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 .

Physician Candidate Referrals

Theoncologyinstitute · Cerritos, California, United States

About The Oncology Institute (www.theoncologyinstitute.com): 
Founded in 2007, The Oncology Institute (NASDAQ: TOI) is advancing oncology by delivering highly specialized, value-based cancer care in the community setting. TOI offers cutting-edge, evidence-based cancer care to a population of approximately 1.9 million patients, including clinical trials, transfusions, and other care delivery models traditionally associated with the most advanced care delivery organizations. With over 180 employed and affiliate clinicians and over 100 clinics and affiliate locations of care across five states and growing, TOI is changing oncology for the better. 

As we grow, we recognize the challenges of a competitive job market, and we need your support. We are actively seeking experienced Hematology Oncology Physicians to join our thriving teams in Southern California and Las Vegas, Nevada. To show our appreciation, we’re offering a $10,000 referral payment for each successful physician referral. If the candidate you refer is hired, you’ll receive this one-time payment!

Physician Referral Program- How it works

Referral Process

Step 1: Enter your contact information

Step 2: Follow the prompts to enter the Physician you’re referring to us.

Step 3: Within 72 hours you will receive a confirmation email from The Oncology Institute acknowledging the referral.

Program Details

Eligibility Criteria for Referrers:

Non-employees, alumni, or partners.  

Referrers must be 18 years or older.

The referral must be acknowledged by both the referrer and the candidate.

Exclusions: Professional recruiters, agencies, current customers, or anyone affiliated with the hiring process.

Eligible Candidates

Must not have applied to the company within the last 12 months.

Must be hired for a full-time role.

Must be eligible for work within the United States without Sponsorship.

Must be a BC/BE Hematology Oncology Physician.

Referral Payment Terms

$10,000 payment paid after the candidate start date.

All referral payments are made via one-time payment. If the candidate is hired, you will be contacted by The Oncology Institute of Hope and Innovation to verify your contact information and process your payment. 

 

Please follow the simple prompts on the careers site to complete your referral submittal.