Transferable problem-solving and domain knowledge
Career change job search
Build a career-change search around transferable proof
The goal is not to erase your previous career. It is to show which problems, decisions, relationships, and outcomes transfer—and where you have built new, role-specific capability.
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.
Recent evidence of role-specific learning
A credible reason for the transition
A practical search plan
Build a smaller, higher-signal pipeline
Choose one target role
A narrow target makes it easier to translate your experience and identify missing evidence.
Build an evidence bridge
Map prior outcomes to the new role's responsibilities, then add projects or training where a real gap remains.
Write the transition plainly
Explain why the move makes sense now and how your background adds value without overselling it.
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.
- 1Keep your previous titles and dates accurate.
- 2Translate responsibilities without renaming your old role.
- 3Add recent evidence for the new discipline.
- 4Prepare a concise, positive reason for the transition.
Questions about this workflow
Should a career changer hide unrelated experience?
No. Reduce detail that does not support the target, but preserve accurate titles and dates. Emphasize transferable decisions, scope, and outcomes.
How many target roles should I pursue at once?
Start with one primary role family. A second adjacent path can work, but each needs its own search brief and tailored evidence.
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