Interview Questions

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Asked at LangChain • a month ago
How do you think about debugging AI applications?
Forward Deployed Engineer
Artificial Intelligence
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Forward Deployed Engineer
Artificial Intelligence
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Asked at LangChain • a month ago
If a customer wanted to leave LangSmith and move to MLflow, what would you do?
Forward Deployed Engineer
Behavioral
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Forward Deployed Engineer
Behavioral
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Asked at Palantir • 2 months ago
Design a system that lets multiple teams query a shared dataset without exposing the underlying raw data.
Forward Deployed Engineer
System Design
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Forward Deployed Engineer
System Design
Asked at Palantir • 2 months ago
Design an application to catalog and log species while exploring an unfamiliar environment.
Forward Deployed Engineer
System Design
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Forward Deployed Engineer
System Design
Asked at Palantir • 3 months ago
Given a dataset of taxi trips with fields like fare, locations, times, and distance, propose a solution that helps drivers and could ship within a week.
Forward Deployed Engineer
System Design
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Forward Deployed Engineer
System Design

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Asked at LangChain • a month ago
Tell me about a time you worked on a GenAI project.
Forward Deployed Engineer
Artificial Intelligence
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Forward Deployed Engineer
Artificial Intelligence
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Asked at Google • 3 months ago
What are you working on or learning outside of your day job?
Forward Deployed Engineer
Behavioral
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Forward Deployed Engineer
Behavioral
Asked at Google • 2 months ago
Walk me through an agentic or machine learning system you've built.
Forward Deployed Engineer
Artificial Intelligence
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Forward Deployed Engineer
Artificial Intelligence
Asked at Anthropic • 16 days ago
How would you build a reliable Claude workflow for a long-running task that risks timing out?
Forward Deployed Engineer
Artificial Intelligence
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Forward Deployed Engineer
Artificial Intelligence
Asked at Anthropic • 3 months ago
How would you handle security and compliance when deploying Claude for a government contractor?
Forward Deployed Engineer
Artificial Intelligence
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Forward Deployed Engineer
Artificial Intelligence
Asked at Anthropic • 23 days ago
Which Claude models have you used, and what stood out?
Forward Deployed Engineer
Artificial Intelligence
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Forward Deployed Engineer
Artificial Intelligence
Asked at Anthropic • 2 months ago
What was the most frustrating part of fine tuning or building a model, and how did you handle it?
Forward Deployed Engineer
Artificial Intelligence
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Forward Deployed Engineer
Artificial Intelligence
Asked at Palantir • 2 months ago
Design a pipeline that ingests terabytes of sensor data in mixed formats like JSON, CSV, and XML, then surfaces failure predictions to a non-technical end-user.
Forward Deployed Engineer
System Design
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Forward Deployed Engineer
System Design
Asked at Palantir • 2 months ago
Design a system to help a delivery driver decide which food orders to pick up, then extend it to how the platform assigns orders at scale.
Forward Deployed Engineer
System Design
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Forward Deployed Engineer
System Design
Asked at Palantir • 2 months ago
Walk me through your favorite and least favorite projects from past work.
Forward Deployed Engineer
Behavioral
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Forward Deployed Engineer
Behavioral
Asked at Palantir • 3 months ago
Break down a logistics or operations challenge into components, then define the APIs and data each piece needs.
Forward Deployed Engineer
System Design
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Forward Deployed Engineer
System Design
Asked at OpenAI • a month ago
What's your take on AI, and how do you think customers will use it?
Forward Deployed Engineer
Artificial Intelligence
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Forward Deployed Engineer
Artificial Intelligence
Asked at Anthropic • 2 months ago
How would you manage the context window and memory when working from a large document?
Forward Deployed Engineer
Artificial Intelligence
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Forward Deployed Engineer
Artificial Intelligence
Asked at LangChain • a month ago
Tell me about a difficult production issue.
Forward Deployed Engineer
Behavioral
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Forward Deployed Engineer
Behavioral
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Interview Questions

How do you think about debugging AI applications?

If a customer wanted to leave LangSmith and move to MLflow, what would you do?

Design a system that lets multiple teams query a shared dataset without exposing the underlying raw data.

Design an application to catalog and log species while exploring an unfamiliar environment.

Given a dataset of taxi trips with fields like fare, locations, times, and distance, propose a solution that helps drivers and could ship within a week.

Tell me about a time you worked on a GenAI project.

What are you working on or learning outside of your day job?

Walk me through an agentic or machine learning system you've built.

How would you build a reliable Claude workflow for a long-running task that risks timing out?

How would you handle security and compliance when deploying Claude for a government contractor?

Which Claude models have you used, and what stood out?

What was the most frustrating part of fine tuning or building a model, and how did you handle it?

Design a pipeline that ingests terabytes of sensor data in mixed formats like JSON, CSV, and XML, then surfaces failure predictions to a non-technical end-user.

Design a system to help a delivery driver decide which food orders to pick up, then extend it to how the platform assigns orders at scale.

Walk me through your favorite and least favorite projects from past work.

Break down a logistics or operations challenge into components, then define the APIs and data each piece needs.

What's your take on AI, and how do you think customers will use it?

How would you manage the context window and memory when working from a large document?

Tell me about a difficult production issue.

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