JobFuture
Assessment track

Data Analyst

Assess SQL, data quality, metrics, dashboards, funnel analysis, experimentation, privacy, marketplace analytics, and decision communication across junior, middle, and senior levels.

Theory
10 questions

randomly selected for the chosen level

Practice
3 tasks

repo, code, report, file, or URL review

Time
25–35 min

screening first, practical after

Flow preview
1
Choose your level

Junior, Middle, or Senior. The expectations change immediately.

2
Answer rotating questions

The attempt uses a random active set from the chosen role + level pool.

3
Submit practical proof

The practical task checks work quality, not only memory.

Topics covered

These are pulled from the active question library for this profession.

AI Analytics Analytics Debt Analytics Strategy Anomaly Detection Assessment Quality Attribution Averages Bias and Fairness Business Context Business Trade-off Causal Reasoning Cohort Strategy Cohorts Communication Dashboard Design Dashboard Reading Data Architecture Trade-off Data Backfill Data Cleaning Data Contracts Data Definitions Data Ethics Data Freshness Data Governance Data Incident Data Literacy Data Modeling Data Platform Data Privacy Data Product Data Quality Data Quality Monitoring Data Source Data Storytelling Data Team Roadmap Data Validation Decision Science Documentation Executive Communication Experiment Basics Experiment Design Experiment Governance External Reporting Forecast Risk Forecasting Funnel Analysis Funnel Basics Hiring Funnel Instrumentation Plan Marketplace Liquidity Marketplace Metrics Metric Architecture Metric Choice Metric Design Metric Gaming Metrics Missing Data Modeling Ambiguity North Star Metric Observability Operational Reporting Outliers Prioritization Privacy Privacy Architecture Product Analytics Quality vs Quantity Recommendation Report Structure Requirements Retention Revenue Analytics Roadmap Influence Root Cause SQL Aggregation SQL Basics SQL Grain SQL Performance Sampling Scenario Planning Segmentation Segmentation Strategy Senior Judgment Senior SQL Review Spreadsheets Stakeholder Management Time Zones Trust Metrics Two-Sided Strategy Visualization

Practical verification

The practical task is selected after the theory screening and should match the chosen level.

Clean and explain a marketplace dataset
120 minutes · Junior · File upload
Document review
Analyze a marketplace funnel and recommend next steps
180 minutes · Middle · Text report
Document review
Design analytics strategy for a trusted hiring platform
180 minutes · Senior · Text report
Document review