BrowseJobs · Interview Question Bank

Data Analytics

SQL, dashboards, and decisions from data. · Generated 26 August 2026

● Generated by the BrowseJobs engine (kimi-k3)

What interviews ask, round by round

Round 1 · Recruiter Screen

Walk me through a recent dashboard you built
Rate your SQL and Python proficiency honestly

Round 2 · Technical Deep-Dive

Write SQL for month-over-month revenue growth
Explain window functions with a real example
How would you investigate a sudden metric drop

Round 3 · Case Study

Design an A/B test for a checkout change
Define KPIs for a food delivery app

Round 4 · Managerial Round

Present an insight that changed a business decision
How do you handle a stakeholder rejecting your analysis

Market demand for this track

≈ 112 active openings in India (last 30 days, est.) · trend +1300%

Role	Est. openings
Data Analyst	≈ 37
Data Science & Analytics - Other	≈ 19
Data Engineer	≈ 16
Software Development - Other	≈ 7

Portal mix: scraper 100%. Verify any of this yourself — open Naukri, search the role, filter “Last 7 days”, count.

Skills heating up ▲ / cooling down ▼

Skill	Demand	Why
GenAI / LLM engineering	▲ +62%	Every GCC is staffing AI teams
Databricks + Spark	▲ +38%	Lakehouse migrations accelerating
Kubernetes & platform eng	▲ +31%	Platform teams replacing pure ops
dbt + analytics engineering	▲ +27%	Modern data stack adoption
Power BI + DAX	▲ +19%	Analytics hiring steady in GCCs
Manual QA testing	▼ -34%	Automation replacing manual cycles
Legacy PHP maintenance	▼ -22%	Stacks consolidating to newer runtimes
Hadoop administration	▼ -28%	Workloads moving to cloud lakehouses
Excel-only reporting	▼ -17%	BI tools now the baseline

Want the answers drilled into you?
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Market figures are directional estimates generated by BrowseJobs' AI market analysis — signals, not guarantees. We publish how to verify every claim (open Naukri and count). Questions are compiled from our monthly analysis of real interview loops in Indian tech hiring. © BrowseJobs. Tip: use your browser's Print → Save as PDF for a print copy.