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 .

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Ostrohealth · Remote - US

WHY BECOME AN OSTRONAUT?

At Ostro, we are transforming how life sciences connect with the people who need their innovations most. We help millions live healthier lives by bridging the gap between those who make medicines, treatments, and diagnostics — and those who take them.

Our patent-pending AI technology powers personalized healthcare journeys that make access to trusted information as seamless and intuitive as the best consumer experiences. As the leader in AI-powered omnichannel engagement for life sciences, Ostro is trusted by a majority of the world’s top 20 pharmaceutical companies. 

We are not your typical life sciences company. Our team brings together experts from leading healthcare and life sciences organizations alongside product and engineering talent from some of the world’s most innovative technology companies. This mix of scientific, regulatory, and consumer expertise allows us to reimagine how information flows between patients, providers, and the brands that serve them.

We are a remote-first team united by curiosity, honesty, and a shared passion for improving healthcare. We call ourselves Ostronauts — explorers building the future of life sciences together. If you thrive in a collaborative, fast-moving environment and want your work to make a measurable impact on global health, come join us as we shape the next era of intelligent life sciences commercialization.

CULTURAL VALUES: 

Put People First, Win as a Team, Act with Urgency and Scrappiness, Embrace Ambiguity Fearlessly, Deliver Customer Happiness, Drive for Solutions, and Assume Positive Intent.

PERKS OF BEING AN OSTRONAUT:

🖤   Impacting the future of healthcare - your innovations could very likely become the new norm for millions of people.  

💪  Working alongside the founders of the company. If you have any entrepreneurial desire to start your own company in the future, you will see first-hand what it takes.

💯  100% fully remote but with frequent opportunities to collaborate in-person. 

🖥️  Technology & office setup reimbursement. 

💃🏾  Freedom and responsibility to structure your work as you desire. We measure output and results and believe freedom allows for maximum ability.

🏖️  Unlimited PTO, plus two extended company-wide closures per year!

👪  Family leave: up to 10 weeks of 100% paid salary.

✨  Open communication - we believe in being transparent and radically honest with no retaliation.

🥳  Competitive salary and equity.

🩼  Medical/dental/vision benefits and more.

 

WE'RE GROWING!

We’re always excited to connect with talented people who want to make an impact. Even if you don’t see the perfect role listed today, we’d still love to hear from you. 

If you thrive in a collaborative, fast-moving environment and want your work to make a measurable impact on global health, come join us as we shape the next era of intelligent life sciences commercialization.

➡️ Submit your resume and a brief note about what you’re great at.
We’ll reach out when an opportunity aligns!

Join us and help shape what’s next.

-

Ostro provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.

This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation, and training.

Applicant Privacy Notice

As with many companies, we are aware of recruitment scams targeting Ostro job seekers. These scams come in different forms, may appear to come from Ostro employees, and may advertise positions that are - or are not - listed on our Jobs at Ostro page. These scams may use publicly available information from our website, LinkedIn, and elsewhere to create a sense of authenticity. Please know that Ostro will never ask you for banking or other financial information as part of the job application process. If you have any doubts or concerns about the authenticity of any job-related communications, please contact us via the Ostro website for support.