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03.08.2026
KI & Tools

Skill Matching & CV Gap Analysis: How to Achieve 95%+ Match Scores

How do ATS score calculations work? Learn how to identify skill gaps in your CV and systematically boost your match score.

Skill Matching & CV Gap Analysis: How to Achieve 95%+ Match Scores
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Skill Matching & CV Gap Analysis: How to Achieve 95%+ Match Scores

Have you ever wondered why some job applications lead to an interview immediately, while others are rejected without feedback? In modern recruitment, ATS systems (Applicant Tracking Systems) and automated skill match algorithms play a crucial role.

In this article, you will learn how skill matching works and how you can increase your match score to over 90% using CV gap analysis.

How is the Match Score Calculated?

The match score is not a random number. It compares the content of your CV with the requirements in the job posting based on four main factors:

  1. Hard Skills & Qualifications: (e.g. SAP, React, accounting, project management according to IPMA)
  2. Industry Experience & Years of Experience: Does your seniority level fit the job profile?
  3. Language Skills: Are German (C2), English (B2), or French explicitly required?
  4. Education & Certificates: (e.g. Eidg. Fachausweis, Bachelor, Master)

What is a CV Gap Analysis?

During a CV gap analysis, the system identifies key terms required in the job posting that are missing or not precisely defined in your current CV.

A Concrete Example:

  • Job advertisement requires: "Experience with agile project management (Scrum/Kanban) and Jira."
  • Your CV contains: "Project Manager in IT projects."
  • The Gap: Even though you worked agilistic/agile, the specific terms "Scrum" and "Jira" are missing from the text. The ATS deducts points!

3 Steps to Optimize Your Match Score in PARAT

Step 1: Check Smart Matches

When you open your Smart Matches in PARAT, you will see your calculated match score for every job offer (e.g. 82%).

Step 2: Read CV Tips & Match Highlights

Pay attention to the highlighted match badges ("Match: Project Management, German") and the displayed CV tips ("Tip: Add 'Jira' to your skills").

Step 3: Adapt Your CV in the Editor

Open your PARAT CV editor and add the missing technical terms to your job descriptions — truthful at all times, of course!

Conclusion

A high match score is your door-opener for the Swiss job market. Those who identify skill gaps early and sharpen their CV in a targeted manner stand out from the crowd.