By Quick answer: Is data analytics still a good career in 2027?
- Demand — AI and big data top growing skills (WEF).
- Change — routine reporting automating.
- Edge — statistics, AI, communication.
- Start — Google Data Analytics.
Key takeaways
- Analytics demand is strong, but the work is changing.
- Analysts who use AI well have the edge.
- Move toward insight and decisions, not just reports.
Data analytics has been a popular career for years, and AI is changing it. The World Economic Forum still puts AI and big data at the top of its growing-skills list.1
Certifications that answer this
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 | Google Data Analytics Professional CertificateGoogle / Coursera | $49/mo Coursera plan2 | 6 months at 10 hours a week | Free test |
| 2 | Microsoft Power BI Data Analyst (PL-300)Microsoft | Exam priced by country3 | 100 minutes; renew free every 12 months | Free test |
| 3 | Google Advanced Data Analytics Professional CertificateGoogle / Coursera | $49/mo Coursera plan4 | 6 months at 10 hours a week | Free test |
| 4 | Google AI EssentialsGoogle / Coursera | $49/mo Coursera plan5 | Under 10 hours (per course page) | Free test |
| 5 | Machine Learning SpecializationDeepLearning.AI & Stanford / Coursera | $49/mo Coursera plan6 | 2 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.)
- Statistics for Data Analysts CertificationPractise for Google Data Analytics Professional Certificate before you pay.Start free test →
- PL-300 Practice TestPractise for Microsoft Power BI Data Analyst (PL-300) before you pay.Start free test →
- Python for Data Analysis CertificationPractise for Google Advanced Data Analytics Professional Certificate before you pay.Start free test →
- AI Literacy CertificationPractise for Google AI Essentials before you pay.Start free test →
Each certification, and why it's here
- CourseraGoogle Data Analytics Professional CertificateStart$49/mo Coursera plan
- MicrosoftMicrosoft Power BI Data Analyst (PL-300)ProveExam priced by country
- CourseraGoogle Advanced Data Analytics Professional CertificateStep up$49/mo Coursera plan
Google Data Analytics Professional Certificate
- Cost
- $49/mo Coursera plan2
- Time
- 6 months at 10 hours a week
About six months. 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 forstart
Microsoft Power BI Data Analyst (PL-300)
- Cost
- Exam priced by country3
- Format
- 100 minutes; renew free every 12 months
Proctored Power BI. Microsoft's Power BI Data Analyst exam proves you can prepare, model and visualise data and share reports securely. It's 100 minutes, priced by country, with free Microsoft Learn training and free online renewal every 12 months.
Best forprove
Google Advanced Data Analytics Professional Certificate
- Cost
- $49/mo Coursera plan4
- Time
- 6 months at 10 hours a week
Statistics and Python. 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 forstep up
Google AI Essentials
- Cost
- $49/mo Coursera plan5
- Time
- Under 10 hours (per course page)
Practical AI. Google's short course teaches practical generative AI for everyday work: drafting, research, analysis and using AI responsibly. It needs no technical background and takes under ten hours, so it suits almost any professional who wants to use AI tools with more confidence.
Best forAI skills
Machine Learning Specialization
- Cost
- $49/mo Coursera plan6
- Time
- 2 months at 10 hours a week
ML Specialization. Andrew Ng's specialization with Stanford teaches supervised and unsupervised learning, model evaluation and practical machine learning in Python. It takes about two months at ten hours a week and is widely regarded as the clearest structured start in ML.
Best forML path
How the analyst role is changing
| Less of | More of |
|---|---|
| Manual reports | Analysis and recommendations |
| Spreadsheet wrangling | SQL, Python, AI-assisted work |
| Static dashboards | Decision support |
Table: How analytics work is shifting
How we ranked these picks
Answers draw on official certification pages checked 3 November 2026 and the sources listed.
Frequently asked questions
Will AI replace data analysts?
It's automating routine work; analysis and judgement remain.
Is the market saturated?
Entry roles are competitive; skills and projects stand out.
What should analysts learn?
Statistics, Python and AI tools.
Is data analytics good in India?
Demand is strong in IT services and GCCs.
Is there a free test?
Yes. Science of Apps offers free analytics tests.
Sources
- World Economic Forum — The Future of Jobs Report 2025
- Google — Google Data Analytics Professional Certificate, official page (checked 3 Nov 2026)
- Microsoft — Microsoft Power BI Data Analyst (PL-300), official page (checked 3 Nov 2026)
- Google — Google Advanced Data Analytics Professional Certificate, official page (checked 3 Nov 2026)
- Google — Google AI Essentials, official page (checked 3 Nov 2026)
- DeepLearning.AI & Stanford — Machine Learning Specialization, 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.
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