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One of the biggest misconceptions I see with account executives, BDMs and partnerships leaders is this: “My numbers speak for themselves.” They do, but only if they are actually on your CV. Most of the time, they are not.
Hiring today is brutally fast. Multiple studies show recruiters spend anywhere from a few seconds to under a minute on the first pass of a CV, with many initial scans happening in roughly 6 to 8 seconds. That means no one is reading your career story. They are scanning for proof. If your impact is not obvious immediately, you are getting skipped.
At the same time, many companies are not even starting with a human review. A large share of CVs are filtered through applicant tracking systems first, which look for keywords and clear alignment with the role before a recruiter ever sees them. (TechRadar) So you are writing for two audiences now: the system and the person doing a very quick scan.
Sales professionals often assume their experience is self explanatory. You know you hit quota. You know you built pipeline. You know you closed deals. But hiring managers are not guessing. They are pattern matching.
Research shows recruiters focus heavily on job titles, company names, and the first few bullet points, often looking specifically for numbers because they slow the scan and signal impact. (LinkedIn) No numbers means no signal.
That is why strong candidates get overlooked. Not because they lack performance, but because they are not making it obvious.
For sales roles, the bar is even clearer. Your CV is not a summary. It is a performance report.
First, quota and revenue need to be visible. This is not optional. If you are not stating your quota, your attainment, or your deal value, you are leaving out the most important part of your job. A line like “Closed £1.2M ARR at 120% of quota” tells a hiring manager more in one sentence than a full paragraph of responsibilities.
Second, pipeline matters just as much as closing. In a market where hiring teams are under pressure to drive revenue quickly, they are asking one simple question: how fast can this person build pipeline? AI driven hiring tools can now narrow hundreds of CVs down to a shortlist in a matter of days, which means only the clearest signals make it through. If your CV does not show how you generate opportunities, not just close them, you are missing half the story.
Third, your market matters. In a candidate heavy market, experience alone is not enough. Context is what differentiates you. The sectors you have sold into, the personas you have worked with, and the complexity of your deals all matter. Even if you cannot name clients, you can still show relevance by stating the industries, buyer types, and deal environments you know.
Despite all of this, many CVs still read like generic job descriptions. Phrases like “responsible for business development” or “managed key accounts” are everywhere, and they do not help.
The reality is simple. Hiring managers are not looking for activity. They are looking for outcomes. What changed because of you? How much revenue did you influence? How quickly did you build pipeline? These are the answers that get attention.
There is also a volume problem. Many CVs are too long, too detailed, and too unfocused. Data shows that most attention sits on the first part of the first page, with the rest heavily skimmed. If your strongest points are buried halfway down page two, they might as well not exist.
Some of the simplest signals are still often missed. Language skills, for example, are hugely valuable in sales but are often underplayed. If you are bilingual, make it obvious and consistent across your CV and LinkedIn.
Your tools and stack matter too. Sales today is data driven and tech enabled. Listing your CRM, outreach tools, and platforms gives immediate context on how you operate.
Then there is the basics. Still seeing CVs with full addresses, dates of birth, or photos. None of this adds value. It just takes up space that could be used to show impact.
The biggest shift is this: your CV is no longer a record of what you have done. It is a tool to show how quickly you can deliver results in a new role.
That means starting with the company’s problem, not your history. What market are they selling into? Where is their pipeline stuck? Who is their buyer? Then show, clearly and quickly, where you have done something similar.
Strong candidates are not missing interviews because they lack experience. They are missing interviews because their CV does not make that experience obvious fast enough.
We share practical advice for EdTech sales and partnerships professionals in our newsletter, based on what is actually happening in hiring right now.
If you want something more direct, book a short session. We will review your CV and show you exactly what is missing and how to fix it.
