Do the job
before you get
the job.
Real tickets, real datasets, reviewed by an AI manager the way a real one would. Clear the simulation and walk away with a verifiable certificate recruiters can check.
Clean the Q3 sales data and build the revenue dashboard
"Numbers reconcile and the dashboard reads clean. Approved."
This is the work. You'll do it for real.
Available Simulations
Pick a role and start working - no interviews required
Data Analyst Job Simulation
Step into a real analyst's shoes at a consulting firm. Clean a messy client sales export, then answer the three questions a COO is taking to the board - including the one that separates analysts from data-entry clerks.
The exact work data analysts do at
+10 more2
TICKETS
1.5–2 hours
DURATION
₹0
TO ATTEMPT
AI Engineer Job Simulation
Join the AI team at a consulting firm mid-deadline. Write the system prompt that triages 2,000 support tickets a day - then catch the evaluation trap before the client ships the wrong model on Monday.
The exact work AI engineers do at
+10 more2
TICKETS
1.5–2 hours
DURATION
₹0
TO ATTEMPT
Full-Stack Engineer Job Simulation
Join the engineering team at a SaaS inventory startup mid-incident. Debug a checkout feature that's melting the API with infinite re-renders - then design the supplier-restock API before the next sprint starts.
The exact work full-stack engineers do at
+10 more2
TICKETS
1.5–2 hours
DURATION
₹0
TO ATTEMPT
Frontend Engineer Job Simulation
Debug a real React candidate board, then design the reusable table four teams will share. Two tickets from a working frontend team - no setup, no uploads.
Frontend engineers we've placed at
+10 more2
TICKETS
1.5–2 hours
DURATION
₹0
TO ATTEMPT
ML Engineer Job Simulation
Review a churn model that reports 97% accuracy and should not ship, then plan the deployment that replaces it. Two tickets from a working ML team - no notebook, no uploads.
ML engineers we've placed at
+10 more2
TICKETS
1.5–2 hours
DURATION
₹0
TO ATTEMPT
Backend Engineer Job Simulation
Debug a Node.js payouts endpoint that freezes the whole process, then design a bank webhook that must never double-credit a merchant. Two tickets from a working backend team - no repo, no uploads.
Backend engineers we've placed at
+10 more2
TICKETS
1.5–2 hours
DURATION
₹0
TO ATTEMPT
QA / Automation Engineer Job Simulation
Review a Playwright suite that stayed green while a P1 shipped, then design the regression strategy that fits two deploys a day. Two tickets from a working QA team - no setup, no uploads.
QA engineers we've placed at
+10 more2
TICKETS
1.5–2 hours
DURATION
₹0
TO ATTEMPT
Data Engineer Job Simulation
Find why a nightly revenue table reports exactly double, then redesign the warehouse model that replaces it. Two tickets from a working data team - no warehouse access, no uploads.
Data engineers we've placed at
+10 more2
TICKETS
1.5–2 hours
DURATION
₹0
TO ATTEMPT
DevOps & Cloud Engineer Job Simulation
Diagnose a live checkout outage from metrics, logs and a pipeline definition, then write the action plan that stops it happening again.
DevOps and platform engineers we've placed at
+10 more2
TICKETS
2–2.5 hours
DURATION
₹0
TO ATTEMPT