Data Analyst Roadmap for India: Skills to Build in Q2 2026
Core stack for India analyst roles in Q2 2026
SQL remains non-negotiable—window functions, joins, and performance intuition. Add one BI tool (Power BI, Looker Studio, or Tableau) and a spreadsheet layer for finance partners.
Storytelling skills
Translate charts into decisions. Practice “insight, evidence, recommendation” in five sentences.
Portfolio pieces
Public datasets on Indian themes (e.g., mobility, prices) with clean dashboards beat Kaggle medals without narrative.
Domain paths
Fintech expects risk and funnel metrics; e-commerce cares about cohorts and inventory; SaaS cares about activation and churn.
Interview drills
Metric definitions, experiment basics, and SQL live screens. rehearse clarifying questions before writing queries.
FAQ
Do I need Python for every analyst job?
Increasingly helpful, but not always mandatory. Read JDs—some roles are SQL + BI only.
How much stats is required?
Basics of distributions and hypothesis tests help. Deep theory matters more for research-heavy roles.
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