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 .

Senior Software Engineer

Applytopassagehealth · NYC Hybrid / Remote

Senior Software Engineer

Location: NYC hybrid / remote

Hiring Period: Jan 2026 - Present

Compensation: $120 - 180k base salary + equity

Hiring Manager: Gabriel Khaselev (Co-founder & CTO)

About Passage Health

Passage Health is a fast-growing Series A startup on a mission to improve the quality and accessibility of autism care through technology. The diagnosis rate for autism has surged over the past decade to 1 in 31 children. Yet families still face waitlists of up to a year for care, as providers struggle to meet demand with outdated systems and manual workflows.

We’re building the platform that powers autism care providers’ entire business—from clinical documentation to operations to billing—modernizing how care is delivered and scaling access across a $460B market.

Over the past year, Passage has grown more than 3x year over year, driven by strong customer demand and expanding partnerships across the autism care ecosystem. As we continue to scale, we’re focused on building durable foundations across the company, including the systems, processes, and decision-making needed to support long-term growth.

What you will be doing

As a Software Engineer you will take an active role in shaping early technology and product decisions, working directly with the co-founders and engineering team. We are looking for collaborative, pragmatic, and ambitious engineers who want to make a tremendous impact on providers and patients alike. You will take ownership and help shape many components across the stack: frontend applications for web and mobile, backend applications that serve API’s and process data, architecture, infrastructure, and more. You will help build out the engineering team and foster a collaborative team environment. You will have opportunities to learn and grow and achieve goals well beyond this job description. This position is NYC hybrid / remote.

What success looks like

  • Join the Engineering team and help build, maintain, and iterate on software across the stack.
  • Help improve healthcare for our patients and providers by developing great products.
  • Help define engineering processes that let us develop quickly and produce high quality software (including writing tests and technical documentation).
  • Multiply the outcomes of your teammates through collaboration and code review.
  • Engage in the entire life cycle of product engineering, including sprint planning, retrospectives, on-call rotation, deploying software.
  • Build an understanding of our business and industry, enabling our innovative approach to healthcare software with your technical decisions.

What you will bring

  • You have significant depth with more than one language or framework, and you have experience shipping into production.
  • You are capable of spanning the entire stack when necessary.
  • You are impact focused and have a bias for action and delivery.
  • You set a high bar for technical excellence and can help others reach it too.
  • You are able to anticipate technical and operational risks, and can help mitigate them.
  • You will place compliance, security, and ethics at the forefront of our systems.

Technology

You’ll play a significant role in determining what technologies we use at Passage.

 

Today, we use these technologies:

  • Typescript
  • React, React Native (iOS and Android)
  • PostgreSQL
  • AWS, Aptible, Terraform

Why Passage Health?

  • As a Software Engineer, and early employee, you will have the opportunity to make a tremendous impact on the company and our users.
  • Chance to use your skills to help children with autism.
  • Preference for working in a fast-paced environment with exciting challenges.
  • Competitive salary and equity compensation.
  • Healthcare, dental, and vision benefits.

 

Passage Health is an equal opportunity employer and encourages all applicants from every background and life experience without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.