Role, location, and work-mode alignment
Job search automation guide
Automate the repetitive parts of your job search
The useful question is not whether every click can disappear. It is which steps are safe to accelerate and which decisions still need your context. This workflow is designed around that boundary.
Fit signals
Review the role before you tailor anything
A fit score is a triage aid, not a hiring prediction. Use it to decide what deserves a closer read.
Skills found in your profile and the listing
Missing context worth checking before you apply
A practical search plan
Build a smaller, higher-signal pipeline
Define a narrow search brief
Start with one role family, preferred locations, and a realistic work mode so the result set stays reviewable.
Shortlist by evidence
Use fit signals as a triage aid, then read the source listing for responsibilities, seniority, and eligibility details.
Tailor without inventing
Adapt emphasis and wording to the role while keeping every skill, result, and date grounded in your real experience.
Track the next action
Save the role, record whether you applied, and keep the source URL available for follow-up and interview preparation.
What Kairo automates
- Searches a live jobs source using your role, location, and work-mode filters.
- Ranks results against the career profile and documents you choose to provide.
- Creates a role-specific CV draft from the job description when you request one.
What stays in your hands
- You decide which roles are worth pursuing and which listings to dismiss.
- You review every generated document before downloading or sending it.
- You open the employer's source page and complete the application yourself.
Review before you apply
Generated suggestions are drafts. Accuracy, eligibility, and final application choices always need your judgment.
- 1Confirm the role is still open on the employer's source page.
- 2Check location, work authorization, seniority, and compensation details.
- 3Remove any generated statement you cannot prove in an interview.
- 4Save the exact document version used for the application.
Questions about this workflow
Does Kairo submit job applications for me?
No. Kairo helps with discovery, fit review, CV preparation, and tracking. You review the source listing and complete the employer's application yourself.
Can I use Kairo without uploading a resume?
You can search listings without a resume. A current career profile gives the fit comparison and document workflow more grounded context.
What should never be automated in a job search?
Do not automate factual claims, eligibility answers, or final submission decisions. Those require your review because only you can confirm they are accurate.
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