Key Takeaways

  • 75% of U.S. employers use automated applicant tracking systems to screen resumes before a human reviews them (Harvard Business School & Accenture, 2021)
  • The most common ATS failures are missing keywords, incompatible formatting, and incorrect file types
  • ResumeGeni scores your resume across 8 parsing layers — modeled on the same steps enterprise ATS platforms like Workday, Greenhouse, and Taleo use to evaluate candidates

How ATS Resume Scoring Works

Applicant tracking systems parse your resume into structured data — extracting your name, contact info, work history, skills, and education — then score how well that data matches the job requirements. Many ATS rejections happen because the parser couldn't extract critical fields, not because the candidate wasn't qualified.

LayerWhat It ChecksWhy It Matters
Document extractionFile format, encoding, readabilityCorrupted or image-only PDFs fail immediately
Layout analysisTables, columns, headers, footersMulti-column layouts break field extraction
Section detectionExperience, education, skills headingsNon-standard headings cause sections to be missed
Field mappingName, email, phone, dates, titlesMissing contact info is a common cause of immediate rejection
Keyword matchingJob-specific terms, skills, certificationsKeyword overlap affects recruiter search visibility and ATS scoring
Chronology checkDate ordering, gap detectionReverse-chronological order is expected by most ATS
QuantificationMetrics, numbers, measurable outcomesQuantified achievements help human reviewers and some scoring models
Confidence scoringOverall parse quality and completenessLow-confidence parses get deprioritized in results

Frequently Asked Questions

Is ResumeGeni free?
Yes. ResumeGeni is currently in beta — ATS analysis, scoring, and initial improvement suggestions are free with no signup required. Full guidance and saved reports may require a free account.
What file formats are supported?
PDF, DOCX, DOC, TXT, RTF, ODT, and Apple Pages. PDF and DOCX are recommended for best ATS compatibility.
How is the ATS score calculated?
Your resume is processed through an 8-layer parsing pipeline that extracts structured data the same way enterprise ATS platforms do. The score reflects how completely and accurately your resume can be parsed, plus how well your content matches common ATS ranking criteria.
Can ATS read PDF resumes?
Yes, but not all PDFs are equal. Text-based PDFs parse well. Image-only PDFs (scanned documents) and PDFs with complex tables or multi-column layouts often fail ATS parsing. Our analyzer will flag these issues.
How do I improve my ATS score?
Focus on three areas: use a clean single-column format, include keywords from the job description naturally in your experience bullets, and ensure all sections (contact, experience, education, skills) use standard headings.

ATS Guides & Resources

Built by engineers with 12 years of experience building enterprise hiring technology at ZipRecruiter. Last updated .

Barista Maestro

Costa Coffee · Carlisle, Cumbria

Team Leader (Barista Maestro) - Carlisle Gateway RP DT - 24 hours per week - Permanent

At Costa Coffee, we’re all about crafting great coffee and memorable moments. As a Team Leader, you’ll bring energy, confidence and support to every shift. We also offer flexible shifts to suit you and the store.



Why Costa

£13.75–£14.75 per hour (location dependent)*
50% discount on all food and drink in Costa-owned stores
Matched pension up to 10%
Coca-Cola share scheme
Financial Support Fund
More perks: https://bit.ly/costaperks


We’re committed to diversity, equity and inclusion, and our values, Discipline to Deliver, Passion for Progress, Win with Warmth, Courage to Challenge and Trusted Team Player, shape how we work. Through the Costa Foundation, you’ll also support communities locally and globally.



What you’ll do

Lead smooth, efficient shifts
Train and support new Baristas
Energise and motivate your team
Maintain high standards across service and coffee excellence
Use resourcefulness and adaptability to keep everything running well


Who you are

A reliable role model with accountability and maturity
A strong team player with great communication skills
Energetic, positive and confident leading others
Adaptable, resourceful and calm under pressure
Experience as a team leader or ready to step into the role


How to apply

When you apply, you’ll start with a quick, casual chat via Sapia.ai, just a few simple questions you can answer anytime, anywhere. This AI-powered tool helps us assess key traits and skills fairly by comparing your responses to the role’s requirements. Don’t worry there will always be human involvement in the review of your responses and in making the final hiring decision



Need adjustments? [email protected]



*New pay rates from 1st April 2026