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 .

Counsel, Applied Legal Research (Singapore)

Centari · Singapore

About Centari

At Centari, we believe that in high-stakes dealmaking, a firm’s competitive edge lies within unlocking its private deal data. Centari is building the deal intelligence platform for the future of law and finance, moving beyond simple automation and into a world of data-driven dealmaking. Our proprietary Deal Reasoning Engine transforms a firm’s goldmine of complex documents into strategic insights, empowering global deal teams to negotiate with the full force of their firm’s collective knowledge.

Our team brings together attorneys, financial experts, and engineers across a hybrid, cross-cultural organization. We're backed by top-tier enterprise AI investors including GTMfund, former DoorDash board member Jeremy Kranz, Seamless co-founder Andy Appelbaum, Jack Altman, South Park Commons, and Recall Capital.

We are drawn to complexity because that is where true innovation happens. If you’re a builder who thrives in ambiguity and operates with radical ownership, we’d love to meet you.

For more information, check out centari.com or find us on LinkedIn.

About the Role

We are hiring an experienced transactional attorney to join our Applied Legal Research team. In this role, you will apply your corporate law background to the frontlines of building generative AI applications for the world's leading firms. You will work closely with Centari's Product, Engineering, and Customer Success teams to advance our best-in-class data extraction platform for sophisticated legal work.

This role will be a good fit if you are eager to shape the future of generative AI for legal services through your exceptional problem-solving capabilities, knowledge of transactional law, and bias for action.

What You'll Do

To advance our Deal Intelligence platform, you will:

  • Develop subject-matter expertise to support AI research in transactional law

  • Prompt engineer and fine-tune large language models for legal applications

  • Build proprietary benchmarks to evaluate model performance

  • Tackle unsolved AI problems in document analysis and legal reasoning

  • Contribute to improving our data extraction capabilities

What You Have

  • LL.B., J.D., or equivalent

  • Singapore qualified lawyer (or other recognized common law jurisdiction) with minimum 3 years PQE.

  • Significant legal experience at a reputable local or international law firm. Experience with debt finance, funds, and complex M&A transactions is a plus.

  • Exceptional technical aptitude. While no coding experience is required, you must have a high level of comfort with learning cutting-edge systems.

  • Proven interest in prompt engineering and leveraging LLMs for legal work.

  • A generalist mindset and adaptability to quickly learn new areas of law.

  • As an independent contractor, the ideal candidate is a proactive, solutions-oriented, and independent self-starter who is comfortable operating with limited supervision in a fast-paced environment.

  • Some collaboration time with US East Coast or West Coast from Monday to Thursday.

What We Offer

  • Build at the frontier of AI for knowledge work, with a highly engaged user base from top firms.

  • Hybrid remote/office culture.

  • Flexible PTO.

For more information, check out centari.com or find us on LinkedIn.