Professional Scrum Master I is exam-only, with no course required, and it doesn't expire. Study the free Scrum Guide and practise before booking; check Scrum.org's page for the current fee.
Best foragile delivery
Google Data Analytics Professional Certificate
- Cost
- $49/mo Coursera plan2
- Time
- 6 months at 10 hours a week
SQL, spreadsheets and Tableau for product analytics. Google's professional certificate teaches spreadsheets, SQL, Tableau and R through case studies and ends with a portfolio capstone. It's designed for beginners, takes about six months at ten hours a week and offers financial aid on Coursera.
Best forproduct analytics
Google UX Design Professional Certificate
- Cost
- $49/mo Coursera plan3
- Time
- 6 months at 10 hours a week
User research, prototyping and testing. Google's professional certificate covers UX research, wireframing, prototyping and testing in Figma, ending with three portfolio projects. It takes about six months at ten hours a week, with financial aid available.
Best foruser research
AI for Business Specialization
- Cost
- Coursera plan4
AI strategy, data and ethics. Wharton's specialization on Coursera covers AI strategy, data, ethics and organisational change in business terms. It suits managers and leaders planning AI adoption, and financial aid is available.
Best forAI product strategy
Google Cloud Generative AI Leader
- Cost
- $995
- Format
- 90 minutes, multiple choice
$99 exam on generative AI strategy. Google Cloud's foundational exam tests generative AI strategy for non-technical leaders: use cases, risks and adoption. It's 90 minutes of multiple choice and costs $99, one of the cheapest proctored AI credentials available.
Best forAI leadership proof
PMI Agile Certified Practitioner (PMI-ACP)
- Cost
- $435 PMI members / $495 non-members6
- Format
- 180 minutes, 120 questions
- Entry
- 2+ years of experience and 21 hours of agile training
PMI's agile credential for experienced practitioners. PMI's agile credential is a 180-minute, 120-question exam covering several agile approaches. It needs two or more years of experience and 21 hours of agile training and costs $435 for PMI members or $495.
Best forexperienced agile PMs
AWS Certified AI Practitioner
- Cost
- $1007
- Format
- 90 minutes, 65 questions
$100 exam on AI and ML concepts. AWS's foundational exam covers AI, machine learning and generative AI concepts and how AWS services support them. It's 90 minutes with 65 questions and costs $100, so it suits cloud, tech and business staff who need AI literacy.
Best forAI literacy
Google Advanced Data Analytics Professional Certificate
- Cost
- $49/mo Coursera plan8
- Time
- 6 months at 10 hours a week
Statistics and regression for A/B testing. Google's advanced certificate takes analysts into statistics, regression, machine learning and Python. It takes about six months at ten hours a week and is the natural next step after Google Data Analytics.
Best forexperimentation and statistics
Pick by PM gap
| Gap | Certification |
|---|---|
| Delivery | PSM I |
| Data | Google Data Analytics |
| Users | Google UX Design |
| AI | AI for Business |
Table: PM certifications by skill gap
How we ranked these picks
We ranked certifications by how much they strengthen core PM skills. Fees come from official pages, checked 3 November 2026.
Frequently asked questions
Do product managers need certifications?
Not required, but data, UX and AI skills help.
Which certification is best for aspiring PMs?
Google Data Analytics plus PSM I is a strong combination.
Is PSM I useful for product managers?
Yes; Scrum.org also offers product owner credentials.
How should PMs learn AI?
AI for Business or GenAI Leader for strategy; AWS AI Practitioner for literacy.
Is there a free PM test?
Yes. Science of Apps offers free product management tests.
Sources
- Scrum.org — Professional Scrum Master I (PSM I), official page (checked 3 Nov 2026)
- Google — Google Data Analytics Professional Certificate, official page (checked 3 Nov 2026)
- Google — Google UX Design Professional Certificate, official page (checked 3 Nov 2026)
- Wharton — AI for Business Specialization, official page (checked 3 Nov 2026)
- Google Cloud — Google Cloud Generative AI Leader, official page (checked 3 Nov 2026)
- PMI — PMI Agile Certified Practitioner (PMI-ACP), official page (checked 3 Nov 2026)
- Amazon Web Services — AWS Certified AI Practitioner, official page (checked 3 Nov 2026)
- Google — Google Advanced Data Analytics Professional Certificate, 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
- Best Certifications by Profession (2027 Directory) — related guide
- Best AI Certifications of 2027: 10 Ranked by Career Impact — related guide
- Career guides by Science of Apps for 2027The top certifications for managers in 2027: eight for leading people, projects and AI changeThe 8 best certifications for managers in 2027: PMP, PSM I, AI for Business, GenAI Leader, SHRM-CP, Six Sigma, Google Data Analytics and AI Essentials.
- Career guides by Science of Apps for 2027The top 10 certifications for project managers in 2027: PMI, agile, AI and specialistThe top 10 certifications for project managers in 2027: PMP, PMI-ACP, PSM I, CSM, CAPM, ITIL 4, Six Sigma, AI for Business, GenAI Leader and PL-300.
- Career guides by Science of Apps for 2027The best leadership and management certifications of 2027: seven for managers leading through AIThe 7 best leadership and management certifications of 2027: PMP, AI for Business, Google Cloud GenAI Leader, CISM, SHRM-CP, PMI-ACP and AI for Everyone.
- Career guides by Science of Apps for 2027The project management certification roadmap for 2027: from coordinator to programme leaderA project management certification roadmap for 2027: Google PM and CAPM, then PSM I or CSM, then PMP, then PMI-ACP, Six Sigma or AI for Business.
- Career guides by Science of Apps for 2027The top 10 certifications for MBA graduates in 2027: the skills an MBA doesn't proveThe top 10 certifications for MBA graduates in 2027: PMP, CFA, FMVA, PL-300, Google Data Analytics, AI for Business, GenAI Leader, CSCP, CBAP and PSM I.
- Career guides by Science of Apps for 2027Certifications that help you get promoted in 2027: eight that prove you're ready for the next level8 certifications that help you get promoted in 2027: PMP, CISSP, CISM, AWS SAA, PL-300, AI for Business, GenAI Leader and PMI-ACP, by career track.
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