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 .

Future Opportunity at Spoiler Alert

Spoileralert · Remote

If you don't see an opening that aligns with your skills, feel free to reach out to us here. We may have a future opening better suited to your skills.

About Spoiler Alert

Spoiler Alert is a Boston-based technology company helping food businesses manage unsold inventory. Our mission is to empower businesses operating across global food systems to maximize profitability, sustainability, and efficiency.

We do that through cutting-edge software and value-added services delivered by a passionate team of industry professionals. Our business intelligence solution enables distributors, manufacturers, and retailers to improve their food recovery and waste diversion initiatives, and our relationship management portal facilitates real-time food donations, discounted sales, and organics recycling. All of this is coupled with a dedicated customer success team that drives continuous improvement and optimization schedules across our customers’ operations.

Born out of MIT in 2015, Spoiler Alert is headquartered in Boston’s Back Bay neighborhood and is backed by some of the nation’s leading food, ag and supply chain investors. For additional information, please visit www.spoileralert.com.

Benefits & Values

Spoiler Alert is committed to providing equal employment opportunities for all applicants and employees, and it prides itself on its collaborative work style, mission-driven aspirations, and commitments to quality, compassion, and continuous learning and personal growth. Employee benefits include the following:

 

  • Competitive salary and stock option packages
  • Subsidized health and dental insurance plans (PPO and HMO options)
  • Monthly commuting subsidy for use of public transit or carpooling
  • Annual fitness reimbursement
  • Availability of a 401(k) plan (via employee pre-tax contribution)
  • 15 vacation days, 5 sick days, and 15 company holidays per year
  • Two months of paid universal parental leave (additional unpaid leave options available)
  • Quarterly paid volunteer outings with community partners
  • Professional development (quarterly OKRs, management 1:1s, conference and training attendance, annual performance review and compensation evaluations)
  • Open office environment with casual dress code and free snacks and beverages 


We are a diverse team committed to a safe and inclusive work environment, free of discrimination based on race, color, religion, sex, gender identity or expression, sexual orientation, genetics, national origin, ancestry, age, medical condition, mental or physical disability, handicap or veteran status, or marital status.