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 .

Product Designer

Libra · Bengaluru

About Libra AI

Libra AI is building an agentic work operating system that enables organizations to access knowledge, automate workflows, and generate insights across their internal systems using intelligent AI agents. Our goal is to build a category-defining company of the AI era, and we are assembling a top-notch team. If this sounds like something you’d be a good fit for, we’d love to chat.

The Role

We are looking for a Product Designer to help design the next generation of AI-native software. This is a hands-on role where you will work closely with founders, engineers, and product leaders to craft intuitive interfaces for complex AI workflows.

You will be responsible for designing experiences that make powerful AI systems simple, understandable, and delightful to use.

This role is ideal for designers who enjoy building products from 0 → 1, moving fast, and owning entire product surfaces.

What You'll Do

  • Design intuitive interfaces for AI-driven workflows and knowledge systems

  • Translate complex product ideas into simple and elegant UX flows

  • Create wireframes, prototypes, and high-fidelity designs

  • Work closely with engineering to ship polished product experiences

  • Contribute to the design system and visual language of Libra AI

  • Conduct rapid design iterations based on product feedback

  • Design dashboards, agent interfaces, and knowledge retrieval experiences

  • Help define how users interact with autonomous AI agents

What We're Looking For

You may be a good fit if you:

  • Have 2–6 years of experience designing digital products

  • Have worked at startups or fast-moving product teams

  • Have strong product thinking, not just visual design skills

  • Are highly skilled in Figma and modern design tools

  • Can design complex workflows and data-heavy interfaces

  • Have strong attention to detail and interaction design

  • Are comfortable working in ambiguous, fast-paced environments

  • Can collaborate closely with engineers and product teams

Bonus points if you:

  • Have experience designing AI products or developer tools

  • Have built design systems

  • Have worked on B2B SaaS products

Why Join Libra AI

  • Work on cutting-edge AI systems

  • Be part of the founding team

  • Competitive salary + meaningful equity

  • High ownership and autonomy

  • Opportunity to build a category-defining company

Location

This role is in-office in HSR, Bangalore.