Describe communication to resolve ambiguity

Q: Describe communication to resolve ambiguity

This is a Behavioral & Leadership interview question from Anthropic for Machine Learning Engineer roles. View the full question and solution on PracHub.

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Question

Behavioral: Proactive Communication to Improve Outcomes

Context: In a technical screen for a Machine Learning Engineer, you may be asked to demonstrate how you use proactive communication to drive clarity, reduce risk, and deliver results.

Prompt

Describe a time you improved an outcome through proactive communication.

Address the following explicitly:

How did you clarify ambiguous requirements?
What targeted questions did you ask?
How did you negotiate scope and trade-offs?
How did you align with stakeholders or interviewers (e.g., product, infra, legal, data science)?
What feedback loops did you set up (cadence, artifacts, demos)?
How did you measure that communication made the process more effective?

Describe communication to resolve ambiguity

Behavioral: Proactive Communication to Improve Outcomes

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