Fine-tune Resume AI for role
Two variants, tuned to the posting.
Your resume and the posting are scanned together, then scored, so you see why each variant ranks where it does.
Fine-tune Resume AI for role example
Illustrative variants. Yours is scored against your own resume and the posting you paste in.
See two resume variants scored and tuned to a posting
Tuned, scored and traced
Two scored variants, each change traced back to a real line.
Angle 1
Guessing which resume version to send → Two scored variants, side by side
Ledger-first or scope-first, each with a relevancy score against the exact posting you pasted in.
Angle 2
A rewrite you cannot audit → Every change traced to a reason
Engine edits and AI polish stay visually apart, each with the line it changed and why.
Angle 3
A separate step to make it look right → Straight into your resume's own template
The variant you pick renders in the same sheet the builder uses, ready to export.
Paste, scan, compare, export
From pasting a posting to exporting the variant you pick.
Paste
The target title and the job description.
Scan
Your resume and the posting, read together.
Compare
Two scored variants, each traced change explained.
Export
Pick one and export it in your resume's template.
Included on the AI and Max plans.
What Fine-tune Resume AI will not do
- It will not add a skill, tool or number your resume does not already support.
- It will not retitle you above a seniority your resume itself does not show.
- It will not blend engine edits and AI polish without marking which is which.
Included wherever you apply
Fine-tune Resume AI for role is included on the AI and Max plans.
AI
600 AI credits/mo
= 25 heavy AI runs (24 cr each)
or 50 light runs (12 cr each)
per month, billed annually
$299.99 billed once a year
Save $59.89 compared to monthly
AI features
- Included: Resume AI12 cr
- Included: Resume ATS AI24 cr
- Included: Fine-tune Résumé AI12 cr
- Included: Interview Prediction AI24 cr
- Included: Evaluator AI24 cr
- Included: Promotion AI24 cr
- Included: Offer Negotiation AI24 cr
- Not included, Max only: Interview Deep ResearchMax only48 cr
- Not included, Max only: Jobs Auto ApplyMax only48 cr
- Included All 4 courses, plus every new one
- Included My Notes on every course
- Included Interview Tracker
- Included Interview Intel company breakdowns
- Not included Smart job searches
- Not included Interview Sprint planner, readiness and AI mocks
- Not included Priority support
Max
2,400 AI credits/mo
= 100 heavy AI runs (24 cr each)
or 50 Deep Research runs (48 cr each)
per month, billed annually
$899 billed once a year
Save $289 compared to monthly
AI features
- Included: Resume AI12 cr
- Included: Resume ATS AI24 cr
- Included: Fine-tune Résumé AI12 cr
- Included: Interview Prediction AI24 cr
- Included: Evaluator AI24 cr
- Included: Promotion AI24 cr
- Included: Offer Negotiation AI24 cr
- Included: Interview Deep Research48 cr
- Included, coming soon: Jobs Auto ApplySoon48 cr
- Included All 4 courses, plus every new one
- Included My Notes on every course
- Included Interview Tracker
- Included Interview Intel company breakdowns
- Included 100 smart job searches a month
- Included Interview Sprint planner, readiness and AI mocks
- Included Priority support
- Included Lowest cost per credit25% cheaper
Interview pass
90 days of AI. One payment, no renewal.
Three ways into Fine-tune Resume AI
No plan yet? Unlock the AI tier, buy a credit pack, or spend WIN coins you have already earned.
Questions about Fine-tune Resume AI
What makes a variant score higher?
Keyword coverage, quantified impact, title match and first-bullet focus against the posting you pasted in, blended into one relevancy score.
Can I tell which edits are automatic and which are AI polish?
Yes. Each change carries a provenance chip: engine edits are solid, AI polish is dashed, so nothing is blended without being marked.
Does it invent anything about my background?
No. Every edit traces to a line already in your resume; a requirement your resume does not support shows up as missing, not invented.
Where does the source resume come from?
Your profile resume by default, or any document from your Resume Builder library.
Can I export the tuned variant?
Yes. Picking a variant renders it into your resume's own template, ready for the same seven export formats Resume Builder offers.