Guides that lead to a plan.
Guides are published as they pass review, with author, reviewer, dates and sources wherever facts matter.
Five pillars
| Pillar | Examples | Next step |
|---|---|---|
| Role readiness | What senior data scientists are expected to know | Analyze my fit |
| Interview formats | ML system design, SQL, coding, product sense | Practice this round |
| Skill depth | Evaluation, experimentation, retrieval, forecasting | Check my depth |
| Career strategy | Common versus company-specific preparation | Build my plan |
| Product research | Evidence-based learning, assessment, AI tutoring | See how SPHERO works |
The first guides are in review. Nothing is published here until it meets that bar.