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 .

Senior QA Engineer

Bigid · Hyderabad

Who we are:

BigID is an innovative tech startup that focuses on solutions for data security, compliance, privacy, and AI data management. We're leading the market in all things data: helping our customers reduce risk, drive business innovation, achieve compliance, build customer trust, make better decisions, and get more value from their data.

We are building a global team passionate about innovation and next-gen technology. BigID has been recognized for: 

  • BigID named one of Forbes America's Best Startup Employers 2026 - ranked #15 overall and #1 in Security
  • BigID named Hot Company in Artificial Intelligence and Machine Learning at the Global InfoSec Awards
  • Citizens JMP Cyber 66 List of Hottest Privately Held Cybersecurity Companies
  • CRN 100 list named BigID as one of the 20 Coolest Identity Access Management and Data Protection Companies (3 years running)
  • DUNS 100 Best Tech Companies to Work for
  • Top 3 Big Data and AI Vendors to Watch' in the 2023 BigDATAwire Readers and Editors Choice Awards
  • 2024 Inc. 5000 list for the 4th consecutive year!
  • Shortlisted for the 2024 AI Awards in the category of Best Use of AI in Cybersecurity

At BigID, our team is the foundation of our success. Join a people-centric culture that is fast-paced and rewarding: you’ll have the opportunity to work with some of the most talented people in the industry who value innovation, diversity, integrity, and collaboration.

Who we seek:

We’re looking for a Senior Quality Engineer for our Engineering team, reporting to the Team Lead. Our team is based in Hyderabad, and deals with large scale account activities. As a Senior Quality Engineer, you'll be responsible for simulating large-scale environments, testing it and providing feedback on product quality.

Our ideal candidate is an experienced QA Engineer who has hands-on scripting experience and is passionate about high quality outcomes.

What you'll do:

  • Develop, design, and maintain robust test automation frameworks utilizing contemporary tools such as Playwright and Cypress.
  • Design, implement, and maintain comprehensive end-to-end automated test suites for web applications, APIs, and data processing pipelines.
  • Accelerate test development by creating and maintaining reusable test components, utilities, and libraries.
  • Design and implement comprehensive API test automation
  • Continuously improve and maintain existing automation suites (regression, smoke, and sanity tests).
  • Collaborate with cross-functional teams (development, infrastructure, DevOps) to improve system efficiency and ensure performant data handling.
  • Work with core infrastructure components like K8s, Kafka, databases etc
  • Integrate automated tests into CI/CD pipelines (Jenkins, GitLab CI)

What you'll bring:

  • A bachelor's or master's degree in computer science, information systems, or a related technical field
  • 7+ years of experience in software quality assurance
  • 5+ years of hands-on experience with test automation frameworks
  • Strong experience building end-to-end test automation from scratch
  • Proven track record of testing enterprise web applications or SaaS platforms
  • Experience with Agile/Scrum development methodologies
  • Experience testing complex data workflows or data-intensive applications

 

What’s in it for you?!

Our people are the foundation of our success, and we prioritize offering a wide range of benefits that make our team happier and healthier.

  •    Equity participation - everyone shares in our success
  •    Hybrid work 
  •    Team fun & company outings
  •    Statutory benefits and leave benefits
  •    Health Insurance coverage 

Our Values:

We look for people who embody our values - Care, Do, Try & Shine.

  • Care - We care about our customers and each other
  • Do - We do what it takes to make a positive impact
  • Try- We try our best and we don’t give up
  • Shine- We shine and make it our mission to always stand out

#LI-HYBRID

#LI-EV2

We’re committed to creating a culture of inclusion and equality – across race, gender, sexuality, and disability – where innovation and growth thrive, every voice is heard, and everybody belongs. Learn more about us here.

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Must be able to exercise independent judgment with little or no oversight.

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