Tailor your resume to a job description with AI

What a tailored resume is

A tailored resume is your existing resume, reordered and reworded so that the experience one employer asked for is the first thing they read. Same jobs, same dates, same results. What changes is emphasis and vocabulary: the summary speaks to this role, the most relevant bullet leads each job, and the work is described in the terms the posting uses. (In the UK the same document is called a CV, and the method is identical.)

It is not a resume rewritten from scratch for every application, and it is not a block of keywords pasted at the bottom. Your resume is read in two ways. A recruiter skims it for evidence of the requirements, and if the employer uses an applicant tracking system (ATS), recruiters can search the applications in it for the terms in their own posting. Tailoring serves both, because each one is a search for the same evidence. For how ATS software reads the file itself, see the ATS-friendly resume guide.

How to tailor your resume to a job description with Profilis

Profilis does the reading and the rewriting. You decide how far it may go, and you check the result.

1. Add your resume once

   Upload your resume as a PDF, paste its text from LinkedIn or a Word document, or build it in a chat. This becomes your base resume, the one every tailored version starts from.

2. Paste the job description

   On the Jobs page, choose Add a job, paste the job description and enter the job title. The link to the posting is optional. Profilis makes a separate copy of your resume for that job, the job counts toward your monthly tailoring allowance, and nothing is sent to the employer.

3. Read the job analysis

   Profilis pulls the required skills, preferred skills and key responsibilities out of the ad. It shows a match score out of 100, based on how many of the job's key terms your resume already uses, along with how many of the listed skills it mentions and which terms are missing. Nothing on your resume changes at this point, and you can ask questions about the result first.

4. Choose how far the rewrite may go

   Safe edits only reword achievements you already have. Balanced edits, the recommended mode, also work in the job's keywords where your experience supports them, and add or sharpen numbers your original bullets justify. Bold edits may also estimate plausible numbers, and the assistant is told to list each one under "Estimated — check these". Treat those as questions, not facts: keep an estimate only if your own records back it up, and delete it otherwise. If you don't have the numbers, choose Balanced. In every mode the assistant is told to leave employers, job titles, dates and education as they are, and never to add a tool or employer you didn't have.

5. Check the changes, then download

   Profilis works through your summary and the bullet points and skills of every job on the tailored copy. Each rewritten section shows the lines removed and added and the job terms worked in, and the finished run shows the match score before and after. You can ask for a different wording of one section and then take it or keep yours, or edit the tailored resume yourself. Then preview it, choose a template and download it as a PDF. On Pro, the same run also writes a cover letter for the job.

A worked example: one resume, one job description

Meet Maya, a senior customer support specialist at a payroll software company who wants to move into customer success. Maya, her employers and the job below are fictional, but the method is the one we recommend.

The job description (excerpt)

Customer Success Manager, Mid-Market at Larkfield, a scheduling platform for clinics

You'll own a book of 60–80 mid-market accounts and be responsible for renewals and expansion.

• Lead onboarding and drive product adoption in each account's first 90 days
• Monitor account health and reduce churn through proactive outreach and quarterly business reviews (QBRs)
• Identify upsell opportunities and partner with Account Executives to close them
• Present usage and ROI to VP-level stakeholders

Requirements: 3+ years in a customer-facing SaaS role and experience with Salesforce. Gainsight or a similar customer success platform is a plus.

1. List what the ad asks for

Read the posting as a list of requirements, not as a description of a company. This one wants:

1. Account ownership: a portfolio of accounts, renewals and expansion.
2. Onboarding and adoption in each account's first months.
3. Account health: spotting churn risk early.
4. Upselling, together with sales.
5. Tools: Salesforce required, Gainsight preferred.
6. Three or more years in customer-facing SaaS.
7. Executive reviews: QBRs and usage and ROI presentations to VP-level stakeholders.

Then hold each requirement up against the resume. Maya has real evidence for onboarding, account health, spotting upsell opportunities and SaaS experience, and partial evidence for account ownership: she checks in with 45 accounts every month but has never owned their renewals. She has never used Salesforce or Gainsight, never run a formal QBR and never presented to a VP. Those gaps stay gaps.

2. Rewrite the summary

The old summary could open anyone's resume. The new one answers the requirements Maya can back up, with her own numbers, and names the role she wants. It also counts only Maya's four years at a software company, because the ad asks for SaaS experience. Her nearly two years at an internet provider are still on the resume, just not in the headline number.

3. Reorder and reword the bullet points

Maya's current job had five bullets, and the one closest to this role was the last. Here are the three that changed most; the table after them lists the changes and why.

4. Leave the facts alone

Gaps like Salesforce belong in the cover letter or the interview, where Maya can explain what she used instead. Leaving a tool off costs her less than being asked about one she listed but never used.

The finished tailored resume

This is Maya's whole resume after tailoring, in the Default template. Her older job and her degree were left as they were: they were already accurate, and nothing in the ad made them more relevant.

What to change when you tailor a resume, and what never to change

Change for every job:

• Your summary. Lead with the two or three requirements you meet best.
• Bullet order. The most relevant bullet goes first under each job.
• Wording. Use the posting's term when it describes the same work, such as "onboarding" for "set up accounts", and spell tools the way the ad does.
• Skills. Put the skills the ad names first and drop the ones that don't matter for this job.
• Length. Trim bullets that don't serve this application, especially under older jobs.

Never change:

• Employers, job titles and dates. If your internal title is unusual, you can add the common equivalent in parentheses, but keep the real one.
• Numbers. You can move a number to the front of a bullet. You can't raise it, round it up or estimate one you never measured.
• Tools, certifications and degrees you don't have. Naming a related tool you did use is fine; implying the one the ad wanted is not.
• The scope of your work: team size, budget, number of accounts.

A useful test: could you talk about every line for two minutes in an interview? If not, it has drifted from tailoring into invention. For finding the right terms and placing them without stuffing, see how to use resume keywords.

Can you tailor your resume to a job description with AI for free?

Within limits: the Profilis Free plan covers tailoring for 3 jobs a month. Cover letters are part of Pro, which also raises tailoring to 50 jobs a month.

The other common route is a general-purpose AI chat assistant with a careful prompt (there is one in the questions below) instead of a dedicated resume tailoring tool. It works, but it moves more of the checking onto you. A chat assistant follows only the rules you write into the prompt and doesn't list what it changed unless you ask, so a tool or a number added to improve the match can slip through. You also have to paste its text back into your document and fix the layout yourself. Whichever you use, the last step is the same: compare every changed line with what you actually did.

What an AI resume tailor does well, and what it can't know

An AI resume tailor is good at the mechanical half of the job. It pulls the requirements out of a long posting, finds the terms your resume doesn't use yet, and rewords bullets in the posting's vocabulary, which is the slow part when you do it by hand.

What it can't know is which of your lines are facts. It doesn't know that Maya's 45 accounts were exactly 45, that she has never opened Salesforce, or that her check-ins weren't QBRs. That is why Profilis tailors a separate copy, shows the changes step by step and lists the numbers it reports as estimates. The final read is still yours: go through each changed line and ask whether you could defend it in an interview.

It also can't turn a weak match into a strong one. If the analysis finds only a few of the listed skills in your resume, and you don't have the others either, that tells you something about where to apply. It is not a gap for the rewrite to paper over.

Tailoring by hand instead

If you'd rather do it yourself, follow the same steps as the worked example: list the ad's requirements, match each one to real evidence, rewrite the summary, reorder and reword the bullets, then read the job ad and your resume side by side. Our long-form guide on how to tailor your resume to a job description covers each step in more depth and ends with a final check.