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34,821 ROLES INDEXED | UPDATED 12M AGO | 8,412 FIT SCORES COMPUTED TODAY | 1,204 OFFERS TRACKED THIS QUARTER | AVG APPLICATION DRAFTED: 41S

$ vinskal init --profile:swe --leverage:max

Run your whole job search from a single system.

Vinskal indexes the market, scores every role against your actual profile, generates the tailored resume, cover letter, and form answers — then fills the application. You review, submit, and track. Nothing else.

6.2× APPLICATION THROUGHPUT18.3% MEDIAN RESPONSE RATE41s TO DRAFT AN APPLICATION
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Your background, once

One structured profile: where you have worked, what you are good at, what you will and will not accept. Read from your resume and a five-minute interview — not retyped into a form.

resume.pdf4 rolespay floor set

Every role, scored against it

Each opening is measured against your profile: overlap with what you have done, level, pay against your floor, location and work-authorisation rules. Where you fall short, it says so.

78 fitgap: modellinghybrid ok

The whole application, drafted

Resume ordered for that posting, a cover letter that cites your actual work, and every application question answered from the same profile. You read it before anything moves.

resumecover letter7 answers

Submitted, then followed

The extension fills the employer's form — Greenhouse, Workday, Lever, Ashby. Each application lands in your pipeline with its real status and a nudge when it has gone quiet.

filled in 41sscreeningfollow up in 4d

career profile

TargetOperations Analyst · Business Analyst
History4 years · 3 roles · 1 promotion
Strengthsforecasting, SQL, stakeholder reporting
Must-haveshybrid · $95k floor · no relocation
input — job_posting.urlparsed in 1.8s

$ vinskal parse https://jobs.lever.co/meridian-group/operations-analyst

→ role: Operations Analyst

→ company: Meridian Group (mid-market, 400 staff)

→ pay_range: $98k–$112k + bonus (11 verified samples)

→ asks_for: SQL, forecasting, stakeholder reporting, hybrid

→ ats: lever · form_fields: 14 · custom_questions: 3

output — fit_report78% MATCH
experience_overlap████████████████░░16/18 of what they asked for
levelmatches — 4 yrs vs 3–5 asked
pay_vs_floor+$3k over your floor
gapsfinancial modelling, board reporting
how_to_closereframe: 2 yrs owning the quarterly forecast
package: resume.v94 · cover.md · answers[14]AUTOFILL READY
Manual grinding
Generic AI bot slop
Vinskal system

// what one tailored application costs you

40min

45–90 min of rewriting

14min

20 min of prompting and repair

4min

4 min, and you approve it

// the same resume line, as each one would send it

Managed reporting for a mid-size operations team.

sent unchanged to 12 roles

true, but not about this job

rewritten, but from nothing

keywords, not evidence

Owned the quarterly forecast this role is built around.

rewritten from your profile

your work, aimed at this posting

// did you know it was worth applying to, before you applied?

?

you find out at the rejection

40 sent, none of them scored

0
gap: financial modelling

scored against your profile first

// three weeks later

applied 14 Mar
applied 21 Mar
…lost track

a spreadsheet nobody updates

auto-sent ×40
auto-sent ×40
auto-sent ×40

flagged, and no way to tell

Applied · 41s
Screening · 2d
Follow up · 4d

status synced, nudges on time

// the market moves in hours, not weeks

The best roles get 400 applicants in 48 hours. Be in the first 20 — with the strongest package.