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Meta interview notes, page 226 of 238

FAANG / Big Tech

Most of these Meta write-ups come from Software Engineers (1,194), then Data Scientists (489) and Product Managers (453). The most reported rounds are the technical phone screen (1,190), the product sense round (466), the system design round (255) and the behavioral / leadership round (205).

2377 interview notes · updated Jul 2026

Meta·Software Engineer·Onsite - System Design / Architecture

Jul 2026
System design round at Meta for a data engineering role. One big open-ended question about GDPR-compliant pipelines, and they really did want you to go deep on all of it, not just sketch a high-level diagram and call it done.
  • Design a data pipeline that is GDPR-compliant. Walk through how you'd handle personal data, manage user consent, support data deletion requests, and keep the system auditable.

“I started with the pipeline architecture itself and almost forgot to anchor everything back to GDPR requirements until maybe five minutes in.”

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Meta·Data Scientist·Technical Phone Screen

Jul 2026
Product-heavy DS interview at Meta focused entirely on a feed experiment involving unconnected content. Five questions, all interconnected, and the whole thing felt like one long case study where each answer fed into the next. Harder than I expected for a DS role.
  • How would you define success for a new feed feature that increases unconnected content? Walk through short-term engagement, meaningful social interaction, long-term retention, and creator health, then pick one primary metric.
  • Design a metric framework for this feature, covering the full funnel from impression through consumption and interaction to downstream value. Include primary, secondary, and guardrail metrics, and explain the tradeoff between rate-based and absolute metrics.
  • If unconnected content doesn't directly increase social interactions between friends, why might the company still want to launch it anyway? Give product, business, and user-value reasons.
  • What are the main risks of launching this feature? Think about friend content cannibalization, recommendation quality, safety, creator concentration, and whether aggregate metrics might be misleading.
  • How would you design an experiment to evaluate this launch? Cover randomization unit, treatment definition, duration, statistical power, segmentation, and how you'd handle network effects or interference between users.

“I jumped straight to engagement rate and they immediately pushed back.”

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Meta·Product Manager·Onsite - Product Sense / Strategy

Jul 2026
Meta PM interview with a product sense question about building a grocery shopping experience for couples. Pretty open-ended, which sounds fun until you're actually in it.
  • You're a PM at a company focused on grocery shopping. How would you design a grocery shopping experience specifically for couples?

“I spent too long on the generic 'understand the user' setup and didn't get to the interesting stuff fast enough.”

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Meta·Software Engineer·Technical Phone Screen

Jul 2026
Meta SWE coding round, one problem the whole session: merge two sorted interval arrays into a unified sorted union. Pretty focused interview, no fluff.
  • Given two sorted interval arrays A and B (each sorted by start), merge them and return the union of all intervals with overlaps combined, sorted by start.

“My first instinct was to just concat both arrays and sort, then do the standard merge pass.”

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Meta·Software Engineer·Onsite - Behavioral / Leadership

Jul 2026
Behavioral round at Meta for a software engineering role. Five questions, all pretty standard but the self-improvement one tripped me up more than I expected.
  • How do you handle situations where requirements or direction are unclear?
  • Tell me about a time you had a conflict with a teammate or a cross-functional partner. How did you handle it?
  • What project are you most proud of, and what makes it stand out for you?
  • During an internship, was there a colleague you looked up to? What did you admire about them?
  • What's an area you think you could improve in, professionally or personally?

“I had a decent story ready for this one.”

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Meta·Software Engineer·Onsite - System Design / Architecture

Jul 2026
Day 2 of the Meta onsite, one round covering system design plus behavioral. The design topic was Chess, which is a known Meta question so I wasn't totally blindsided, but knowing it's common and actually doing it well are two different things.
  • Design a system to support an online Chess game.

“I knew this question floats around for Meta so I had a rough outline in my head going in.”

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Meta·Data Scientist·Technical Phone Screen

Jul 2026
Meta DS interview, one question focused on diagnosing retention problems for a lightweight Android app in emerging markets. Structured product analytics case, pretty open-ended.
  • FB Light launched in emerging markets a year ago and retention is low. How do you figure out why?

“This is the kind of question where you can go a dozen directions and none of them feel obviously wrong, which is the problem.”

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Meta·Data Scientist·Technical Phone Screen

Jul 2026
Meta DS interview with a stats/product thinking question about a new P2P payments feature. Pretty open-ended, which I wasn't fully prepared for.
  • For a newly launched P2P payments feature, what distribution would you expect for number of transfers per user in the first 30 days? Where would the mean, median, mode, and 95th percentile fall? And how would that distribution shift after two months, and why?

“This one had more layers than I expected.”

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Meta·Data Scientist·Onsite - Behavioral / Leadership

Jul 2026
Behavioral round at Meta for a Data Scientist role, focused almost entirely on culture fit and motivation. Pretty standard stuff but the Meta values angle made it feel more structured than most behavioral screens I've done.
  • Tell me about a project you're most proud of and what your specific contribution was.
  • Give an example of a time you demonstrated each of Meta's core values: moving fast, focusing on impact, being open, and building social value.
  • Why do you want to join Meta, and why this team specifically?

“I had a story ready but I kept second-guessing how much credit to take vs.”

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Meta·Software Engineer·Onsite - Coding / Algorithms

Jul 2026
Meta SWE coding round, one problem the whole time: minimum removals to make a parentheses string valid. Clean enough problem but the follow-up is where things get interesting and where I felt a bit underprepared.
  • Given a string with parentheses, remove the minimum number of characters to make it valid. What's your approach?
  • Now extend your solution to handle multiple bracket types: parentheses, square brackets, and curly braces all at once.

“I went with a stack of indices, single pass, mark the unmatched ones and skip them when building the output.”

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