A five-stage path tuned for the Indian market — 3,820 open Data Scientist roles right now, salary band ₹6L – ₹45L. The detailed week-by-week curriculum is being authored and lands shortly. In the meantime here is the exact structure we are building, and the entry points that already work.
Detailed roadmap content launching this month · last refreshed May 2026
Turn data into insights and help businesses make better decisions.
Statistics, SQL and Python are the daily tools — every week you finish a notebook that answers one business-shaped question with data.
Each project must end with a measurable business recommendation, not just a chart. Hiring managers cut at this point.
Three case studies a recruiter can scan in 60 seconds: business problem → method → quantified outcome. This is the portfolio that opens product-company interviews.
Pick a domain you'll be senior in for the next 4 years. The salary band steepens sharply once you're the go-to person for a function — not a generalist.
Lead modelling strategy for a product line. Top-quartile Data Scientists at PhonePe / Flipkart / Walmart clear ₹40L+ — but only with measurable revenue impact.
Don't plan in isolation — anchor the roadmap to live hiring signal. Browse the 3,820 open Data Scientist roles in India to see what employers actually demand, and benchmark offers against the Data Scientist salary tracker.
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