Some data analytics certifications are associated with notably higher-earning roles. This guide ranks data analytics certifications by the typical pay of the roles they support, using BLS salary data, so you can target credentials with strong earning potential. Pay reflects the role, not the certification itself; verify exam details on each official page.
| Certification | Level | Provider | Exam cost | Typical salary |
|---|---|---|---|---|
| Google Data Analytics Professional Certificate | Foundational | Google / Coursera | Coursera subscription ~$49/month (US) … | $112,590 |
| Tableau Desktop Specialist | Foundational | Salesforce / Tableau | $75 USD plus applicable taxes | $112,590 |
| Tableau Certified Data Analyst | Professional | Salesforce / Tableau | $200 USD plus applicable taxes | $112,590 |
| Databricks Certified Data Engineer Associate | Associate | Databricks | $200 USD registration fee | $112,590 |
| Databricks Certified Data Engineer Professional | Professional | Databricks | $200 USD registration fee | $112,590 |
| Databricks Certified Machine Learning Associate | Associate | Databricks | $200 USD registration fee | $112,590 |
| Data Cloud Consultant | Professional | Salesforce | $200 USD plus applicable taxes | $112,590 |
| Databricks Data Analyst | Associate | Databricks | $200 USD registration fee | $112,590 |
| SnowPro Data Engineer | Advanced | Snowflake | $375 USD per exam attempt | $112,590 |
| AI Associate | Foundational | Salesforce | $75 USD plus applicable taxes | $101,190 |
| AI Specialist | Professional | Salesforce | $200 USD plus applicable taxes | $101,190 |
Data reflects verified values where available; confirm current details on each official page. "—" means not yet verified.
A well-rounded choice that balances accessibility, recognition, and the roles it supports.
Entry-level requirements make this a practical first certification (Foundational level).
The most advanced option here — commonly associated with senior and leadership roles.
Linked to roles with a BLS median around $112,590 — the highest in this guide.
Start from your target role, not the certification. If you're entering the field, a lower-cost entry credential gets you past screening fastest. If you already have experience, an advanced certification signals depth for senior roles. Match the certification's typical roles (in the table above) to the jobs you're actually applying for, and confirm cost and prerequisites on the official page before committing.
Build a resume targeted to these roles, then track every application in one place.