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 .

Careers

Harmony Biosciences Holdings Inc.

CAREERS

Working at Harmony

APPLY FOR OPEN POSITIONS

Why Work at Harmony Biosciences?

So much of what makes Harmony Biosciences a special place to work is our culture. We are proud of the depth of talent across our organization, and how all of us from diverse professional and personal backgrounds come together, united, with the shared mission to deliver innovative and novel treatments, while guided by our core principles of empathy and innovation. Critical to our success is how we do this—by holding true to our core values. Our success as an organization depends on each and every team member. It is measured by how we develop and commercialize innovative therapies for people living with rare neurological diseases, and ultimately touch the lives of the patients and people we serve.

Culture and Community

Our culture is innovative, empathetic, inclusive and collaborative, and defined by our core values – keeping patients at the heart of all we do, acting with integrity and ethics, working with a one-team attitude, leading with the science as we identify clinical possibilities, and delivering excellence.

Driven by a shared conviction

At Harmony Biosciences, we share a singular purpose to address unmet medical needs by developing new medicines for people living with rare neurological diseases. We are led by exceptionally qualified and experienced professionals. Our teams are staffed with strategic thinkers at the top of their fields and driven by life science innovation – all of which translates into teamwork, scientific discourse, development of novel treatment options for people who need them most, and seamless commercial execution.

OUR VALUES

Keeping Patients at the Heart
Acting With Integrity
One-Team Attitude
Leading With the Science
Delivering Excellence

Culture and Community

Our culture is innovative, empathetic, inclusive and collaborative, and defined by our core values – keeping patients at the heart of all we do, acting with integrity and ethics, working with a one-team attitude, leading with the science as we identify clinical possibilities, and delivering excellence.

Driven by a shared conviction

At Harmony Biosciences, we share a singular purpose to address unmet medical needs by developing new medicines for people living with rare neurological diseases. We are led by exceptionally qualified and experienced professionals. Our teams are staffed with strategic thinkers at the top of their fields and driven by life science innovation – all of which translates into teamwork, scientific discourse, development of novel treatment options for people who need them most, and seamless commercial execution.

Jeffrey M. Dayno, MD

“Being recognized for our culture and our company’s innovation and growth underscores our ongoing commitment to fostering a thriving workplace culture that is empathetic, inclusive, and collaborative. Every day, I see our team of experts from a wide variety of backgrounds and disciplines demonstrate their shared conviction and teamwork in delivering on our promise to develop and deliver innovative treatments to patients living with unmet medical needs. Our recognitions are a testament to the amazing work and dedication of our team members across our organization helping to fuel Harmony’s growth.”

Jeffrey M. Dayno, MD, President and Chief Executive Officer

Great Place to Work Certified: December 2024 through December 2025
In 2025, Harmony Biosciences was certified as a Great Place to Work® for the seventh consecutive year. This accolade is based on ratings by our employees via an anonymous, independent survey and reflects our team’s commitment and passion for bringing hope to people living with rare neurological diseases. Harmony Biosciences also was recognized in 2024 and 2022 as a “Best Workplace in Biopharma,” in 2021 as a “Best Workplace in Health and Biopharma” and in 2019 as a “Best Small & Medium Workplace” by Great Places to Work®.

Our Benefits

Harmony Biosciences is committed to providing our team members with a comprehensive benefits package to cover all aspects of your professional and personal well-being. In addition to the benefits highlighted below, we offer programs such as inter-department internships, shadowing opportunities, mentorships, and a professional development stipend to support our employees’ development and career progression.

Health and Wellness:

  • Medical, vision, dental, and prescription coverage
  • Numerous voluntary benefits
  • Company-sponsored wellness programs
  • Employees Assistance Program(s)

Financial Well-Being:

  • 401(k) retirement savings plan
  • Company-paid short- and long-term disability, basic life insurance, and accidental death and dismemberment coverage
  • Employee Stock Purchase Plan (ESPP)

Work/Life Balance:

  • Generous paid time off and company-designated holidays
  • Paid parental leave
  • Flexible working hours

Harmony Biosciences is an Equal Opportunity, e-Verify Employer. All qualified applicants will receive equal consideration for employment without regard to race, color, national origin, religion, sex, pregnancy, marital status, sexual orientation, gender identity/expression, age, disability, genetic information, military service, covered/protected veteran status or any other federal, state or local protected class. The “Know Your Rights” Poster is available here.

Harmony Biosciences provides reasonable accommodations to people with disabilities who need assistance completing the application process. Please email us at [email protected] to request assistance.

Recruitment agencies please note: Harmony Biosciences will only accept applications from agencies/business partners that have been invited to work on a specific role. Candidate Resumes/CVs submitted without permission or directly to Hiring Managers will be considered unsolicited and no fee will be payable. Thank you for your cooperation.

CAREERS AT HARMONY BIOSCIENCES

Interested in joining the Harmony Team? Explore our current career opportunities to discover where you can make an impact.