A job advert looks like a description of a job. It’s actually three documents wearing one coat: a wish list written by a hiring manager on a busy afternoon, a marketing flyer polished by HR, and — buried between the lines — a fairly honest confession of what’s really going on in that team. Learning to separate the three is one of the most quietly profitable skills in job hunting.

Here’s how to read the genre properly.

Rule one: requirements are opening offers

The “essential requirements” list was typically produced by combining the last job description, the manager’s frustrations with the previous post-holder, and a bit of wishful thinking. Then everyone forgot to prune it. That’s how a mid-level role ends up demanding ten years of a technology that has existed for seven.

Read requirements as a weighted wish list, not a legal threshold. The reliable weighting signals: anything mentioned in the first three bullets, repeated elsewhere in the ad, or echoed in the job title itself is real. Anything appearing once, late, in a twelve-item list is probably negotiable. Research on applicant behaviour has long suggested that many candidates — women disproportionately — rule themselves out unless they meet essentially every listed item, while others apply happily at half. The self-excluders aren’t being rigorous; they’re taking a first draft literally.

A sensible personal bar: strong evidence on the core items, a credible story on the rest. Below that, skip it — but decide from the weighted list, not the padded one.

Rule two: the vocabulary has a dictionary

Certain phrases recur across adverts because they’re doing coded work. A field guide to the common ones — not cynicism, just translation:

  • “Fast-paced environment” — high volume and frequent deadline pressure. Sometimes thrilling, sometimes chronically understaffed. Pair it with other clues.
  • “Wear many hats” / “no two days the same” — the role is genuinely broad, or hasn’t been defined. Fine in a small company where it’s structural; a yellow flag in a large one where it may mean “we couldn’t agree what this job is.”
  • “Self-starter who thrives with autonomy” — light management and thin onboarding. Excellent news for the experienced; hard road for anyone hoping to learn from a mentor.
  • “Resilient” / “thrives under pressure” / “thick-skinned” — take seriously. Nobody writes these into an advert by accident; something or someone in that environment made them necessary.
  • “Competitive salary” (no number) — the range is either below market or wide enough to depend on how well you negotiate. Either way, information withheld is information.
  • “Like a family” — warm culture, or weak boundaries and guilt-based overtime. The interview question “how do evenings and weekends actually work here?” resolves it.
  • “Exciting opportunity to build from scratch” — genuinely exciting, and it means no processes, no predecessor, and success criteria to be invented — ideally by you, explicitly, before you accept.

None of these phrases is disqualifying alone. The skill is reading them in combination: “fast-paced,” “resilient,” and “wear many hats” in a single paragraph is a pattern, and the pattern is telling you the truth the flyer can’t say aloud.

Rule three: read for the problem behind the vacancy

Every vacancy exists because someone has a problem. The advert, read closely, usually reveals it. A role that’s “newly created following growth” is a build problem. A role emphasising “stability” and “robust processes” after a list of transformation verbs suggests the last era was chaotic and they’re hiring the adult. An ad stressing stakeholder management above technical depth tells you the difficulty is political, not technical. A repost you’ve seen twice in four months means the search failed once — worth wondering why, and worth asking at interview (politely: “I noticed the role was advertised earlier in the year — has the brief evolved?”).

Identifying the problem transforms your application from “I meet your requirements” into “I’ve solved your problem before” — a different species of candidacy. It also pre-writes your best interview questions, and it lets you screen yourself: if the problem behind the advert is one you’ve solved twice and never want to solve again, better to know now.

Rule four: mine it, then keep it

The advert is also your application’s raw material and its paper trail. Before applying, extract every concrete requirement and its exact vocabulary — that list drives the tailored CV and gives the screening software the language it’s matching against. And save a copy of the full advert: postings vanish once filled, and you’ll want it for interview prep (“what did they actually promise this job was?”) and for offer stage, when what was advertised and what’s in the contract deserve a quiet comparison.

Ten focused minutes per advert — weighting the requirements, translating the code, naming the problem — turns job-board skimming into intelligence work. And candidates who read adverts this way apply to fewer jobs, write sharper applications, walk into interviews knowing what the interviewer is worried about, and dodge the roles that were warning them in plain sight all along.

The adverts were never written in English. But the dictionary, it turns out, is short.

CandidRecord does this extraction with you — it reads the job spec, pulls out the real requirements, and scores your evidence against them before you spend an evening applying. [Decode your next advert.]