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Data analyst interview prep · Southeast Asia

The SQL round is where most data analyst applications in Malaysia stop.

Learn it. Prove it. Rehearse it.

Practise the exact SQL and Excel questions Grab, Shopee and Maybank actually ask — graded instantly, in your browser, free to start.

99 SQL questions · 29 SQL chapters · free, no signup to start

Editable — this really runsTouch 'n Go · Wallets with a healthy balanceeasy
Southeast AsiaLazada/GXBank/AirAsia/Boost/AIA/99 Speedmart/Padini/Grab/Shopee/Telekom Malaysia/Carsome/Traveloka/Foodpanda/CIMB/RHB Bank/Lotus's/BigPay/Touch 'n Go/Ninja Van/Maybank/Bank Negara Malaysia/Carousell/Public Bank/DBS Bank/PayNet/Hong Leong Bank/CelcomDigi/Tenaga Nasional/Petronas/U Mobile/GoTo/Mr DIY/Bank Islam/Setel/GrabFood/AmBank/Sime Darby/GCash/Tokopedia/Zalora/Maxis41 companies
Global, hiring in AsiaTikTok/Panasonic/AEON/HSBC/Standard Chartered/EY/Intel/Toyota/DHL/Huawei/PwC/Tencent/Deloitte/Alibaba/KPMG/Sony/Accenture/Western Digital

Where to start

SQL is this role's daily tool, not one line on the job spec. A four-level path from your first SELECT to the schema and performance questions a senior analyst gets asked.

  1. 01

    Get the interview

    Can you write the query at all. The syntax every SQL interview screens for.

  2. 02

    Don't break things in your first 90 days

    The traps that don't show up in a syntax test: NULLs, timezones, silent dedup, a number that doesn't match the dashboard.

  3. 03

    Be trusted with a question

    Own an analysis end to end — window functions, subqueries, and a real take-home with a written deliverable, not just a query.

  4. 04

    Senior signals

    Schema design, index and query performance, and reading an experiment result — what separates a senior analyst from someone who just knows more SQL functions.

See the full path →

How it works

One path, from your first query to the interview.

01

Learn

Two curricula and a schema-design primer, ordered start to finish, every example runnable.

02

Practise

Graded instantly against the full result set — a real Postgres compiled to WebAssembly, running in your browser.

03

Rehearse

The formats a real interview loop actually uses — not just more questions.

AI coach

It reads your query, not a script.

Get something wrong and the coach looks at the exact query you wrote — your table names, your logic, your specific mistake — and tells you what's off without handing you the answer. Free, 3 sessions a day.

Try it on a question

Grab · Completed rides by city

SELECT city, COUNT(*) AS completed_rides
FROM rides
GROUP BY city;

AI coach

You're grouping by city and counting all rides regardless of status, which is why Ipoh (with no completed rides) is included incorrectly. Try filtering the rides first to include only those with status = 'completed' before grouping—that will fix the count and exclude cities without completed rides. This approach is both clearer and more efficient for your goal. Keep going, you're very close!

The curriculum

29 chapters, in order

Full syllabus →

Basic — RM 25/mo

Free gives you the answer. Basic teaches you why.

Every question ships with a stepwise walkthrough and the interviewer's next question — gated even on free questions, because that's the moment a real interview keeps going. Basic also unlocks the full bank, the take-home round, Data Lab (beta), a higher daily AI coach limit, and a dashboard with a review queue that gets more useful the longer you use it.

See pricing

Shopee · Running total of daily sales

Free

A 4-hint scaffold walks you from a blank query to the answer, one nudge at a time — never just the solution.

Basic — the interviewer's next question

Nice — the running total works. Now add a column showing each day's amount as a percentage of the whole campaign's total (pct_of_total), rounded to one decimal place.

The question bank

A taste of what you'll solve

All 99 questions →

Your next data interview starts here.

Start the Data Analyst path, or jump straight into the question bank. Both are free, and neither asks you to sign up first.