How to Write a Sales AE Job Description That Attracts Closers (Not Applicants)

A sales AE job description that attracts closers does three things a generic one doesn't: it describes the actual sales motion in specifics, it discloses the comp, and it tells candidates how they'll be evaluated. Buzzwords like "hunter mentality" and "rockstar closer" pull in volume. Specificity pulls in the few reps who read a JD the way a buyer reads a pitch, looking for real information and a reason to trust you.

The best reps are rarely desperate. You're not writing to be found by anyone. You're writing to be chosen by someone good.

Why do most sales job descriptions attract the wrong people?

Because they're written to maximize applications, not to qualify candidates. A JD stuffed with "fast-paced environment," "self-starter," and "competitive comp" is indistinguishable from a thousand others, so it gets read by everyone and trusted by no one.

Strong closers treat a vague JD as a yellow flag. If a company can't describe its own sales motion clearly, what does that say about the enablement, the territory, or the comp plan once they're inside? The reps you most want are the ones most likely to bounce off vagueness.

What does a specific job description actually include?

Specificity means a candidate can picture the job before they apply. Cover the motion in plain terms.

• Inbound or outbound, and the mix. "70% inbound demos from marketing, 30% self-sourced" tells a rep exactly what their day looks like. "Full-cycle sales" tells them nothing.
• Deal size and sales cycle. A rep who thrives on 40 transactional deals a month is a different person from one who runs three six-month enterprise cycles. Name which one you need.
• Who the buyer is. "You'll sell to RevOps leaders at 200-to-1000-person SaaS companies" lets the right rep recognize themselves. It also tells them what kind of selling style fits.
• The tools and the support. What CRM, what enablement, what does ramp look like, who do they sell alongside. Reps read this as how serious you are about their success.
• What the first 90 days look like. Concrete ramp milestones beat any adjective.

The pattern: replace every adjective you can with a fact. "Aggressive growth target" becomes "$1.2M quota, ramped over two quarters." Facts attract reps who can handle facts.

Should I disclose the compensation?

Yes. Disclose the comp, including the base, the variable, and the OTE structure.

The instinct to hide it, to "leave room to negotiate" or "avoid anchoring," costs you the best candidates. Strong reps have options and won't run a guessing game to find out if a role is even in their range. Hiding comp doesn't filter for grit; it filters for desperation, which is the opposite of what you want in a closer. It's also increasingly required by pay-transparency laws in many U.S. states, so the question is often moot.

Disclosing comp does something subtler, too. It models the honesty you'd want a rep to show a buyer. A company that's straight about money in the JD reads as a company that's straight about money in the comp plan.

How do I tell candidates how they'll be evaluated?

The strongest signal in a JD is telling candidates you'll evaluate how they sell, not just where they've worked. It does two things: it tells closers they'll get a fair shot regardless of their last logo, and it warns coasters that interview polish won't be enough.

Say it plainly: "As part of the process, we'll review a real or simulated sales call, because we care more about how you sell than where you've sold." That single line repels the candidate who can talk a great game but can't run a call, and attracts the one whose numbers beat their resume.

This is where a work sample earns its place in your process. A recorded discovery call, a live role-play, or a short AI interview that runs like a live one gives you something a resume can't: evidence. The Compass Score in Salescadia Scout scores that call on traits grounded in established research, drive, composure, listening, objection handling, and selling style, and links each score to the moment that earned it. It measures how someone sells; it doesn't predict whether they'll succeed in your specific role, but it removes most of the guesswork from "can this person actually run a call."

The variance this catches is real. Across 2,420 meetings in the MedLeague case study, the best rep closed at 60.9% and the worst at 30.6% on the same leads, a 30-point measured gap that no resume foretold. Telling candidates upfront that you'll listen to how they sell is how you avoid hiring the wrong end of that spread.

Key takeaways

• Generic JDs maximize applicants; specific JDs maximize hires. Replace every adjective you can with a fact about the motion, the buyer, and the comp.
• Disclose comp. Hiding it filters for desperation, not grit, and repels the reps with options, the ones you want.
• Tell candidates you'll evaluate how they sell. That line attracts closers and repels coasters in one sentence.
• A work-sample call gives you evidence a resume can't. The Compass Score measures how someone sells; it doesn't predict success in your exact role.
• The rep-to-rep gap is large and measured: 60.9% vs. 30.6% close on the same team. A specific JD plus a work sample is how you land on the right side of it.