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Updated weekly · Last refresh Aug 30

Amida Technology Solutions Data Scientist Interview Questions

The questions to prepare for a Amida Technology Solutions Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

21questions
~3htotal time
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1
PipelinesStart here. 6 questions · ~48 min
Choosing Batch vs Real TimeHard

Evaluate when a pipeline should use stream processing versus scheduled batch based on latency, cost, complexity, and data quality needs.

Stream ProcessingBatch ProcessingDependenciesAmida Technology Solutions
Graph Partitioning on Distributed ClustersHard

Tests knowledge of partitioning approaches that minimize cross-partition overhead in distributed graph processing.

InfrastructureBatch ProcessingData ModelingAmida Technology Solutions
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2
Machine Learning11 questions · ~88 min
Temporal Graph ConceptsHard

Tests understanding of advanced temporal and dynamic graph modeling concepts.

Neural NetworksDeep LearningTime SeriesAmida Technology Solutions
Core Graph ML CompetenciesEasy

Tests alignment of your Graph ML fundamentals with the responsibilities of the role.

Unsupervised LearningFeature EngineeringDeep LearningAmida Technology Solutions
DGL vs PyTorch Geometric TradeoffsMedium

Tests practical framework selection and performance tradeoff reasoning for graph ML.

Unsupervised LearningFeature EngineeringDeep LearningAmida Technology Solutions
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3
More topics4 questions · ~32 min
Define Amida Data Scientist RoleEasy

Define the Data Scientist role at Amida as a product function, including users, scope, priorities, and success metrics.

User NeedsValue PropositionUse CasesAmida Technology Solutions
Diagnose Underperforming Graph QueriesMedium

Tests troubleshooting approach for graph query performance issues and resolution impact.

queriesData WranglingoptimizationAmida Technology Solutions
Low-Latency Stored ProceduresHard

Tests SQL performance tuning skills for low-latency retrieval in production systems.

queriesData WranglingoptimizationAmida Technology Solutions
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 21 questions plus 3 hands-on drills to finish this plan.