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 .

General Application

Linushealth · Remote, United States

 

Linus Health is a Boston-based digital health company focused on transforming brain health for people across the world. By advancing how we detect, diagnose, and address cognitive and brain disorders – leveraging cutting-edge neuroscience, clinical expertise, and artificial intelligence – our goal is to enable a future where people can live longer, happier, and healthier lives with better brain health.

We are a team of 130+ (and growing!), embarking on an exciting period of accelerated growth.  We invite collaborative, self-driven and impact-oriented professionals to join our dynamic and fast-growing team.

General Application:

Thank you for coming to the Linus Health careers page! We greatly appreciate your interest in working at Linus Health and we look forward to reviewing your application!

If you do not see an open role on our website that interests you and aligns with your experience, we still highly encourage you to apply here so we can consider you for future openings. Please note that our Talent Acquisition team will monitor this general job application portal closely so we can reach out accordingly if / when new roles open up. With that said, if you don't hear from us in the near future, it is likely because we have not opened or posted a role that may be of interest to you.

In the meantime, feel free to take a look at our website to read up one some of the recent awards we have won as well as content that we have released! You can also learn more about our people & culture through any of the links below:

 

What We Offer for Full Time Employees:

  • As a health and wellness company, an opportunity to have a lasting impact on the way people and communities engage with brain and mental health, and even to affect the prognosis of people’s mental and brain health trajectory
  • A mission-driven environment where all 100+ (and counting) employees strive to exemplify our core values every day
  • Competitive compensation packages that include an annual discretionary target bonus incentive as well as valuable equity
  • A robust healthcare package that includes medical, dental & vision benefits as well as a 401(k) program where Linus will match up to 6% of employee contributions
  • Unlimited PTO — We know this can work both ways, however our leadership team does an excellent job at encouraging people to take PTO
  • A sincere and deep appreciation for the importance of mental health. We have recently implemented a “monthly flex day” where employees are encouraged to take time away from work to rest, recharge & reset.
  • A peer-to-peer recognition program: Celebrating our employees hard work and success is in our DNA!
  • Employee Referral Incentive program

Linus Health is an equal opportunity employer. All qualified candidates will receive consideration for employment without regard to race, religion, color, national origin, sexual orientation, gender, gender identity or expression, age, genetic information, disability or any characteristic protected by law. We believe that diversity is critical to the growth of our company and understand the importance of fostering an environment where everyone has a voice. We are also committed to providing reasonable accommodations for candidates with disabilities during the recruiting process. If you are in need of assistance due to a disability, please contact us.