The questions you'd ask a recruiter at a bar.
Answered.
Direct answers to the questions candidates actually search, written by a recruiter who has read 10,000+ resumes and built TA functions from scratch. What's real, what's TikTok mythology, what to do.
These answers are written by Stephanie Murray. 20 years in talent acquisition. Senior Director of TA at a fast-growing healthcare startup, where she scaled the clinician hiring system from 19 employees to over 1,500. 2025 Transform Award winner for Talent Strategy of the Year. She has personally read more than 10,000 resumes and built TA functions from scratch at three companies.
The answers below come from real recruiting practice, not from secondhand career-advice blog posts that recycle the same five tips. When she says a resume rule is mythology, it is because she has watched recruiters ignore it for two decades. When she says something works, it is because she has personally seen it move outcomes on real searches.
Each link below opens a full answer with the specific recruiter-side context, the common misunderstanding, and the move that actually works. Pages are organized by where you are in your search: your resume, the application filter, reading the market, and the specific moment you are in.
Your Resume
The first thing a recruiter sees in 6 seconds. The most common reason qualified candidates get filtered before a human reads a word.
Four checks a senior recruiter actually runs on a resume, plus how to tell which one yours is failing.
The 7-second scan is real. The way most people understand it isn't. What recruiters actually look at in those seconds.
Most red-flag lists are stuck in 2010. Job hopping isn't one anymore. Here are the actual flags recruiters react to in 2026.
The three-part honest script that works for layoffs, caregiving, health, and pivots, without making the gap the story.
Written for hiring teams, useful for candidates: the specific patterns that reveal AI generation, and how to avoid them.
The Application Filter
Why qualified applications never reach a human. ATS, platform choice, and differentiation are three separate filters, each with a different fix. Most candidates apply more when the right move is to apply better.
What an ATS actually checks, why most resumes never reach a human, and the formatting rules that matter.
You don't beat it. You align with it. Three specific issues fix 80% of failed ATS screens.
Four reasons applications go dark (ATS, platform, differentiation, strategy) and the diagnostic to identify yours.
Reading the Market
How to decode what hiring teams actually mean in postings, salary ranges, and interviewer questions. The internal logic of how decisions get made on the other side of the table, by someone who has sat in those rooms for 20 years.
The internal monologue of a senior recruiter. What gets skipped in the first 6 seconds and what makes them stop scrolling.
Three different things get called the 70/30 rule. One is real recruiting practice. Two are TikTok inventions.
What that phrase really signals on a job posting, plus the related euphemisms and how to find the real number.
For Your Moment
Different stages of a career need different playbooks. New grads, career changers, post-layoff, returning to work after a break. Each has a separate set of recruiter expectations and a separate set of moves that work.
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