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 Fullstack Engineer

Clarium · Remote/US

Why Clarium?

Our mission is to accelerate healthcare transformation through our AI-powered platform. We strive toward a future where hospitals are at the cutting edge of technology, operations and efficiency. Healthcare workers are inundated with endless tasks, manual processes and often unintuitive tools. Clarium is transforming healthcare by empowering providers with AI-powered software with intelligent workflow automation and actionable insights.

We envision a future where all hospitals leverage our collaborative data platform to automate their daily operational and administrative tasks, only surfacing high complexity issues that truly require their expertise.

We're backed by some of the biggest and most innovative investors in the world including: Northzone, General Catalyst, AlleyCorp, 1984 Ventures, Alumni Ventures, and others.

Role Overview

We’re looking for a Senior Fullstack Engineer that’s passionate about using their skills to unlock efficiency for hospitals and their suppliers. In this role, you’ll work to design, build, and maintain end-to-end features within our platform. You’ll work with a fast-paced, cross-functional team, to deliver end-user facing features quickly and iterate based on customer feedback.

The role is ideal for someone who enjoys owning features from concept to production and is comfortable working across our frontend (React/Typescript) and backend (Python/FastAPI) codebases.

Responsibilities

  • Write high-quality, well-tested, maintainable code

  • Design, build, and maintain backend APIs and frontend components for end-user facing features

  • Collaborate with internal product managers and customers to align product development with real-world needs

Requirements

  • 5+ years of relevant industry experience

  • Strong experience with Python

  • Strong experience designing and consuming RESTful APIs

  • Strong experience with React and Typescript

  • Experience with SQL

  • Self-motivated with excellent problem-solving and communication skills

Nice-to-Haves

  • Experience with FastAPI

  • Experience with React Router

  • Experience working in healthtech

  • Experience working at a startup