Resume tailoring

Tailor your resume to the job posting, from your own experience

Add a job posting and your current resume. CareerWin lists every requirement in the posting, shows which ones your resume already covers, asks about the rest, and rewrites your resume around the job, using only what you have told it.

Try it on a job posting — free

First tailored resume free · No sign-up to start

A resume tailored to a charge nurse role, from CareerWin's fictional example
A tailored resume from a fictional example: a staff nurse applying for a charge nurse role.

How it works

From job posting to tailored resume in four steps

  • Add the job posting and your resume

    Paste a link to the posting, paste its text, or upload it as a file, then upload your current resume.
  • See where you stand

    Every requirement in the posting is listed and marked covered, partial or missing, so you can see the gaps before you apply.
  • Answer a few questions

    For the missing and weak requirements, CareerWin asks follow-up questions about experience your resume doesn't mention yet.
  • Review and download

    CareerWin rewrites your resume around the job's requirements. Edit anything in the resume editor, then download it as a PDF or plain text.

The gap analysis

Every requirement, marked

CareerWin reads the posting the way a recruiter would: it separates what the job requires from what it would prefer, and keeps the posting's key terms word for word, because some screening systems match words literally.

Each requirement then gets a traffic light: covered when your resume shows it, partial when the evidence is thin, and missing when your resume doesn't mention it. Each one comes with a short explanation, so you know what to add.

From the fictional example (one of each, out of 12 requirements):

Handling patient complaints and incident reviews

MISSING

Your resume does not mention managing complaints, reporting incidents or taking part in incident reviews.

Staff rostering and skill-mix planning

PARTIAL

You helped the ward manager with the duty roster during winter 2023 staff shortages. This is limited, one-off evidence, and skill-mix planning or allocating by acuity is not mentioned.

Nurse in charge / shift coordination

COVERED

You act as nurse in charge on night shifts when the senior nurse is off. Day-shift charge experience and coordinating patient flow with bed management are not mentioned.

The same person, the same experience — a different resume

BeforeOne generic resume for every job
A generic nurse resume, with leadership experience buried mid-page
  1. 1Skills in one undifferentiated block
  2. 2Leadership experience buried mid-page

A recruiter scanning for leadership experience has to dig for it.

AfterTailored to a charge nurse role
The same resume tailored to a charge nurse role
  1. 1Leadership up front in the summary
  2. 2Skills grouped the way a charge nurse works
  3. 3Nurse in charge, rostering and complaints lead the experience

Built only from the candidate's real history and answers.

Tailoring doesn't add new jobs or qualifications. It changes what the page leads with: a summary written for this role, the achievements that matter for the job kept and routine duties cut, and your skills sorted into a few clear groups.

Built on your facts

What CareerWin won't do

  • Add skills, certificates or languages that your resume and your answers don't mention, even when the job asks for them.

  • Change your contact details. They are copied from your resume, and left out when your resume doesn't have them.

  • Make dates more precise than your resume does. If you wrote a year, the tailored resume keeps the year.

A check after writing

After the AI writes the resume, an automatic check compares contact details, dates, skills, certificates and languages with your own resume and answers, and removes what they don't support. The summary and bullet points are written by AI from your material, so read them before you apply. It's your name on the application.

ATS match score

An estimate of the match, with its limits

CareerWin estimates how closely your resume matches the posting as a score from 0 to 100 with a grade from A to D, before and after tailoring, so you can see what changed.

What the score means

What is an ATS?

Many employers use an applicant tracking system (ATS) to collect applications. Some of these systems compare each resume with the job posting and rank or grade candidates before a recruiter reads them.

What this score looks at

  • Requirements: how many of the posting's required and preferred items your resume shows. Required items count more.
  • Keyword wording: whether your resume uses the posting's exact terms, because some systems match words literally.
  • Profile fit: job title, education and years of experience, when the posting asks for them.

Grade A means every required item is covered and most preferred ones too. Grade D means most required items are missing.

What it can't tell you

There is no single standard. Employers use different ATS vendors and each calculates scores its own way, so the score a recruiter sees may differ from this one. Use it as a guide to strengthen your resume. Even a perfect score can't guarantee an interview: people make the final decision.

An estimate, not a verdict. Employers' systems score differently, and no score can guarantee an interview.

FAQ

Resume tailoring, answered

Your resume can be a PDF, DOCX or TXT file of up to 10 MB. The job posting can be a link, pasted text, or a file in the same formats.

No. Skills, certificates and languages appear on the tailored resume only when your resume or your answers mention them, even if the job asks for them. After the resume is written, an automatic check also removes contact details, dates, skills, certificates and languages that your own material doesn't support.

Yes. The summary and bullet points are written by AI from your resume and your answers, so read them before you apply, and change anything you like in the resume editor.

CareerWin aims for one page, or two pages if you have ten or more years of experience.

Three templates: Classic (single column), Executive (two columns with a sidebar) and Compact (denser, for long histories), with a choice of accent colours and font pairs. You download the resume as a PDF or as plain text.

Yes. The gap analysis on the homepage works without an account. You sign in to answer the follow-up questions and create the tailored resume.

Try it on a real job posting

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