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PANTHERx Interview Questions

The questions to prepare for PANTHERx interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

47questions
~6htotal time
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1
ExecutionStart here. 3 questions · ~24 min
Balance Debt and Feature DeliveryMedium

Explain how you prioritize technical debt versus feature work while aligning stakeholders and protecting delivery speed.

Trade-offsScope ManagementPrioritizationPANTHERx
Debugging a Critical Production IssueMedium

Tests your incident debugging approach, prioritization, and communication during high-pressure events.

time managementproduction issuesDebuggingPANTHERx
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2
SQL & Data Manipulation11 questions + 3 drills · ~118 min
3
System Design10 questions · ~80 min
Troubleshooting ESB or Messaging BottlenecksHard

Tests your debugging methodology for diagnosing and resolving messaging or ESB performance issues.

TroubleshootingPANTHERx
Sync vs Async Architecture Trade-offsHard

Assesses your architectural judgment and ability to explain trade-offs clearly.

Trade-offsarchitecturePANTHERx
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4
Behavioral & Leadership20 questions · ~160 min
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5
More topics3 questions · ~24 min
High Availability and SecurityHard

Evaluates how you balance uptime, resilience, and security for production systems.

high availabilitySecurityPANTHERx
File-Based Integration ExperienceMedium

Evaluates your hands-on experience with file integration patterns, reliability, and operational concerns.

data managementPANTHERx
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The finish line: interview-readyComplete all 47 questions plus 3 hands-on drills to finish this plan.