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dag Interview Questions

The most frequently asked dag questions across all roles and companies, ranked by real interview frequency. Updated daily.

27questions
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28companies covered
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1
CodingStart here. 8 questions · ~70 min
Max Throughput DAG PathHard
Practice

Use topological dynamic programming to find the path whose minimum edge throughput is as large as possible.

Dynamic ProgrammingthroughputdagSciforium
Longest Path in DAGHard
Recently asked

Tests graph dynamic programming and optimization thinking for DAG longest paths.

dagGraphsEverlaw
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2
Pipelines10 questions · ~88 min
Retry Failed Airflow DAG TasksMedium
Recently asked

Implement task retries in Airflow with backoff, idempotent task design, and monitoring for repeated failures.

dagretry mechanismairflowVirtual VocationsRandomTreesWissen Technology
Manage Job Dependencies in PipelinesHard
Recently asked

Design reliable orchestration for dependent upstream and downstream data jobs, including retries, backfills, failures, and observability.

SchedulingOrchestrationdagDeloitte
Orchestrate Complex Automated Design WorkflowsHard

Design an idempotent pipeline that coordinates Autodesk Platform Services workflows across dependent reasoning and design automation steps.

data pipelineSchedulingOrchestrationAutodesk
Schedule and Orchestrate PipelinesHard

Explain how you would schedule, orchestrate, monitor, and recover Cisco data pipelines using dependency-aware workflows.

Schedulingdata pipelinesOrchestrationCisco
Airflow State and RetriesHard

Explain how Airflow persists task state and safely retries tasks that fail during execution.

error handlingtask managementdagOmada Health
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3
System Design3 questions · ~26 min
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4
Technical Fundamentals3 questions · ~26 min
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5
More topics3 questions · ~26 min
Importance of DAGMedium
Recently asked

Assesses understanding of directed acyclic graphs and their use cases.

data processingdagAMD
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