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 .

Preschool Teacher

Magicalbeginningslc · Grafton, MA

Magical Beginnings Learning Centers – Grafton, MA
Full-Time | Preschool Classroom 
 
At Magical Beginnings Learning Centers, our teachers are the heartbeat of our mission. In our preschool classrooms, learning is joyful, curiosity is celebrated, and relationships come first.
 
Our motto says it all: With Care, We Care.
 
We are currently hiring a warm, reliable, and EEC-certified Preschool Teacher to join our school in Grafton, Massachusetts. This position works specifically with a classroom of preschoolers — that magical in-between age where independence is emerging and big feelings meet big imagination.
 
If you love guiding early learners through language development, social growth, and hands-on exploration, this is the role for you.
Magical Beginnings Learning Centers – Grafton, MA
Full-Time | Preschool Classroom 
 
At Magical Beginnings Learning Centers, our teachers are the heartbeat of our mission. In our preschool classrooms, learning is joyful, curiosity is celebrated, and relationships come first.
 
Our motto says it all: With Care, We Care.
 
We are currently hiring a warm, reliable, and EEC-certified Preschool Teacher to join our school in Grafton, Massachusetts. This position works specifically with a classroom of preschoolers — that magical in-between age where independence is emerging and big feelings meet big imagination.
 
If you love guiding early learners through language development, social growth, and hands-on exploration, this is the role for you.
Our Grafton, MA preschool center enrolls infants, toddlers, and preschool age children, allowing teachers to specialize in early learning and kindergarten preparation. We believe early education should be rooted in play, nurturing, and filled with joy.
 
We are proud to be a trusted name in childcare, daycare, and early childhood education in Massachusetts.
 
If you are an EEC-certified preschool teacher looking for a supportive, caring school community where your work truly matters, we would love to connect with you.
 
At Magical Beginnings, With Care, We Care. Apply today to join our Leominster preschool team!
 
About Magical Beginnings
Magical Beginnings Learning Centers is a growing network of early childhood schools dedicated to creating nurturing, engaging, and joyful learning environments. We value collaboration, kindness, and continuous improvement—and we support our team members with a positive culture, competitive benefits, and opportunities to grow.
 
Magical Beginnings is proud to be an Equal Opportunity Employer and strives to be a workforce that reflects the communities we serve. All employment is based on qualifications, merit, and business need. Magical Beginnings does not discriminate based on race, ethnicity, religion, age, marital status, pregnancy, nationality, physical or mental disability, medical​​​ condition, gender identity, sexual orientation, veteran status, or any other status protected by law.
 
 

What You'll Do

  • Support a preschool classroom of 2.9 year old students in a structured, nurturing environment
  • Implement developmentally appropriate curriculum aligned with Massachusetts EEC standards
  • Support early literacy, social-emotional development, and kindergarten readiness
  • Build strong, professional relationships with families
  • Maintain a safe, organized, and engaging classroom environment
  • Collaborate with your co-teachers and center leadership
  • Model warmth, patience, and professionalism every day
  • What You'll Need to Succeed

  • EEC Preschool Teacher Certification (required)
  • One year of experience in a preschool, daycare, or early childhood education setting required
  • Strong understanding of child development (ages 2.9–5)
  • Excellent communication and classroom management skills
  • Passion for early childhood education and working with preschool-age children
  • Ability to meet all Massachusetts EEC requirements
  • Why Teachers Love Working Here

  • Supportive leadership team that values your voice
  • Clear expectations and consistent classroom support
  • Professional development and growth opportunities
  • A positive, team-centered culture
  • Competitive pay based on education and experience
  • Full-time stability in a well-established preschool program