Ben's Data Analytics Roadmap

Tampa Bay · $55K → $250K+ · Target: Chief Data Officer / VP Analytics · Skills-first, analytics leadership

Living document · certs + hard skills front-load Transition–Stage 2 (what postings screen on); leadership + MPA + domain carry Stages 3–4 · pills open official training · DataCamp tracks are the continuous-learning spine · last updated July 2026

~$70K ~$125K ~$145K $250K+ Now Stage 1 Stage 2 Stage 3 The Goal
Credential — proctored exam Skill course (DataCamp) Focus — leadership / strategy Current jobs — saved-search + alert (expand per stage)
Transition  Not yet hired$55K – $80K
Get hired as a Data Analyst
Everything needed to land the first Data Analyst role
Credentials — proctored exam
PL-300 · Power BI Data Analyst ✓DP-900 · Azure Data Fundamentals
PL-300 in progress · DP-900 already earned.
Skills — DataCamp (SQL in progress; Intro + Intermediate already done)
SQL · Associate Data Analyst track Power BI Fundamentals Excel Power Tools Data Storytelling · Data Communication
Power BI Fundamentals (6 courses — DAX, data modeling, data prep, visualization) builds the Power BI skills PL-300 tests, so it feeds straight into the exam.
Order → ① SQL track + ② Power BI Fundamentals (in tandem) → ③ PL-300 exam · ④ Excel Power Tools · ⑤ Data Communication → get hired · then Python (Stage 1). Never run three brand-new tracks at once.
1
Stage 1  Currently held$55K – $80K
Data Analyst
Data Analyst · BI Analyst · Reporting Analyst — employed, climbing to Senior
Credentials — proctored exam
Tableau Desktop Specialist DataCamp Data Analyst Professional
Tableau + Power BI = the two BI tools employers screen on (Tableau certs run through Salesforce Trailhead). The DataCamp Data Analyst Professional cert validates your SQL + Python coursework — sit it last.
Skills — DataCamp
Python · Data Analyst track Tableau Fundamentals Statistics Fundamentals
Highest-frequency analyst skills — SQL ~80% · Python ~50% · one BI tool standard. (Advanced SQL — window functions & CTEs — is already covered inside the Associate Data Analyst in SQL track.) Tableau Fundamentals preps the Desktop Specialist exam; Statistics = hypothesis testing.
Order → ① Python track · ② Tableau Fundamentals · ③ Tableau Desktop Specialist · ④ Statistics · ⑤ DataCamp Data Analyst Professional (needs SQL + Python)
▸Current jobs“Data Analyst”— open a search, then hit “Save / Create alert” for a daily digest
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2
Stage 2  Currently held$110K – $140K
Senior Data Analyst
Senior Data Analyst · Lead Analyst — the biggest income jump; climbing to Manager
Credentials — proctored exam
Tableau Certified Data Analyst
Skills — DataCamp · the levers that move comp here
A/B Testing · Customer Analytics Applied AI · AI Fundamentals Machine Learning Fundamentals Marketing Analytics
⚡ Applied AI is the single biggest salary multiplier in 2026 analytics roles — 2+ AI skills ≈ 43% pay premium (that's why AI Fundamentals + ML). A/B testing is the other Senior lever; Marketing Analytics leans on your domain edge.
Order → ① A/B Testing · ② AI Fundamentals · ③ Machine Learning Fundamentals · ④ Marketing Analytics · ⑤ Tableau Certified Data Analyst
▸Current jobs“Senior Data Analyst”— open a search, then hit “Save / Create alert” for a daily digest
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3
Stage 3  Currently held$130K – $160K
Analytics Manager / Lead
Analytics Manager · Analytics Lead — postings want leadership + an advanced degree, not more certs
Advanced degree — the "preferred" qualification, already earned
✓MPA · the advanced degree most analysts lack
Focus — a leadership role now · built through your MPA + team-lead experience, not a course
People management & hiring Analytics strategy & roadmap KPI / OKR frameworks Executive communication Stakeholder management Budget & vendor management
📖 Further reading — how you develop these (books, not certs)
The Manager's Path — Fournier Measure What Matters — Doerr Storytelling with Data — Knaflic Creating a Data-Driven Organization — Anderson
▸Current jobs“Analytics Manager”— open a search, then hit “Save / Create alert” for a daily digest
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4
The Goal  The ceiling$180K – $250K+
Director of Analytics → VP Analytics → Chief Data Officer
Leadership scale + domain depth + MPA are the qualification — not certs
Focus — enterprise scope · leadership + domain + MPA are the qualification
Enterprise data strategy Data governance at scale AI / ML strategy & responsible AI Building data culture Board & executive communication Business & P&L acumen
📖 Further reading — data strategy & leadership (books, not certs)
Competing on Analytics — Davenport & Harris Data Strategy — Marr Prediction Machines — Agrawal et al. Infonomics — Laney
▸Current jobs“Director of Analytics”— open a search, then hit “Save / Create alert” for a daily digest
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4 stages Skills-first · analytics leadership Leadership + MPA carry Stages 3–4 $55K → $250K+ climb Analyst → Manager → Director