Job compatibility analysis

Job compatibility analysis that tells you whether a role is worth applying to.

Paste the posting and get a score with the reasoning under it: the requirements you evidence, the ones you do not, and what closes each gap.

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Free to start · No credit card required

Users landed roles at

  • Meta
  • Apple
  • Google
  • Amazon
  • Nike
  • United Nations
  • Tesla
  • Boston Consulting Group

How it works

See whether a job is worth applying to.

Swipe to explore

Step 1 : Add the job

Paste the job posting.

Any posting works, from a careers page or a job board. FirstResume pulls out what the role asks for and separates the real requirements from the boilerplate.

Step 2 : Read the score

See your match, requirement by requirement.

One score at the top, then the reasoning under it: which keywords your resume already evidences, which are missing, and how your experience and education line up against the posting.

Step 3 : Act on the gaps

Decide whether to spend the evening.

A strong score with two closable gaps is worth your night. A weak one where the gap is a degree you do not hold is worth skipping, and knowing that took a minute rather than an hour.

Why it matters

Most of the effort in a job hunt goes to the wrong roles.

A job description is written to sound demanding, so reading one tells you very little about your odds. You end up applying to everything, spreading a fixed number of good hours across roles that were never going to answer, or talking yourself out of postings you were close on. Knowing the odds first is what stops both.

200+
applications the average job hunter sends before an offer
75%
of applications are filtered out by an ATS before a person sees them
60+ minutes
is what one tailored application costs you without help

Why FirstResume

Nothing hidden

A score you can trace back to the posting.

The number is not a black box. Open it and every hard skill, soft skill, year of experience and qualification the posting asked for is listed with its own verdict, so a score you disagree with is one you can argue with. Most people find one requirement they do meet and forgot to write down.

Straight into the resume

The gaps become edits, in one move.

Each gap names what would close it: a term the posting uses that your resume never does, an achievement that needs its number, a project that already proves a requirement. Send them to the resume builder and they arrive as suggested edits against the same application, so you never retype the list.

Learn more about the AI resume builder

Triage a whole shortlist

Rank ten roles in the time one application takes.

Compatibility runs against saved jobs as well as pasted links, so a shortlist comes back ordered by fit. The four worth a real application separate from the six that were never going to answer, and your best hours go to the four.

Learn more about the AI job board
  • Scores attached to every saved job on the board
  • Sort a shortlist by fit before you write anything
  • Recheck a role after you update your profile

What our users say

We partner with FirstResume because they are the most seamless CV polishing tool in the market empowered by AI

Tried chatgpt for weeks and got zero interviews... FirstResume got me 3 callbacks in the first month?? actually sounds like me and takes 2 mins. worth every $$

Sarah

Product Manager @ Google

Been using FirstResume for the past month and wow... applied to 40 jobs already and got 4 interviews! Usually I'd spend forever tweaking each resume but this does it so much better than I could.

Michael

Business Analyst @ PwC

562,192

Users

4.9/5

Rating

39

Countries

625,000+

Job applications

Old way, new way

Reading the posting and guessing

Skim the requirements, decide how you feel

  • Confidence decides the call, not evidence
  • Nice-to-haves read like hard requirements
  • You find out what was missing from the rejection, if it comes

Applying to everything

Volume as a strategy

  • The same generic resume goes to roles that needed a specific one
  • Good hours spent on postings you were never close to
  • No record of which kinds of roles you match

The playbook

Six habits that make the apply or skip decision faster and more accurate, whatever you use to make it.

01

Sort the requirements before you judge yourself

Most postings mix three different things: hard filters, real requirements and a wish list written by someone hedging. A licence, a degree subject or work authorisation is a wall. A named tool you could learn in a week is not. Split the list into those two piles before deciding anything, because a long list of nice-to-haves reads as rejection when it is a job description written badly.

02

Check the vocabulary, not only the skill

You can meet a requirement and still not appear to. Screening compares the words in your resume with the words in the posting, so experimentation and A/B testing, or reporting and dashboarding, can score differently for the same work. Before you assume you fall short, check whether you described the thing in your own vocabulary rather than the industry one. That gap closes with a rewrite, not a new job.

03

Count the experience the way employers do

Years of experience is the requirement people misread most. Internships, part-time work, freelance projects and a society role where you ran something usually count towards it, and few graduates add them up. Write out every stretch of relevant work with its dates before deciding a posting is out of reach. Often the number is already there, never stated in one place.

04

Treat a low score as a diagnosis

A weak match is information about where you stand, and it splits two ways. Gaps you can close by rewording are worth ten minutes and a resubmission. Gaps that are missing experience are worth noting, because the same ones will keep appearing across the roles you want. Three postings that all want the same tool you have never touched is the clearest course recommendation you will get.

05

Budget your applications, not your optimism

There are only so many hours in a week where you write well. Spending them evenly across every opening is the most common mistake in a job hunt. Rank your shortlist by fit first, then give the top few a properly tailored resume and a specific cover letter, and let the rest go. Fewer, better applications beat a wide spread of generic ones.

06

Keep the score next to the outcome

Over a month, the pattern in your own data is worth more than any advice. Note the fit score against what happened: no reply, screen, interview. You will see the score where replies start for your field, and which requirement you keep failing. After that you are adjusting from your own results instead of guessing.

Features

FAQ

What is a job compatibility analysis?

It is a read of one job description against your profile, returned as a score with the reasoning underneath. FirstResume splits the posting into its actual requirements, checks each one against your experience, education and skills, and tells you which are evidenced, which are thin and which are missing. You get the number and the list of things behind it, so you can decide whether the role is worth an application.

How is the match score calculated?

The posting is broken into hard skills, soft skills, years of experience and education, then each item is checked against what is in your profile rather than against keywords alone. A requirement counts as met when there is something in your history that evidences it. The score is a summary of those judgements, and every one of them is shown so you can disagree with it.

What score is high enough to apply?

There is no universal cutoff, and a score is not a permission slip. Look at what is missing rather than the number: gaps in the nice-to-have list are usually worth applying through, while a missing licence, degree requirement or work authorisation rarely is. A strong match means you can write a focused application quickly, not that you are guaranteed a reply.

Does a low score mean I should not apply?

No. It means the application will cost you more, so decide deliberately. A low score often points at wording rather than ability, and the gap list tells you which it is. If the missing items are things you have done but never wrote down, fix your profile and run the check again. If they are things you have never done, spend the evening elsewhere.

Will this tell me what to fix, or only score me?

Both. Every gap comes with what would close it: a keyword from the posting your resume never uses, an achievement that needs a number, a requirement you meet through coursework or a society role and never mentioned. From there you can send the analysis straight into a tailored resume rather than starting from a blank page.

Is this the same as an ATS resume checker?

It overlaps but goes further. An ATS checker asks whether a machine can read your file and whether the right words appear in it. Compatibility analysis asks whether you fit the role, weighing experience level, education and the requirements a parser has no opinion about. Both matter, and both run before you submit.

How long does the analysis take?

Under a minute for a single posting. Paste a link or run it from a job on the board, and the score, keyword split and requirement breakdown come back together. Running it across a shortlist is how most people use it: check ten roles in the time one careful application takes, then apply to the four that are worth it.

Is job compatibility analysis free?

Yes. Compatibility analysis runs on every plan, and each role on the job board carries a score whichever one you are on. The free plan works within its monthly caps on searches and applications; Premium and Max lift those so you can score a whole shortlist in one sitting rather than a few roles before the limit resets.

Know the odds before you spend the evening.

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