Ml Engineer Interview Questions

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ML Basics Questions: * How to evaluate an LLM-based system — both offline and online * How to reduce model latency by decreasing parameters or using other techniques without significant information loss * What additional approaches can be used to improve model serving latency * How the teacher–student (knowledge distillation) approach works
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Senior ML Engineer

Interviewed at Atlassian

3.1
Oct 28, 2025

ML Basics Questions: * How to evaluate an LLM-based system — both offline and online * How to reduce model latency by decreasing parameters or using other techniques without significant information loss * What additional approaches can be used to improve model serving latency * How the teacher–student (knowledge distillation) approach works

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