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 .

Director, People & Talent Operations

Manifoldbio · Boston

Manifold Bio builds AI models for protein therapeutic design, trained on proprietary experimental data generated at unprecedented scale. Our in vivo-centric discovery platform produces millions of experimentally validated protein designs per campaign, creating the datasets that make our models possible and our approach uniquely powerful. We combine high-throughput protein engineering with computational design to create antibody-like drugs and other biologics. Our world-class team of protein engineers, biologists, and computational scientists are working together to aim the platform at therapeutic opportunities where precise targeting is the key to overcoming clinical challenges.

Position

Come join Manifold as our first full-time People & Talent professional, reporting to the COO. Fueled by a new research collaboration with Roche, we are in the midst of a rapid growth spurt from 35 to 60+ employees, and will be looking to you to help us scale gracefully and efficiently while maintaining all that we love in our onsite culture. You ideally have startup experience in discovery stage biotech, though experience scaling a successful tech company would also be relevant. The ability to flex between talent acquisition, development, employee relations, and compensation planning, and are curious about ways to use technology like Greenhouse, Google Workspace, and AI applications to make life easier. You balance empathetic people leadership with sharp business judgment and creative problem-solving.

Responsibilities

  • Responsible for maintaining and evolving a high-functioning People organization
  • Lead our talent acquisition processes from sourcing to offer acceptance
  • Lead employee onboarding and offboarding across all stages, ensuring seamless transitions and compliance 
  • Maintain and update employee records, ensuring data accuracy, confidentiality, and compliance with regulatory requirements 
  • Spearhead the performance management process, including managing frameworks, compensation planning, promotion cycles, and career progression pathways aligned with company growth
  • Provide leadership coaching and development to managers and employees, promoting a culture of continuous learning and growth
  • Manage company benefits, including annual renewals, employee communications, and enrollment 
  • Drive employee engagement initiatives and recognition programs, fostering a positive and inclusive workplace culture

Qualifications

  • Bachelor's degree in engineering, science, human resources, business administration or related field
  • 10+ years of progressive HR leadership experience with demonstrated success in building HR functions
  • Experience at a high growth startup in the biotech (or tech) industry strongly preferred
  • Strong understanding of comprehensive HR operations including employee benefits, talent acquisition, and people systems
  • Excellent organizational and leadership skills with high attention to detail
  • Proven track record maintaining confidentiality with sensitive employee information
  • Demonstrated ability to serve as a culture ambassador 
  • Exceptional interpersonal and communication skills, with ability to work effectively across all levels of the organization
  • Hands-on experience building new programs from the ground up
  • Ability to develop pragmatic, fit-for-purpose programs that demonstrate immediate impact
  • Experience with / ability to quickly master administrative programs such as Greenhouse, Gusto, Carta or other programs

We value different experiences and ways of thinking and believe the most talented teams are built by bringing together people of diverse cultures, genders, and backgrounds.

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