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 .

Clinical Recruiter

Hellobackpack · Corporate - Remote

Position: Contract Recruiter

Location: **Remote | U.S. Based 

Position Type: Contract-to-Hire (3–6 months, with intent to convert)

Compensation: Hourly 

About Backpack Healthcare

Backpack Healthcare is a behavioral health organization committed to expanding access to high-quality mental health care for children, adolescents, and families. We partner with schools, communities, and healthcare providers to deliver care where it’s needed most — with urgency, compassion, and clinical excellence.

As we scale, building strong clinical and corporate teams is essential to expanding access to care. Recruiting at Backpack is not a support function — it is a core driver of our growth and impact!

Job Summary 

We are seeking a results-oriented Recruiter experienced with high volume recruiting to own hiring delivery across both licensed clinical providers and corporate roles. This is a hands-on, role responsible for:

  • Delivering against hiring targets
  • Building predictable pipelines
  • Strengthening recruiting operations
  • Operating comfortably with executive-level visibility

Our ideal candidate brings deep experience in behavioral health or healthcare recruiting, strong operational rigor, and a track record of delivering in high-growth environments. This role will begin as a contract engagement (3–6 months) with the intention to convert to a full-time leadership position based on impact and performance.

What You’ll Do

Own Hiring Outcomes

  • Source and close high-priority and critical-to-fill roles
  • Own end-to-end recruiting for licensed clinical roles (therapists, supervisors, PMHNPs, and psychiatrist ) across multiple states
  • Recruit corporate and operational roles (Growth, Operations, Finance, Product, Engineering, Clinical Ops)
  • Align hiring strategy with clinical capacity and growth plans
  • Build and manage healthy pipelines with clear forecasting

Strengthen Recruiting Operations

  • Maintain strong ATS hygiene
  • Track and report on hiring metrics including time-to-fill, conversion rates, and pipeline coverage
  • Identify hiring risks early and implement corrective strategies
  • Work closely with Clinical Operations, Finance, and People leadership
  • Communicate progress and risks clearly and proactively
  • Operate with urgency and accountability in a high-visibility environment

What Success Looks Like

  • Hiring targets are met consistently across clinical and corporate roles
  • Pipeline coverage ratios are strong and predictable
  • Recruiting data is accurate, timely, and actionable
  • Hiring volatility is reduced and risks are surfaced early

What You Bring

Required

  • A min of 5 years of recruiting experience with significant experience recruiting behavioral health or healthcare roles across multiple states
  • Experience recruiting corporate roles in growth-stage organizations
  • Strong data fluency and comfort using recruiting metrics to drive decisions
  • ATS candidate management & reporting experience (Greenhouse highly preferred)
  • Experience in fast-growth or scaling environments
  • Experience operating independently and with executive visibility

Why Join Backpack?

  • Your work directly expands access to behavioral health care
  • Recruiting is considered a business-critical function
  • Opportunity to convert into a long-term leadership role