Twenty lines of posting, fifteen "required skills," and one question that matters: is this worth an application? Reading a posting isn't skimming it, it's decoding it. Here's how to do it in ten minutes.

Separate requirements from wishes

A posting mixes three levels without telling you which is which:

  • Deal-breakers: a language, a regulated degree, a tool at the heart of the job, a license. If you lack one, the application has little chance.
  • The core of the job: the two or three responsibilities that appear in the title and first lines.
  • The wish list: everything else, often an accumulation. A posting rarely describes a candidate who exists.

Highlight the deal-breakers first. If you tick fewer than half, move to the next posting.

Key takeaway: a gap on a deal-breaker weighs more than five gaps on the wish list.

What the posting says without saying it

A few phrases deserve a question, not a rejection:

  • "Versatile," "jack of all trades": the role may be poorly defined, or the team small. Dig into it in the interview.
  • "Demanding environment," "fast-paced": look for what backs it up (team, workload, hours).
  • No salary range: common, but prepare your own range before the interview. See how to answer salary expectations.
  • A posting that keeps being reposted: the role may be hard to fill, or hiring may be continuous.

These are hints, not proof. Use them to prepare your questions.

The four readings to do

  1. Title vs content: do the responsibilities match the job title?
  2. The verbs: "lead," "assist," "execute" don't describe the same level of responsibility.
  3. Tools and methods: which ones appear more than once? Those are the ones you'll be tested on.
  4. The context: team size, who it reports to, why they're hiring, when the posting says so.

Turn the analysis into an application

This reading feeds straight into your file:

  • Reuse the two or three core words in your resume, as long as they describe real experience.
  • Prepare an answer for each gap you spotted: training, adjacent experience, a project.
  • Save the posting text: it will be taken down before your interview.

Automate it

In Prepint, a "Why this job?" analysis does this reading for you: a 0 to 100 credibility score, your strengths, your gaps and the requirements summarized (languages, skills, other). It draws on your background and uses your AI tries. To understand what such a score is worth, read resume and job match score.