RoleMath

The cited path

Path to Data Analyst

A cited, evidence-ordered certification roadmap toward Data Analyst — each step’s RoleMath Difficulty Score, real exam cost, and the role’s BLS pay. Click any step for its cited page; mark steps done to track your progress (saved on this device).

0 of 14 steps marked done

  1. Splunk Core Certified Power User

    Step 1 · Foundation

    Splunk Core Certified Power User maps to Data Analyst as a foundation credential based on its cited track token:data-analyst signal.

    Difficulty 20/100 · FoundationalCost ~$130 exam

  2. Splunk Core Certified User

    Step 2 · Foundation

    Splunk Core Certified User maps to Data Analyst as a foundation credential based on its cited track token:data-analyst signal.

    Difficulty 20/100 · FoundationalCost ~$130 exam

  3. Splunk O11y Cloud Certified Metrics User

    Step 3 · Foundation

    Splunk O11y Cloud Certified Metrics User maps to Data Analyst as a foundation credential based on its cited track token:data signal.

    Difficulty 20/100 · FoundationalCost ~$130 exam

  4. Cisco AI Technical Practitioner

    Step 4 · Step

    Cisco AI Technical Practitioner includes data research and analysis topics but is not a data analyst hiring credential.

    Difficulty 20/100 · FoundationalCost ~$150 exam

  5. CompTIA Data+

    Step 5 · Strong signal

    Data+ maps to analyst fundamentals, data preparation, statistics, visualization, and governance.

    Difficulty 30/100 · FoundationalCost ~$264 exam

  6. SnowPro Core Certification

    Step 6 · Foundation

    SnowPro Core Certification maps to Data Analyst as a foundation credential based on its cited track token:data signal.

    Difficulty 30/100 · FoundationalCost ~$175 exam

  7. CompTIA A+

    Step 7 · Step

    A+ is not a data analyst credential unless the user first needs IT support employment.

    Difficulty 30/100 · FoundationalCost ~$548 exam

  8. Splunk Core Certified Advanced Power User

    Step 8 · Strong signal

    Splunk Core Certified Advanced Power User maps to Data Analyst as a strong role signal based on its cited track token:data-analyst signal.

    Difficulty 40/100 · ModerateCost ~$130 exam

  9. Databricks Certified Data Analyst Associate

    Step 9 · Strong signal

    Databricks Certified Data Analyst Associate maps to Data Analyst as a strong role signal based on its cited name keyword:data signal.

    Difficulty 45/100 · ModerateCost ~$200 exam

  10. CompTIA DataSys+

    Step 10 · Adjacent skill

    DataSys+ supports database fluency but is not primarily a data analyst credential.

    Difficulty 60/100 · HardCost ~$399 exam

  11. Splunk Enterprise Certified Admin

    Step 11 · Step

    Splunk Enterprise Certified Admin maps to Data Analyst as an advanced credential for progressing toward/within this role, not an entry signal.

    Difficulty 60/100 · HardCost ~$130 exam

  12. SnowPro Advanced: Data Analyst

    Step 12 · Step

    SnowPro Advanced: Data Analyst maps to Data Analyst as an advanced credential for progressing toward/within this role, not an entry signal.

    Difficulty 75/100 · HardCost ~$375 exam

  13. Splunk Enterprise Certified Architect

    Step 13 · Step

    Splunk Enterprise Certified Architect maps to Data Analyst as an advanced credential for progressing toward/within this role, not an entry signal.

    Difficulty 80/100 · ExpertCost ~$130 exam

  14. CompTIA DataAI

    Step 14 · Step

    DataAI is advanced and can sit on a long-term data ladder, not an entry analyst route.

    Difficulty 85/100 · ExpertCost ~$544 exam

  15. Business Intelligence Analysts

    Destination · The role

    BLS reports a $120,230 national median for Business Intelligence Analysts (SOC 15-2051, OEWS May 2025) — occupation-level pay set by role and location, not produced by the certificates, with entry-level below it.

How to read this

A cited sequence — not the only route, and not a guarantee

Sequence is evidence-based ordering from current RoleMath data, not a guaranteed hiring path, pass prediction, salary promise, ROI claim, or requirement that every credential be completed.

The Difficulty Scores and exam costs are cited and dated; the pay is the occupation’s median (entry-level below it), never a salary the certificates produce. Pick the order that fits your background.

Full role learning roadmap →How the Difficulty Score works →See the full pay band →Get paid to learn →

The sources

Every number on this map is cited

Difficulty Scores: RoleMath cited Difficulty Score methodology. Exam fees: vendor published prices (retrieved June 2026). Sequence: RoleMath role–certification evidence ordering from role_certification_edges + cited difficulty/cost. Pay: BLS OEWS, May 2025 (national median for Business Intelligence Analysts, SOC 15-2051). The path is descriptive planning context, not a requirement, transition guarantee, or a salary you are promised.

Common questions

Becoming a Data Analyst, answered honestly

What certifications help toward Data Analyst?
By RoleMath's evidence-based ordering of cited certification data, a common sequence starts with Splunk Core Certified Power User (Difficulty 20/100) and builds toward more advanced credentials. It is a sequence, not a requirement that you complete every one, and not a guaranteed hiring path — many people also enter through degrees, apprenticeships, and adjacent roles.
How much does Data Analyst pay?
BLS reports a $120,230 national median for Business Intelligence Analysts (SOC 15-2051, OEWS May 2025). That is occupation-level pay set by the role and location — half earn more, half less, entry-level sits below it, and it is not a salary the certificates produce.
Do I have to do every certification in order?
No. The order reflects how the credentials build on one another, but it is planning context, not a rule. Open each step for its cited detail, and pick the path that fits your background and target.

Build the plan for your situation

This is the common route. The planner tailors it to the skills you already have. RoleMath sells nothing.

Build a cited planSee all cited paths →See the full roadmap →