How Aupply matches LinkedIn jobs to your resume
Aupply matches a LinkedIn job to your resume in two steps. First it drops jobs that clearly do not fit your stated limits. Then an AI reads the job description and scores how well the work fits your resume. It is resume job matching about the work, not about keywords.
What Aupply checks
Each job goes through these checks before an application is made. The first eight rows are rules that drop obvious misfits. The last row is the AI's judgment of the fit.
| What Aupply checks | Where it comes from | What happens |
|---|---|---|
| Places | The countries you apply in, and cities you would never take | A job in a place you ruled out is dropped. |
| Technology stack | A stack you excluded in your preferences | A job that names it is dropped. |
| Years of experience | Your resume | A job that asks for more years than you have is dropped. |
| Seniority | Your resume | A job at a seniority far above yours is dropped. |
| Sponsorship and work rights | Your work rights for each country you apply in | A job that does not offer sponsorship, where you need it, is dropped. |
| Citizenship or residence | Your country settings | A job open to citizens or residents only, where you are not one, is dropped. |
| Pay | Your lowest pay, per currency | A job with stated pay below your minimum, in the same currency, is dropped. |
| External application sites | The posting itself | A posting that sends you to an outside application site is not applied to. A strong match is saved for you. |
| Fit of skills and experience | The job description read by an AI, against your resume profile and preferences | The AI scores the fit. Jobs at or above your minimum fit join the apply queue, the rest are skipped. |
The eight rules run before scoring, so a job that clearly cannot work for you never reaches the AI.
Not keyword matching
The AI reads the job description's requirements in context: the skills it asks for, the years, the seniority, the location and remote scope, and sponsorship. It compares them with the skills and experience on your resume. Matching is about the work, not keyword overlap.
This is job description matching for one reader, you. Your preferences and resume profile decide what a good fit means.
The minimum fit
Jobs at or above your minimum fit join the apply queue. Jobs below it are skipped and recorded, so you can see on your dashboard what Aupply passed on. With no AI available, Aupply uses a deterministic score for the same decision.
What it does not consider
- Employer names. Excluding companies is not supported yet.
- Employment type. There is no employment type filter yet.
- Jobs without Easy Apply. Aupply applies to LinkedIn Easy Apply jobs only, and saves strong matches for you to apply to by hand.
See how Aupply applies once a job matches, or what happens when a form asks for a personal fact.
Related
- How it worksHow Aupply works: set preferences, find recent Easy Apply jobs, read each job description, match it to your resume, apply in a background tab and ask only when needed.
- LinkedIn auto applyAupply is an AI agent for LinkedIn auto apply. It finds Easy Apply jobs, reads each job description, matches it to your resume and submits the application.
- FAQAnswers about Aupply: what it does, how it matches and applies to LinkedIn Easy Apply jobs, when it asks you, what it stores, what it costs and what it cannot do.