Job-discovery guide
How to find jobs based on your CV
Your CV contains more search signals than one current job title. Responsibilities, industries, tools, seniority and outcomes can reveal adjacent roles — provided you turn them into a clear search profile instead of a bag of keywords.
Published by MatchRadar, Romania · Last updated
Extract role families, not isolated words
List the problems you solve and the responsibilities you repeatedly owned. Then group them into role families. Someone who coordinates launches, analyses performance and runs cross-functional processes may fit more than one title family.
Keep the grouping coherent. A role is adjacent when the daily work transfers, not merely because it shares one tool.
Add seniority and scope
Titles vary across companies. Use team size, ownership, budget, customer level, geographic scope and decision authority to describe your actual level. These clues can discover equivalent roles with different names while avoiding jobs far above or below your remit.
Set practical constraints early
Location, remote arrangement, work authorisation, language and salary shape whether a match is usable. Put them into the search profile before alerts arrive rather than rejecting unsuitable results one by one.
- Cities or countries you can work from
- Remote, hybrid or on-site preference
- Relocation willingness
- Target and unacceptable role families
- Seniority range and non-negotiable constraints
Review explanations and refine
A useful discovery loop shows why each role appeared. If results repeatedly overvalue one old skill, reduce its importance or clarify the direction you want. If an unexpected role is compelling, add it deliberately rather than letting it remain an accident.
MatchRadar builds this loop around one uploaded CV and a confirmed profile, then scans fresh postings on weekdays and explains the shortlist.
A worked example: one CV, four role families
The CV here is a prepared illustration, not a real person. Five years as an account manager at a software company in Munich: a book of 60 mid-market customers, renewals, some upselling, onboarding new accounts with the implementation team, and German and English at work.
Read by responsibility rather than title, it supports four families. Account management itself, where German is named in most ads (account manager jobs in Germany). Customer success, which is the same book of customers measured on retention rather than revenue (customer success jobs in the US show the shape). Sales, one step towards new business, where German is the most-named skill in our sales manager jobs in Germany. And implementation or onboarding management, which draws on the work done with the implementation team.
Two things are not on the list, and the reason is the method: a marketing role shares the word "customer" but not the week's work, and a head-of-sales role is a level up in scope. A family is adjacent when the daily work transfers, not when a keyword does.
Turn the families into a search you do not have to run
For each family, write the three or four titles it goes by, in English and in the local language, and the places you can work. That is the input for daily job alerts from your CV on any job board, and it is what MatchRadar builds from your CV when you set it up: target roles, cities, remote and relocation, which you confirm and can edit.
Then read what comes back for a week and adjust. If one family brings nothing worth opening, drop it; if an unexpected title keeps fitting, add it on purpose. The free preview shows, before any account, which of the last seven days of new jobs your CV would have matched.
Common questions
Can one CV point to several job titles?
Yes. Titles are inconsistent; responsibilities and scope can support several adjacent role families.
Should I search every skill in my CV?
No. Prioritise current, relevant capabilities connected to work you want. Old or incidental tools can make alerts noisier.
How often should I update the profile?
Update it when your CV, target roles or practical constraints change, or when repeated results reveal a clear misunderstanding.
How many target roles should I search for?
Usually two to four families of roles, each with its three or four common titles. Fewer misses adjacent work you could do; more brings in roles you would not take.