Amex AI Engineer Interview Questions
The questions to prepare for a Amex AI Engineer interview. Questions from real interview reports rank first. Updated weekly.
Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.
AmexDesign the infrastructure for a multi-agent system where agents communicate, coordinate work, and recover from non-deterministic failures.
AmexHow to monitor a model’s metrics over time and decide when to tune thresholds or retrain.
AmexDesign a real time monitoring and alerting approach for feature drift, model degradation, and noisy metric movement in production.
AmexTests ability to reason about metrics and decision thresholds for fraud detection.
AmexExplain the transformer architecture and why it became a core building block for modern NLP systems.
AmexExplain how to evaluate a generative model using offline and online methods, with attention to hallucination, product metrics, and experiment design.
AmexTests coding ability and algorithmic thinking for real-time anomaly detection.
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