What Resume Fit helps you decide
Resume Fit measures fit as evidence for one specific job, not as a judgment of your career worth. It helps you decide which parts of your experience are strong evidence for this role, which requirements still need a clearer proof point, which claims you should not make, and what to repair before you apply.
What Joobzi compares
Joobzi compares the experience text you supply against the job text you supply. Every line traces back to one of your own documents.
- Stated must-haves in the job text against evidence in your experience text.
- What the role expects you to do against what your text shows you have done.
- Licenses or degrees the job names against what appears in your resume.
- Tools and abilities the posting lists against the ones your text demonstrates.
- Points the job raises that your supplied text does not yet address.
What Joobzi cannot know
The comparison is based only on the text you supplied. Joobzi will not claim to know anything outside those two documents.
- Joobzi cannot see how a human will read your resume.
- Joobzi cannot know the parsing or filtering rules of any tracking system.
- Joobzi cannot know expectations that are not written in the job text.
- Joobzi cannot know which requirement the employer weighs most.
- Joobzi cannot confirm the role is still accepting applicants.
Example: strong proof versus unsafe claim
A fictional comparison shows how job language and resume evidence land in each section. It is illustrative only.
Build SQL dashboards for product teams
Built product reporting dashboards for support and sales teams
Maps to Needs proof
Remote stakeholder communication
Led weekly remote product reviews with engineering and support
Maps to Strong evidence
Licensed clinical credential required
No credential appears in the resume text
Maps to Do not claim
How to fix without fabricating
- Add a truthful example where a requirement shows as Needs proof, using work you can actually describe.
- Remove or soften any claim the text cannot support, so nothing lands in Do not claim by accident.
- Where the job is unclear, note a clarifying question to ask rather than assuming the answer.
Method and privacy
Resume Fit maps every requirement to resume evidence, to job evidence, or to an unknown, so each conclusion is traceable to your own text. The comparison is private: the text you paste is used only for this check and is then wiped. Joobzi does not index, publish, or store your private comparison.
FAQ
Is this an ATS score?
No. There is no percentage and no pass-or-fail grade. Resume Fit maps your evidence into Strong evidence, Needs proof, and Do not claim so you can act on the text itself.
Can it rewrite my resume?
No. Joobzi will not write bullet points for you or invent experience. It points to where your evidence is strong, thin, or missing and leaves the wording to you.
What if I have the skill but it is not on the resume?
Then it shows as Needs proof, because Joobzi can only compare the text you supply. Add a truthful example of that skill and compare again.
Is the comparison private?
Yes. The experience and job text you paste are used only for this private comparison and then wiped. Private input and result states stay noindex and are never published or listed in the sitemap.
Why does Joobzi say Do not claim?
Because the supplied text does not support that requirement. Claiming it anyway risks an interview you cannot defend, so Joobzi flags it instead of encouraging the claim.
Next action
If you have not evaluated the opportunity itself yet, check the job before you invest effort in tailoring your resume to it.