What Is a Job Compatibility Score?

How Job Compatibility Scores Work

A compatibility score analyzes multiple dimensions of fit between your profile and a job. These include: skills match (do you have the required and preferred skills?), experience level (does your seniority match?), industry relevance (have you worked in similar domains?), and keyword alignment (does your CV use the same language as the job description?).

The score is not a guarantee of getting the job. It's a signal that helps you prioritize which roles to spend time applying to. A 85% match is worth tailoring your CV for; a 30% match probably isn't.

How Karriero Calculates Your Score

When you upload your CV to Karriero, AI extracts your skills, experience, education, and other attributes. For each job listing, Karriero's AI compares these attributes against the job requirements and generates a compatibility percentage.

The score updates if you upload a new CV or if the job listing changes. It's designed to give you an honest assessment, not to inflate numbers to make you feel good.

How to Improve Your Compatibility Score

The most effective way to improve your score for a specific job is to tailor your CV. Use Karriero's AI tailoring feature to rewrite your CV for the role. This ensures your skills, experience bullets, and summary use the right keywords and emphasis.

Long-term, focus on building skills that are commonly required in your target roles. The compatibility score can help you identify which skills you're missing most frequently.

Using Scores to Guide Your Job Search

Sort job listings by compatibility score to see your strongest matches first. Focus your effort on roles where you score 60% or above. For roles in the 40-60% range, tailoring your CV can often bridge the gap. Below 40%, consider whether the role is a realistic target or if you need to build new skills first.