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 .

Associate MPS

Stryker · Delhi, India

Work Flexibility: Field-based

What You Will Do

  • Provide clinical product support to all end users, including on-site guidance and assistance during surgical procedures.
  • Train surgeons and operating room staff, offering both clinical and technical support for operating the company’s robotic arm applications, associated equipment, and instruments to ensure optimal placement and precision.
  • Deliver ongoing in-services and customer education sessions for assigned accounts.
  • Use proprietary software to prepare pre-operative CT scans for use with the RIO/Robotic Arm Interactive Orthopedic System, assisting surgeons with implant planning, sizing, and positioning.
  • Troubleshoot and resolve product-related issues quickly and effectively to ensure high customer satisfaction.
  • Collaborate with Sales and Marketing teams to increase product awareness, highlight clinical benefits, and build strong relationships with key surgeons and OR staff.
  • Provide product-related feedback to support continuous improvement and enhanced customer experience.
  • Be ready to travel up to 75%.

    What You Need
  • Clinical support experience—for example, as a medical field technician, application specialist, or in a similar role.
  • Strong customer focus with the ability to place customer needs at the center of everything you do.
  • Excellent communication and interpersonal skills.
  • High stress tolerance and strong problem-solving abilities to troubleshoot issues effectively.
  • Flexibility to travel extensively within the region.
  • Strong attention to detail, curiosity, and the ability to learn quickly.
  • Fluency in English.

    Preferences
  • Education: B.Tech in Biomedical Engineering (preferred).
  • Experience: 1–5 years of relevant industry experience.
  • Operating Theatre (OT) Exposure: 1–3 years of hands-on OT experience preferred.

Travel Percentage: None