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 .

Front End Software Engineer (React/NextJS)

Hang · Remote, New York

Hang is building the future of loyalty for brands.

Hang is the next generation brand loyalty & membership platform. By harnessing the power of personalization, gamification, and its integrations ecosystem, Hang provides brands with a radically new type of loyalty experience for their customers.

Today, they work with a variety of major brands (such as Ulta Beauty, Budweiser, Flipkart, and more), as well as multiple well-known, up-and-coming restaurant chains (Boba Guys, Roam Artisan Burger, and Williamsburg Pizza, among several others).

Hang draws from years of deep expertise in loyalty, game design, and finance with employees from leading companies like Google, Amazon, Apple, Meta, LinkedIn, Coinbase, Square, and Goldman Sachs.

Hang raised a $16 million Series A led by Paradigm last summer, with participation from Tiger Global, Howard Schultz, Kevin Durant, Mr. Beast, and the founders of Warby Parker, Allbirds, and Bombas, among others.

About the Role

Our engineering team is currently a small, tight-knit and highly productive group. As an early member of the engineering team, you’ll be directly involved in making and executing technical decisions, as well as interfacing with our product team to understand business needs better.  We all currently work across the stack to build out new features, and optimize our current solution to offer the best possible experience to our users. 

What You’ll Do

  • Develop, design, create, modify, and/or test desktop and mobile web software applications or systems.

  • Architect efficient and reusable front-end systems that drive complex web applications.

  • Implement features and user interfaces to optimize performance of user-facing products.

  • Interface with new and existing customers and company stakeholders to understand business needs and identify potential technical solutions.

  • Collaborate with other engineers by engaging in agile best practices like peer code reviews and documentation.

  • Create the build specs and PRD for projects.

  • Lead a project from PRD to deployment, with a team of both backend and front end engineers, ensuring code quality, testing, and confirming code in production.

Who You Are

  • 5+ years of experience

  • 3+ years specifically owning a React/NextJS project (typescript is a plus)

  • Has experience with scaling front end state/cache and can deal with loading a large amount of data into the product.

  • Takes the initiative to make overall code quality updates to the codebase

  • Experience owning the UI of a large product/feature from start to finish. Think “Integrate with a 3rd party provider to create a full online ordering flow within our app”.

  • Very strong communication and understanding of how the front end relates to backend data and API calls.

  • Works at a fast pace and understands how to decrease scope at a project level (trim down excessive UI)

What Would Set You Apart

  • You have a passion for consumer brands.

  • You enjoy keeping up with NextJS updates, new features and solving tricky NextJS issues!

  • You have a strong interest in loyalty programs.

  • Experience deploying and hosting a project on Vercel

Benefits

  • Top-tier health, vision, and dental insurance, including plans with $0 employee cost.

  • Unlimited PTO / sick leave

  • Competitive salary & equity compensation.

  • Quarterly company offsites