How to tailor a resume to a job description

Three things carry nearly all the value: the top few bullet points of your most recent role, the vocabulary you use for work you have already done, and the order of your skills. Everything else — layout, dates, education, older roles — should stay fixed.

The reason is simple. A recruiter's first pass is short and top-weighted. If the first three lines under your current job speak to the posting, you have used the attention you were given.

Every field has several names for the same work. A posting asking for "inventory reconciliation" and a resume saying "stock counts" describe the same task, and a recruiter searching the tracking system for the former will not find the latter.

So: read the posting, list the concrete nouns — tools, systems, processes, certifications — and where you have honestly done that thing, use their word for it. This is not keyword stuffing. You are not adding claims; you are translating true ones.

• Do rename work you actually did to match the posting's terminology.
• Do move a genuinely relevant bullet up so it is read first.
• Do not add a tool, system or responsibility you have not used.
• Do not pad with a keyword list nobody reads and every recruiter recognises.

"Responsible for scheduling" describes a job description. "Built the weekly schedule for 24 staff across three shifts" describes what you did. The second is more specific, more credible, and more searchable — and it is the same fact.

You do not need a number for every line. Where you have one, use it; where you do not, be concrete instead. Invented metrics are worse than none, because they are the first thing an interviewer probes.

Maintain a single long version containing everything you have ever done, including bullets you rarely use. For each application, copy it and cut down rather than write up. Cutting is faster than composing and much less likely to introduce something untrue.

This also solves the version problem. When every tailored copy descends from one master, you never have to work out which of six files is current.

Five to ten minutes per application once you have a master version. If it is taking longer, you are probably rewriting things that do not need to change — layout, summary, older roles — rather than the top bullets and the vocabulary.

If it is taking under a minute, you are probably not changing anything meaningful, which is the other failure mode.

Rewriting the same bullets into a new vocabulary for the twentieth posting is mechanical work, which is exactly the kind of thing worth automating. Swoop drafts a tailored version against a specific posting and shows you what changed and why, line by line, so you approve or reject each edit rather than trusting a black box.

The constraint that matters: it rewrites bullets you already wrote. It does not invent experience, and if a posting asks for something your profile does not contain, the honest output is that the gap exists.