Top 37
Prep plan
Updated weekly · Last refresh Oct 17

athenahealth AI Engineer Interview Questions

The questions to prepare for a athenahealth AI Engineer interview. Questions from real interview reports rank first. Updated daily.

37questions
~6htotal time
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1
CodingStart here. 8 questions · ~82 min
2
System Design4 questions · ~41 min
3
Machine Learning5 questions · ~51 min
Handle Imbalanced ClassificationMedium

Choose a classification strategy that performs well when the positive class is rare and costly to miss.

Cross-ValidationRegularizationSupervised Learningathenahealth
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4
Generative AI & LLMs6 questions · ~62 min
Improve RAG Answer QualityHard

Design and evaluate a RAG assistant over internal policy and delivery docs with strict latency, cost, and hallucination limits.

Prompt EngineeringRAGLLM Evaluationathenahealth
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5
Model Evaluation3 questions · ~31 min
Explain Precision vs RecallEasy

Explain why a pneumonia classifier with 91% precision but 68% recall may still be unsafe, and recommend which metric to prioritize.

F1 ScorePrecisionRecallathenahealth
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6
Behavioral & Leadership8 questions · ~82 min
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7
More topics3 questions · ~31 min
Architecture of a Recent ProjectMedium

Tests your ability to communicate technical architecture decisions and their operational impact.

Stakeholder ManagementCommunicationOwnershipathenahealth
Real-Time Data Processing SystemHard

Assesses your system design skills for low-latency, reliable real-time pipelines.

InfrastructureStream ProcessingOrchestrationathenahealth
Data Privacy and SecurityMedium

Tests your ability to apply privacy and security practices to protect sensitive data.

Stakeholder ManagementCommunicationOwnershipathenahealth
The finish line: interview-readyComplete all 37 questions to finish this plan.