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Updated weekly · Last refresh Oct 17

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 daily.

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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
Neo4j Schema: Connectivity vs PerformanceHard

Tests schema design tradeoffs for balancing relationship richness and query performance in Neo4j.

InfrastructureTrade-offsData ModelingAmida Technology Solutions
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2
Machine Learning11 questions · ~88 min
Outlier and Anomaly DetectionEasy

Tests breadth of methods for detecting outliers and anomalies in data.

Unsupervised LearningFeature EngineeringDiagnosisAmida Technology Solutions
GNN Walkthrough for Imbalanced GraphsHard

Tests end-to-end reasoning for building a GNN under imbalance and heterogeneity constraints.

Neural NetworksDeep LearningSupervised LearningAmida Technology Solutions
Temporal Graph ConceptsHard

Tests understanding of advanced temporal and dynamic graph modeling concepts.

Neural NetworksDeep LearningTime SeriesAmida 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.