4727 real Meta interview questions (2026): Meta Machine Learning Fulltime Onsite Interview Experience and Questions. Verified candidate reports — coding, system design, behavioral.

买它超级智能挂经

Meta虚拟表演

Meta的AI面试初体验，挂了，求大米

Meta Phone Interview 面经

买它 店面

买它店面

Meta phone screen

Netflix Phone Screen

Doordash Phone Screen

Rippling SDE II Interview

店面Amazon 2026/06

meta mle E6 过经

[confluent]店面面经

OpenAI RE technical 过了，1NN   Monster Battle，求交换后续 ML 题

问问是不是全都不招了？ E6 VO 6轮

Nvidia Senior Research Scientist, Post-Training 面筋

鱿鱼onsite之后说不招了

买它oa凑点字数。。

买它店面down level

鱿鱼vo

## Pipeline

Meta runs two parallel loop formats in Q2 2026:

1. **Traditional loop** (scheduled before April 16, 2026): recruiter screen → CodeSignal OA (some pipelines) → 1× phone screen (Tag-list, 45 min) → onsite (2× coding + system design + behavioral, often spread across 3 days).
2. **AI-Native loop** (mandatory on or after April 16, 2026): same front-end, but onsite swaps to **2× AI-Enabled Coding (60 min each)** + **AI-Enabled SWE System Design (45 min, new)** + **AI-Oriented Behavioral (45 min)**. A few pipelines still preserve one traditional SD slot.

MLE / RS tracks substitute one or both coding rounds with **ML System Design** plus a **project deep-dive**. Data Engineer candidates go through a separate **AI-Native Full-Stack** round.

## Typical timeline

- Recruiter screen → phone screen: ~1 week.
- Phone screen → onsite: 2-3 weeks scheduling; the onsite itself spans 3-5 days.
- Onsite → HC decision: 1-2 weeks.
- Team match after HC: 1-8 weeks depending on req availability.

## Reject + cooldown signal

Q2 2026 reports show a noticeable uptick in "passed every round but rejected at HC + 1-year cooldown," attributed to ongoing reorgs and tightened HC. Team-match-stage stalls are also common — recruiters often go silent for 3-6 weeks before either a team match or a final no.


By late May–June 2026 the freeze hardened further: some candidates who cleared every round received a follow-up that the specific role they interviewed for is no longer being filled, and team match has stalled for weeks with recruiters citing limited open headcount. Outcomes are uneven, though — other candidates in the same window still reached team match within days of HC, so a strong loop is not wasted. Ask the recruiter directly about open-req availability both before and after the loop.

Loop Structure & Timeline

The April 16 AI-Native Pivot

Tooling, Models & AI Usage Rules

Leveling, HC & Team Match

Phone-Screen Format (Tag-list)

CodeSignal OA Format

Meta sits mid-transition between two interview loops in 2026. The legacy track still drives most candidates through CodeSignal-style OAs and tightly time-boxed coding rounds, while a new AI-Native loop layers in AI-assisted coding, AI-Enabled system design, and an AI-oriented behavioral round on top. Which track you land in depends on org and recruiter, not candidate preference.

AI Coding — Maze Solver

Meta interview questions (2026)

Real Interview Questionsfrom Real Candidates

Real Interview Questions
from Real Candidates