i was trying to plan around other offer deadlines and couldn't find a clear timeline anywhere. so i documented mine and comparing notes with a few people i met in prep groups.
my own LinkedIn timeline (SWE, 2026) day 0: recruiter cold outreach on LinkedIn, initial interest expressed day 5: recruiter screen (30 min, scheduling was fast) day 12: technical phone screen with engineer (1hr, LC-style) day 19: recruiter follow-up, advance to onsite day 28: virtual onsite (4 rounds, all in one day) day 36: debrief / deliberation period (no contact) day 44: verbal offer day 51: written offer letter
total: 51 days from first contact to written offer
from what i've collected from others: 4-8 weeks from first screen to verbal offer is the typical range. can go faster if you signal competing offers (mine didn't accelerate noticeably but it also didn't drag). can go slower if you hit a recruiter backlog or the team has an internal req freeze.
one thing that tripped me up: the gap between verbal offer and written offer was 7 days, which was longer than i expected. the recruiter said legal review takes time. i didn't want to pressure them but i also had another offer with a shorter window. i just communicated my deadline once, clearly, and they expedited slightly.
key things that affect timeline: whether your role has headcount approved or is 'potential headcount' (ask the recruiter) holiday periods. my loop started in march and was clean. december and late november loops tend to drag. how quickly you respond to scheduling. interviewers at LinkedIn are busy. if you take 3 days to confirm times, the loop stretches.
happy to answer questions.