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 .

Professional Anesthesia Provider Recruiter

Distro · Manila, Metro Manila

Job Offer – Remote Position Title: Professional Anesthesia Provider Recruiter (CRNA & Anesthesiologist) We are seeking for a Professional Anesthesia Provider Recruiter to manage the full recruitment lifecycle for Certified Registered Nurse Anesthetists (CRNAs) and physician anesthesiologists across our hospitals, ambulatory surgery centers (ASCs), and dental anesthesia sites. Reporting to Practice Management leadership, this role serves as a strategic staffing partner—developing sourcing strategies, building pipelines, conducting structured evaluations, and ensuring a seamless candidate experience aligned with VRAA’s stable, long-term staffing model (non-locums). Key Responsibilities Design and execute recruitment strategies aligned with staffing needs, growth plans, and succession planning. Monitor anesthesia labor market trends and adapt recruiting approaches accordingly. Source CRNAs and anesthesiologists through professional networks (AANA, ASA), job boards, referrals, and social media. Build relationships with training programs to strengthen pipelines for new graduates, residents, and fellows. Conduct comprehensive screening to assess clinical background, licensure, site alignment, and scheduling preferences. Present qualified candidates to stakeholders, coordinate interviews, and support selection decisions. Maintain proactive communication with candidates, setting clear expectations on scheduling and site opportunities. Serve as the provider’s single point of contact during credentialing, ensuring a smooth transition. Track recruiting activity and performance metrics (time-to-fill, pipeline health, conversion rates, retention trends). Maintain accurate candidate records in ATS/CRM systems, ensuring audit-ready documentation. Collaborate with operations teams (credentialing, scheduling, compliance) to meet readiness-to-start timelines. Represent VRAA at networking events and conferences to expand brand presence. Qualifications Proven experience recruiting U.S. healthcare providers in a fast-paced environment. 5+ years recruiting anesthesia providers (CRNAs and/or anesthesiologists); flexible with 3+ years of strong experience. Deep understanding of anesthesia roles, credentialing requirements, and multi-site staffing dynamics. Skilled in sourcing, relationship-building, negotiation, and closing with passive candidates. Proficiency with ATS, CRM platforms, and LinkedIn Recruiter; ability to produce pipeline metrics and reports. Strong communication skills with professionalism, responsiveness, and trust-building ability. Recruitment Notes Target recruiters with anesthesia-specific experience; avoid locums-only profiles. Preference for candidates with physician recruiting exposure in addition to CRNA recruiting. Seek organized, proactive professionals comfortable managing multiple concurrent searches. Commission structure may be explored in the future; currently base-focused. Core Skills Full-cycle anesthesia recruiting (CRNA & Anesthesiologist) High-volume pipeline development and management Passive candidate outreach and relationship building Structured screening and stakeholder presentation Offer management, negotiation, and closing ATS/CRM administration and documentation discipline Cross-functional coordination with Credentialing and Scheduling Market intelligence and workforce planning support. #Solvo #LI-PROMOTED