CV-Scope is an AI-powered job matching platform. It analyzes your CV, searches job boards across 11 countries, scores and explains every match with a 3-dimensional model, and generates ATS-optimized application documents. It is designed for career changers and non-linear profiles.

Yes. The free plan includes CV analysis, job matching across 11 countries, and 2 complete application dossiers (ATS-optimized CV + motivation letter + interview prep). Premium (15€/month) unlocks unlimited dossiers. Extra (20€/month) adds Daily Watch automated job monitoring.

How does CV-Scope work for career changers?

CV-Scope uses dual-category matching: it finds both core matches (career continuity) and adjacent matches (career pivots based on transferable skills). Each match includes an AI commentary explaining why your background fits the role, even if you come from a different industry.

Which countries does CV-Scope search?

CV-Scope searches France Travail (France only) and Adzuna across 11 countries: France, United Kingdom, United States, Canada, Australia, New Zealand, India, Singapore, South Africa, Switzerland, and Belgium.

What is the 3D scoring model?

CV-Scope scores each job offer on three independent dimensions: (1) capability alignment — how well your skills match the requirements; (2) seniority match — whether the role level fits your experience; (3) lexical comfort — how naturally the job description maps to your background. Each score is explained in plain language.

What is an application dossier?

An application dossier is a complete set of application documents generated for one specific job offer: an ATS-optimized CV tailored to the role, a motivation letter addressing the offer’s requirements, and an interview preparation guide with likely questions and suggested answers based on your profile.

Daily Watch is an Extra plan feature. CV-Scope automatically reruns your job search every day and sends you an email summary of new matching offers every morning. You never miss a fresh opportunity without having to log in daily.

Does CV-Scope have an API?

Yes. CV-Scope offers a REST API (POST /api/v1/search) for integrations. It supports searching job boards across 11 countries with X-API-Key header authentication. The full OpenAPI specification is available at cv-scope.com/openapi.yaml.

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Job searching shouldn't be a full-time job

Hours scrolling, filtering, applying to roles that don't fit. Nobody treats your career pivots as strengths.

Custom CV, tailored letter, interview prep — multiplied by 10 offers. Your evenings disappear.

Career changers, multi-skilled professionals, non-linear paths — classic algorithms weren't built for you.

How it works

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No long forms to fill in. Just drop your CV — CV-Scope extracts your experiences, skills, and strengths in seconds.

🧠

International Cooperation Officer

SENIOR COOPERATION INNOVATION

This profile features a multidimensional background marked by a rare combination of scientific rigor and cultural sensitivity. A proven ability to navigate complex, multicultural environments — ideal for organizations seeking to reconcile innovation and societal impact.

✦ KEY STRENGTHS

Unique experience at the intersection of science, diplomacy and culture
Proven ability to manage social impact projects
Expertise in bilateral cooperation engineering

🛠️ Skills 24

🎓 Diplomas detected 4

💼 Experiences 12

🎯 Keywords 18

🔍 Deep analysis +

↓ See full analysis

📍 Paris · 200 km 128 offers

Institutional Partnerships Manager

CEA Saclay · 91 · Saclay

NEW 🎯 Career match

AI score: Strong fit. Complex project management experience is directly transferable.

International Deployment Project Manager

Paris · Freelance

🔀 Career pivot

+ 126 more offers

ATS-Optimized CV

✓ ATS

Letter

Motivation Letter

🎙️

Interview Prep

3 targeted questions

Behavioural

Tell me about yourself

Transition

Why change sector?

Technical

Your approach to Agile?

Daily Watch Extra

Automatic search every morning.

searched

qualified

Head of Product · Fintech

Paris · CDI · 🆕

NEW 🎯 Career match

Digital Project Manager · SaaS

Lyon · CDI

🔀 Career pivot

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›

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Your offers and applications ready in minutes.

No credit card required · First results in minutes

Stop searching,
let the right jobs come to you.

Job searching shouldn't be a full-time job

Stop applying blindly. Focus on your matches.

Profile analyzed

Qualified offers

Application prepared

Updated every morning

Your offers and applications ready in minutes.

Stop searching,let the right jobs come to you.

Job searching shouldn't be a full-time job

Stop applying blindly. Focus on your matches.

Profile analyzed

Qualified offers

Application prepared

Updated every morning

Your offers and applications ready in minutes.

Stop searching,
let the right jobs come to you.