Interview Questions

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Asked at Nvidia • a month ago
Can you explain the fundamentals behind transformers and LLMs?
Software Engineer
Artificial Intelligence
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Software Engineer
Artificial Intelligence
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Asked at OpenAI • a month ago
Walk me through how you've used user funnel data to drive an experiment.
Growth Marketing Manager
Data Analysis
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Growth Marketing Manager
Data Analysis
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Asked at Nvidia • a month ago
How do you handle model drift?
Machine Learning Engineer
Concept
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Machine Learning Engineer
Concept
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Asked at Nvidia • a month ago
How do you work with people from different disciplines and onboard them onto the platform?
Machine Learning Engineer
Behavioral
+1 more
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Machine Learning Engineer
Behavioral
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Asked at xAI • a month ago
How have you led teams at scale to improve models or algorithms post-training, especially using contractors?
Product Manager
Machine Learning
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Product Manager
Machine Learning
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Asked at Anthropic • a month ago
Implement an in-memory database in CodeSignal, with each round adding more functionality.
Machine Learning Engineer
Coding
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Machine Learning Engineer
Coding
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Asked at Meta • a month ago
How would you increase the number of shares a Reel has?
Product Analyst
Execution
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Product Analyst
Execution
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Asked at OpenAI • a month ago
How would you balance product velocity with safety constraints for a very powerful but risky new capability?
Product Manager
Execution
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Product Manager
Execution
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Asked at Anduril • a month ago
When a risk comes up and derails a program, how do you communicate it and handle the tradeoffs?
Technical Program Manager
Behavioral
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Technical Program Manager
Behavioral
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Asked at Sierra AI • a month ago
Here’s a user-journey flowchart, the command-line output at each step, and the code. Can you identify the bugs causing the errors and fix them?
Coding
Debugging
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Coding
Debugging
Asked at Anthropic • a month ago
Tell me about an ethical or policy concern you raised under pressure.
Machine Learning Engineer
Behavioral
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Machine Learning Engineer
Behavioral
Asked at Anthropic • a month ago
If a customer in a regulated industry wanted to use Claude APIs, how would you design the implementation?
Machine Learning Engineer
System Design
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Machine Learning Engineer
System Design
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Asked at Anthropic • a month ago
Tell me about a past project and the hardest part of tuning or fine-tuning the model.
Machine Learning Engineer
Behavioral
+1 more
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Machine Learning Engineer
Behavioral
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Asked at Google • a month ago
A production service started showing errors and timeouts after a deployment. How would you troubleshoot it?
Site Reliability Engineer
Debugging
+1 more
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Site Reliability Engineer
Debugging
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Asked at Microsoft • a month ago
Open your calendar and walk me through your week, and tell me how that translates to being a product manager.
Product Manager
Behavioral
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Product Manager
Behavioral
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Asked at OpenAI • a month ago
Tell me about a time you had to cut scope to ship faster.
Product Manager
Behavioral
+1 more
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Product Manager
Behavioral
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Asked at Anthropic • a month ago
How would you think about aligning an AI model with the intended objectives and preventing misaligned or harmful behavior?
Machine Learning Engineer
Artificial Intelligence
+1 more
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Machine Learning Engineer
Artificial Intelligence
+1 more

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Interview Questions

Can you explain the fundamentals behind transformers and LLMs?

Walk me through how you've used user funnel data to drive an experiment.

How do you handle model drift?

How do you work with people from different disciplines and onboard them onto the platform?

How have you led teams at scale to improve models or algorithms post-training, especially using contractors?

Implement an in-memory database in CodeSignal, with each round adding more functionality.

How would you increase the number of shares a Reel has?

How would you balance product velocity with safety constraints for a very powerful but risky new capability?

When a risk comes up and derails a program, how do you communicate it and handle the tradeoffs?

Here’s a user-journey flowchart, the command-line output at each step, and the code. Can you identify the bugs causing the errors and fix them?

Tell me about an ethical or policy concern you raised under pressure.

If a customer in a regulated industry wanted to use Claude APIs, how would you design the implementation?

Tell me about a past project and the hardest part of tuning or fine-tuning the model.

A production service started showing errors and timeouts after a deployment. How would you troubleshoot it?

Open your calendar and walk me through your week, and tell me how that translates to being a product manager.

Tell me about a time you had to cut scope to ship faster.

How would you think about aligning an AI model with the intended objectives and preventing misaligned or harmful behavior?

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