Top 50 Dependencies Interview Questions
The most frequently asked Dependencies questions across all roles and companies, ranked by real interview frequency. Updated daily.
Return a topological ordering of tasks using a queue and indegree counts, or return an empty list if a cycle exists.
Diversified
SpeechifyDetermine whether directed dependency tuples contain a cycle using depth-first search and node visitation states.
ZyngaTraverse a directed service dependency graph from a start node using BFS or DFS while avoiding revisits.
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Explain how you would manage a project at risk due to a slipping dependency owned by another team.
A P Ventures
Los Alamos National LaboratoryAAmerican Red CrossDescribe a time you aligned multiple teams around a customer-critical initiative and drove execution through strong cross-functional collaboration.
Heal
Sierra
Walgreens Boots AllianceEvaluate when a pipeline should use stream processing versus scheduled batch based on latency, cost, complexity, and data quality needs.
Capgemini
Booking
ZendeskApproach for building near-real-time dashboard pipelines with streaming, orchestration, and data quality controls.
Denodo
xAI
SageStructured approach to diagnose failures in an ETL integration, from source extraction through orchestration, data quality, and idempotent recovery.
TetraScience
Belvedere Trading
KeyLogic