FREE
SELECT
Select All Employees
Start with a clear table-reading task and return the complete employee dataset.
Open exerciseSQL for data analyst careers
Practice SQL like a data analyst.
Build practical SQL skill for reporting, dashboards, business metrics, and analytics interviews with 300 hands-on challenges. SQL Master gives you realistic datasets, instant validation, guided solutions, and AI feedback.
What you will practice
Real SQL patterns used in analyst work.
- Find top customers, top products, and highest revenue segments
- Calculate month-over-month growth and running totals
- Identify repeat purchases, inactive users, and retention patterns
- Compare performance across departments, regions, categories, or time periods
- Turn messy business questions into clear SQL queries
Free practice examples
Try three real data analyst SQL questions
Move from retrieving rows to grouped reporting and multi-table analysis. Each exercise opens in the live SQL editor with schema and sample data.
FREE
GROUP BY
Count Employees Per Department
Build a grouped headcount report—the kind of summary analysts create every day.
Open exerciseFREE
JOIN
Employee Department Names
Combine employee and department data to produce a useful business-facing result.
Open exerciseData analyst SQL practice should be business-focused.
Real analyst work is not just syntax. You need to understand tables, join paths, metrics, time periods, segments, and how to explain the result. SQL Master is built around those practical query patterns.
Reporting queries
Build business reports with filters, summaries, sorting, and calculated metrics.
JOINs and relationships
Combine customer, order, product, employee, and department tables correctly.
Aggregations
Use COUNT, SUM, AVG, MIN, MAX, GROUP BY, and HAVING for business analysis.
Advanced analytics
Practice rankings, running totals, lag analysis, cohorts, and window functions.
How SQL Master helps analyst candidates improve.
The platform combines practice, checking, explanation, and repetition. That loop is what turns memorized SQL syntax into usable analyst skill.
Read the business question and inspect the schema.
Write a SQL query in the browser-based editor.
Run the query and compare your result with the expected output.
Review the official solution, hints, and AI feedback.
Track progress through XP, streaks, achievements, and roadmap levels.
Start free
Build the habit before you upgrade
The Free plan includes 92 accessible challenges, daily practice runs, progress tracking, and interview practice.
Start with the free SELECT exerciseGo deeper with Pro
Unlock the complete analyst practice library
Get all 300 challenges across 250 Core and 50 Advanced exercises, plus higher AI review limits and unlimited eligible practice.
Compare Free and ProData analyst SQL practice FAQ
What SQL skills does a data analyst need?
A data analyst should be comfortable with filtering, joins, aggregation, grouping, dates, text functions, CASE expressions, CTEs, subqueries, window functions, and interpreting business questions as SQL queries.
Can I practice data analyst SQL without installing a database?
Yes. SQL Master runs in the browser and includes a safe SQL sandbox, schemas, realistic datasets, instant validation, and guided solutions.
Is SQL Master only for beginners?
No. SQL Master includes beginner, medium, hard, and expert SQL questions covering basic retrieval, reporting logic, analytics, and interview-level query patterns.
Ready to build real analyst SQL skill?
Start with 92 accessible challenges, then unlock all 300 questions and higher AI review limits when you want deeper preparation.