Job Interview Preparation 2026: The Complete Method to Land Your Next Role

CAREER BOOST

Xavier Lefebvre

4/25/20269 min read

Complete Guide 2026: How to Pass ATS Filters and Land 3× More Interviews

75% of CVs are eliminated before a human ever reads them. The average gain after ATS optimisation: +3× interviews. This method is based on 50 real CVs. The average recruiter spends 6 to 8 seconds on a CV. Over 98% of listed companies use an ATS.

Introduction: Your CV May Be Invisible

Here is a reality that nobody tells you clearly: 3 out of 4 applications never reach a human recruiter. They are intercepted, filtered, and automatically eliminated by software called an ATS — Applicant Tracking System. This is not a question of talent, training, or even experience. It is a question of format.

You may have spent hours perfecting your CV layout, choosing the right font, aligning every line to the pixel. Result? The ATS reads your document like a machine — without seeing your tables, without decoding your colour-coded left column, without understanding your LinkedIn icons. It sees garbled text, marks your file as "unqualified", and you never receive a reply.

💡 This guide exists to change that. Based on the analysis of 50 real CVs processed at Reyvax, it gives you exactly what to do — and what not to do — so your CV passes ATS filters and lands on a human recruiter's desk. Every piece of advice is actionable today.

Part 1: What Is an ATS and How Does It Really Work?

1.1 The Simple Definition

An ATS (Applicant Tracking System) is a candidate management software used by employers to collect, sort, and filter incoming CVs. It acts as the first automated "gatekeeper": before any human sets eyes on your file, the software has already decided whether you deserve to be seen.

These tools were designed to help HR departments manage massive volumes of applications — sometimes hundreds for a single role. But their use has created a brutal paradox for candidates: being excellent is no longer enough if your CV is not machine-readable.

1.2 The 5 Most Widely Used ATS Platforms

In 2026, the market is dominated by five main players. Knowing their specificities completely changes how you should format your CV:

Workday — Used by large enterprises. Optimal format: Word (.docx) or simple PDF.
Taleo (Oracle) — Used by multinationals and the finance sector. Optimal format: text PDF, no columns.
Greenhouse — Used by start-ups and tech scale-ups. Optimal format: PDF or Word with clear structure.
SAP SuccessFactors — Used in industry, manufacturing, and HR. Optimal format: Word recommended.
Lever — Used by tech SMEs and recruitment agencies. Optimal format: minimalist PDF.

1.3 What an ATS Concretely Does to Your CV

Here is what happens in the seconds after you click "Submit":

The software extracts the raw text from your document — images, shapes, and complex tables are ignored or misread.
It identifies and categorises your information: name, contact details, experience, education, skills.
It compares your keywords against those in the job description, calculating a match score.
If your score exceeds the recruiter's defined threshold (often 70–80%), your CV passes. Otherwise, it is automatically archived.

⚠️ What an ATS cannot do: understand context, interpret a creative reformulation, or appreciate a beautiful layout. It reads, it compares, it scores. Full stop.

Part 2: The 10 Mistakes That Get Your CV Automatically Rejected

These 10 mistakes come from the direct analysis of 50 CVs submitted by candidates at Reyvax. Some are surprising. All are fixable.

Mistake #1 — Advanced-Design PDF Format

PDF is the most common format, but also the most risky if your design is complex. A PDF generated from Canva, Adobe InDesign, or PowerPoint is often unreadable by ATS: texts are encoded as images, columns are merged, and sections are mixed in the wrong order.

❌ BEFORE: Canva CV exported as PDF with colour side columns — average ATS score: 34%.

✅ AFTER: Simple Word CV exported as native text PDF (or submitted as .docx) — average ATS score: 78%.

Mistake #2 — Tables and Graphics

Did you add a progress bar to show your English level ("4 stars out of 5")? Visually nice. For the ATS, this information is invisible. It cannot see your star. Worse: if your experience is presented in a two-column table, the software may merge the rows out of order and create an incoherent entry.

✅ Golden rule: zero tables, zero graphics, zero progress bars in your ATS CV.

Mistake #3 — Non-Standard Fonts

Fancy fonts (Lobster, Raleway Display, heavily styled Playfair Display titles) may not be correctly recognised during text extraction. They generate corrupt characters and make your name, title, or skills unreadable. Stick to safe options: Calibri, Arial, Times New Roman, Georgia. These fonts are universally recognised by all ATS on the market.

Mistake #4 — Missing Industry Keywords

This is the #1 cause of invisible rejection: your CV is well-written, your career path is solid, but you have not used the exact terms from the job description. If the posting says "Agile project management" and you write "iterative team coordination", the ATS does not make the connection. It looks for an exact match, not a paraphrase.

Mistake #5 — Unconventional Section Order

ATS systems expect to find your information in a specific order. If you place your education before your professional experience (unless you are a junior), or if your skills section appears at the bottom after a "Hobbies" section, the software may miscategorise your data.

Recommended optimal order: Contact Details → Title/Summary → Experience → Education → Technical Skills → Languages → (Optional: Certifications)

Mistake #6 — Unexplained Abbreviations

Did you work as a "CFO" or "CISO"? If you do not write the full term at least once, the ATS will not match it with recruiters' queries. Always write the full name followed by the abbreviation in brackets, or vice versa.

Mistake #7 — Overloaded Headers and Footers

Many ATS partially or completely ignore the content of Word headers and footers. If you put your contact details only in the header, the software may register your application without a name or email. Always place your contact information in the body of the document.

Mistake #8 — Poorly Named Files

Is your CV called "CV_final_v3_TRULY_FINAL.pdf"? This detail matters more than you think. Some ATS use the file name as metadata. Use a professional name: "Firstname_Lastname_CV_Position_2026.pdf".

Mistake #9 — Photo Embedded as an Image

A photo on your CV is not inherently problematic (it is common in many countries). But if it is poorly embedded, it can corrupt the text extraction around it. Always place it in the top right, with an "In line with text" text wrapping in Word.

Mistake #10 — A CV Longer Than 2 Pages for Under 15 Years of Experience

Beyond 2 pages, many ATS truncate the document or lower the readability score. The rule remains the same as with human recruiters: 1 page up to 5 years of experience, maximum 2 pages up to 15 years, 3 pages only for very senior or academic profiles.

Part 3: The Reyvax Method to Optimise Your ATS CV

Here is the exact method we apply at Reyvax on every client CV. It breaks down into 4 concrete steps, applicable from today.

Step 1 — Extract Keywords from the Job Listing

Open the job description and highlight every skill, tool, and certification mentioned. Sort them into two categories:

Mandatory keywords: those appearing in the job title or the first 3 requirements. They must appear on your CV without exception.
Secondary keywords: those mentioned once or in the "a plus" section. Include them if you genuinely possess them.

💡 Advanced tip: paste the job description text into a word frequency tool (such as WordCounter.net or MonkeyLearn). The top 10 most frequent words are exactly those the ATS will prioritise in its scoring.

Step 2 — Calculate Your Optimal Integration Rate

Every keyword identified as mandatory must appear a minimum of 2 to 3 times in your CV — in your title, in your position descriptions, and in your skills section. An integration rate below 60% of mandatory keywords puts you below the selection threshold.

(Number of mandatory keywords present in your CV) ÷ (Total number of mandatory keywords identified) × 100 = your integration rate > Minimum target: 70%. Optimal target: 85–90% (without artificial over-optimisation that harms human readability).

Step 3 — Adapt the Format to the Target Platform

If you know the ATS used by the company (often visible in the application URL or mentioned on LinkedIn), adapt your format:

Workday & Taleo: prefer native text PDF (exported from Word or Google Docs, never from Canva). Single-column structure, no tables.
Greenhouse & Lever: Word or simple PDF both work well. These platforms have more robust parsing.
SAP SuccessFactors: the .docx Word format is recommended. PDF parsing is less reliable there.
Unknown platforms: systematically adopt the most conservative format — simple Word, single column, no complex formatting.

Step 4 — Complete the Pre-Submission Checklist

Never submit a CV without checking these 12 points:

Format: Word (.docx) or PDF exported from Word/Google Docs
Font: Calibri, Arial, or Times New Roman only
Layout: single column, no tables or graphics
Contact details in the body of the document (not only in the header)
Mandatory keywords present at least 2 times
Keyword integration rate > 70%
Section order: Experience → Education → Skills
Abbreviations explained (full form + abbreviation)
Length: 1–2 pages maximum (except senior profile)
Professional file name: Firstname_Lastname_CV_Position_2026
No images except a correctly anchored photo
Reading test: copy-paste the text into a plain text editor — everything must be readable

Part 4: Before/After — 3 Anonymised Real-Life Cases

These three examples come from real CVs processed at Reyvax. Names and sectors have been changed to guarantee anonymity, but the ATS scores and results are real.

Case #1 — Max, 32, IT Project Manager

Initial problem: Canva CV in 2 columns, no "PMP" or "Agile" keywords, poorly anchored photo. Workday ATS score: 28%.

❌ Before: 2-column Canva design with colour gradient

✅ After: Simple 1-column Word CV, white background

❌ Before title: "Team Coordination Expert"

✅ After title: "IT Project Manager — Agile / PMP"

❌ Before skills: "Good communicator, organised"

✅ After skills: "Agile Management, Scrum, PMP Certified, Jira, Confluence"

ATS score: 28% — 0 interviews from 12 applications
ATS score: 82% — 4 interviews from 8 applications

Result: +3.5× response rate within 3 weeks after the rewrite.

Case #2 — Sophie, 28, Digital Marketing

Initial problem: Clean CV but no SEO/SEA keywords, unexplained abbreviations, skills section at the bottom. Greenhouse ATS score: 41%.

❌ Before: "Managing social networks and online campaigns"

✅ After: "Social Media Management, Facebook Ads, Google Ads, SEA"

❌ Before: "Good command of analytics"

✅ After: "Google Analytics 4 (GA4), Looker Studio, KPI tracking"

❌ Before: Skills at the bottom, after interests

✅ After: Skills in 3rd section, directly after education

ATS score: 41% — 1 interview from 15 applications
ATS score: 79% — 5 interviews from 10 applications

Result: +5× response rate. Sophie received an offer within 6 weeks.

Case #3 — Lawrence, 45, Finance Director

Initial problem: 4-page CV, unexplained sector acronyms (CFO, IFRS, M&A), complex layout with overloaded header. SAP SF ATS score: 22%.

❌ Before: 4-page CV with exhaustive chronology since 1999

✅ After: 2-page CV focused on the last 12 years

❌ Before: "Managing CFO activities and statutory audit relations"

✅ After: "Chief Financial Officer (CFO), statutory audit"

ATS score: 22% — 0 interviews from 9 applications
ATS score: 74% — 3 interviews from 6 applications

Result: +3× response rate. Lawrence found a CFO position within 10 weeks.

Part 5: Optimising Your LinkedIn Profile in Parallel

Optimising your CV for ATS is not enough. Recruiters use two filters in parallel: the ATS for your CV, and LinkedIn to verify your profile before any contact. If your LinkedIn profile does not match your ATS CV, you lose credibility — and visibility.

5.1 The Dual Filter Candidates Ignore

Here is the real workflow of a modern recruiter in 2026:

They receive an alert for a CV that has passed the ATS filter.
Before reading the CV in detail, they open LinkedIn and type your name.
They compare your LinkedIn profile to your CV in under 60 seconds.
If the job titles, dates, or companies do not match, they move on to the next candidate.

📌 Direct consequence: your LinkedIn profile must use the same keywords as your ATS CV. Not the same sentences, but the same professional terms.

5.2 The 3 LinkedIn Sections to Optimise First

Professional headline: this is the most indexed area on LinkedIn. Include your exact job title + 2–3 key skills. Example: "Digital Project Manager | Agile Scrum | Digital Transformation | PMP"
About section: write it by naturally incorporating the keywords of your sector. 3–4 paragraphs maximum. Avoid vague metaphors like "passionate about innovation".
Experience titles: use the exact titles of your positions (those recruiters search for) rather than internal formulations specific to your company.

5.3 LinkedIn Keywords vs ATS CV Keywords: The Differences

LinkedIn and ATS do not work in exactly the same way. LinkedIn is a semantic search engine — it understands synonyms and relationships between terms. ATS systems often look for more exact matches.

Recommended strategy: use the exact term in your ATS CV, and include variants and synonyms in your LinkedIn profile. For example: "Project Management" on the CV, and "Project Management, project coordination, project lead" on LinkedIn.

🔗 To go further: discover the Reyvax LinkedIn Audit (S1) — a complete profile diagnostic with a personalised visibility score and a 30-day action plan. → reyvax.com/linkedin-audit

Conclusion: Your CV Deserves to Be Seen

Passing ATS filters is not a matter of luck, network, or even additional skills to acquire. It is a matter of method.

The 5 key takeaways from this guide:

Format first: a simple Word CV or native text PDF always beats a beautiful Canva design against ATS.
Keywords are the key: extract them from every job listing, integrate them precisely into your CV, and verify your integration rate.
Structure matters: follow the conventional section order so the ATS correctly categorises your information.
LinkedIn and CV are a duo: harmonise your two presences to pass both filters of modern recruiters.
Test before submitting: copy your CV as plain text and verify that everything is readable. If it is unreadable to you in plain text, it is unreadable for the ATS.

At Reyvax, we have helped hundreds of candidates break through this invisible filter. The average result: 3× more interviews in under 6 weeks. Not because their profile changed — but because their CV was finally visible.

About This Article

This guide was written by Xavier Lefebvre, founder of Reyvax, based on the direct analysis of 50 client CVs processed between January and March 2026. The ATS scores mentioned were measured using professional ATS parsing simulation tools.

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