Meta Full Stack Engineer Interview Questions (2026)
The 15 Full Stack Engineer interview questions most worth practising for Meta, selected from a bank of 537, 167 of them tailored to Meta's interview flavor. Below: the interview process, the questions with answer outlines, the topics tested, and how to prepare.
Speed-focused loop famous for expecting two coding problems solved per 45-minute round with near-bug-free code and no compiler, using internally nicknamed round types (coding 'Ninja', design 'Pirate', behavioral 'Jedi'); team matching happens only after you pass.
Questions
15
from a 537-question bank
Difficulty
Medium
from our question mix
Rounds
5
typical loop
Role
Full Stack Engineer
interview prep
Meta's interview process
- 1Recruiter screen30 minEasy
Process overview, level calibration, and prep guidance — Meta recruiters actively coach on round formats.
- 2Technical screen45 minHard
Two DSA problems in 45 minutes on a plain shared editor with no autocomplete or execution.
- 3Coding round ('Ninja')45 minHard
Two more problems at loop difficulty; clean near-compilable code and verbalized complexity analysis expected.
- 4System design ('Pirate')45 minHard
Design a Meta-scale product system (feed, Stories, chat) with emphasis on read-heavy fan-out, caching, and data modeling.
- 5Behavioral ('Jedi')45 minMedium
Deep past-experience discussion on conflict, growth, and impact aligned to Meta values; graded as a real signal round.
Full Stack Engineer interview questions for the Meta loop
- Q1
You're building a creator insights API. How would you design webhook delivery for external developers?
IntermediateFull Loop — Product ArchitectureAPI DesignHow to answer: Sign payloads, retry with backoff, include event IDs, expose delivery logs, and make event payloads replayable. Validate with metrics and scale, product impact, and privacy-aware design.
- Q2
You're building a privacy settings API. What should a consistent API error schema include?
IntermediateFull Loop — API/System DesignAPI DesignHow to answer: Include stable error type, message, affected field, request ID, retryability, and links to docs when helpful.
- Q3
You're building a notification preferences API. Which status codes would you use for validation, auth, conflicts, and rate limits?
IntermediateTechnical Screen — Integration ReasoningAPI DesignHow to answer: Use 400/422 for validation, 401 unauthenticated, 403 unauthorized, 409 conflict, and 429 rate limit with retry metadata.
- Q4
You're building a Graph API-style app integration. How would you communicate rate limits to API clients?
IntermediateFull Loop — Product ArchitectureAPI DesignHow to answer: Return limit headers, reset windows, 429 bodies, retry-after hints, and separate quotas by client, token, and endpoint risk.
- Q5
You're building a messaging API. How would an API handle a long-running export request?
IntermediateFull Loop — API/System DesignAPI DesignHow to answer: Return 202 with an operation ID, expose status and result endpoints, emit webhooks, and make cancellation explicit.
- Q6
You're building a creator insights API. How would you define partial updates safely?
SeniorTechnical Screen — Integration ReasoningAPI DesignHow to answer: Choose JSON Merge Patch or explicit fields, distinguish null from missing, validate transitions, and document idempotency.
- Q7
You're building a privacy settings API. How would you design a bulk create endpoint?
SeniorFull Loop — Product ArchitectureAPI DesignHow to answer: Accept bounded batches, return per-item results, support idempotency, handle partial failures, and document ordering guarantees.
- Q8
You're building a notification preferences API. How would you keep API documentation accurate?
SeniorFull Loop — API/System DesignAPI DesignHow to answer: Generate docs and SDKs from versioned OpenAPI specs, validate examples in CI, and require schema review for changes. Validate with metrics and scale, product impact, and privacy-aware design.
- Q9
You're building a Graph API-style app integration. What changes are safe for existing API clients?
SeniorTechnical Screen — Integration ReasoningAPI DesignHow to answer: Adding optional response fields is usually safe; changing types, meanings, required fields, or error behavior is breaking.
- Q10
You're building a messaging API. What should live in an API gateway versus a service?
SeniorFull Loop — Product ArchitectureAPI DesignHow to answer: Put cross-cutting concerns like routing, auth checks, rate limits, and request IDs at the gateway; keep business rules in services.
- Q11
You're building a creator insights API. How would you model permissions for API clients?
SeniorFull Loop — API/System DesignAPI DesignHow to answer: Use least-privilege scopes, tenant boundaries, explicit resource checks, and separate user-delegated tokens from machine credentials.
- Q12
You're building a privacy settings API. How do you make every API request tenant-safe?
SeniorTechnical Screen — Integration ReasoningAPI DesignHow to answer: Derive tenant from trusted auth context, never request body alone, enforce scoping in queries, and test cross-tenant denial. Keep the design simple enough to operate and debug.
- Q13
You're building a notification preferences API. How should an API validate request payloads?
SeniorFull Loop — Product ArchitectureAPI DesignHow to answer: Validate schema, types, ranges, unknown fields, and domain invariants; return field-level errors with stable codes.
- Q14
You're building a Graph API-style app integration. How would you design APIs for unreliable mobile networks?
SeniorFull Loop — API/System DesignAPI DesignHow to answer: Minimize round trips, support partial responses, compression, retries, idempotency, and offline-safe sync where possible.
- Q15
You're building a messaging API. What makes an API SDK pleasant to use?
SeniorTechnical Screen — Integration ReasoningAPI DesignHow to answer: Typed models, clear errors, retries for safe operations, pagination helpers, examples, and escape hatches for advanced users. Validate with metrics and scale, product impact, and privacy-aware design.
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Topics tested most
How to prepare for the Meta Full Stack Engineer interview
Be fast and correct on coding; for design, drive the conversation; prepare impact-focused behavioral stories
Frequently asked questions
How hard is the Meta Full Stack Engineer interview?
Based on our 537-question Full Stack Engineer bank for the Meta loop, the overall difficulty is medium (Meta's process is generally rated extreme). Expect around 5 rounds spanning Performance, API Design, Backend.
How many interview rounds does Meta have for a Full Stack Engineer?
Meta typically runs about 5 rounds for Full Stack Engineer candidates: Recruiter screen → Technical screen → Coding round ('Ninja') → System design ('Pirate') → Behavioral ('Jedi').
What is the interview process at Meta?
The Meta interview process typically runs: Recruiter screen -> technical screen -> onsite (coding x2, system/product design, behavioral 'Jedi'). Prepare for each round in order rather than only the first — the later stages usually carry the most weight.
How hard is the Meta interview?
Meta interviews are rated very high difficulty. The bar is highest on coding speed & accuracy — go deep there and practise explaining your reasoning out loud.
What does Meta look for in candidates?
Meta focuses on Coding speed & accuracy, system/product design, behavioral signal. Culturally, it values Move fast, be bold, focus on impact, be open. Line up your examples to hit both the technical bar and these values.
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Compiled by PrepNPlaced from 537+ interview reports and question banks for the Meta Full Stack Engineer loop. Updated 2026.