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 .

AI Operations Engineer

Apptegy · United States

Who We Are

At Apptegy, we are more than a tech company; we are partners dedicated to transforming how schools communicate and shape the future of education. Your work here will directly empower districts to share their stories, engage their communities, and celebrate student success. We're a team of thoughtful, high-performing individuals committed to making a tangible impact. If you're looking for a dynamic environment where you'll be supported with exceptional mentorship and resources to grow your career, come build with us.

Why You’ll Love This Job

We are hiring an AI Operations Engineer who thrives on building creative, fast-moving solutions that unlock operational efficiency and connect people, processes, and tools across the organization.

In this role, you will serve as a cross-functional liaison and hands-on builder, partnering with Sales, Client Experience, Marketing, Product, and Finance to design and implement AI-powered workflows that make our teams more effective. You will focus on using tools like N8N, Glean, Fin, ChatGPT-5, and Gemini to automate, integrate, and scale how we work without needing to reinvent the wheel.

This is not a traditional engineering role. It is ideal for someone who loves solving complex problems at the intersection of technology and business operations, a true solutions engineer who is just as comfortable connecting APIs as collaborating with leaders across business units. You will also work closely with our Program Manager Lead to align efforts, ensure adoption, and share best practices company-wide.



Who We Are

At Apptegy, we are more than a tech company; we are partners dedicated to transforming how schools communicate and shape the future of education. Your work here will directly empower districts to share their stories, engage their communities, and celebrate student success. We're a team of thoughtful, high-performing individuals committed to making a tangible impact. If you're looking for a dynamic environment where you'll be supported with exceptional mentorship and resources to grow your career, come build with us.

Why You’ll Love This Job

We are hiring an AI Operations Engineer who thrives on building creative, fast-moving solutions that unlock operational efficiency and connect people, processes, and tools across the organization.

In this role, you will serve as a cross-functional liaison and hands-on builder, partnering with Sales, Client Experience, Marketing, Product, and Finance to design and implement AI-powered workflows that make our teams more effective. You will focus on using tools like N8N, Glean, Fin, ChatGPT-5, and Gemini to automate, integrate, and scale how we work without needing to reinvent the wheel.

This is not a traditional engineering role. It is ideal for someone who loves solving complex problems at the intersection of technology and business operations, a true solutions engineer who is just as comfortable connecting APIs as collaborating with leaders across business units. You will also work closely with our Program Manager Lead to align efforts, ensure adoption, and share best practices company-wide.



Why Apptegy
At Apptegy, we are deeply committed to creating an environment where you can thrive. We strive to make this a truly impactful and rewarding role, equipping you with experiences that propel your future success.
We believe in fostering well-being both at work and at home, which is why we provide:

Comprehensive medical, dental, vision, and life insurance coverage
Retirement 401(k) with employer match
Health Savings Accounts (HSA) and Flexible Spending Accounts (FSA)
Mental health reimbursement
Unlimited paid time off, including seasonal (December) company-wide time offPaid parental and medical leave


Apptegy is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, gender expression, national origin, age, protected veteran or disabled status, or genetic information.