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 .

Backend Rust Engineer

Openobserve Careers · India

OpenObserve is a leading player in the world of open source observability tools, backed by renowned venture capitalists such as Nexus Ventures and Dell Technologies Capital. With our unique offering of combining logs, metrics, and traces into a single platform, we've made our mark in the tech industry. OpenObserve is the only tool that comes with a single binary that enables anyone to get started in less than 2 minutes. OpenObserve is proudly a fully remote team with team members spread across the globe.

The ideal candidate will be responsible for developing high-quality applications. They will also be responsible for designing and implementing testable and scalable code.

Responsibilities

  • Develop quality software and web applications

  • Analyse and maintain existing software applications

  • Design highly scalable, testable code

  • Discover and fix programming bugs


Requirements

  • Bachelor's degree or equivalent experience in Computer Science or related field.

  • 5+ Years of experience in Distributed Systems.

  • Development experience with Rust.

  • Experience with low systems level programming is desirable.

  • Experience building databases in rust is desirable.

  • Experience with Apache arrow datafusion is highly desirable.

  • SQL database or relational database skills.

  • Experience with cloud and Kubernetes is desirable.

  • Experience in observability is highly desirable.


Benefits

  • Competitive salary and benefits package

  • Stock options

  • Opportunity to work with a cutting-edge technology and contribute to the growth of a fast-paced startup

  • Collaborative and dynamic work environment with a team of passionate professionals

  • Flexible remote work arrangements

  • Professional development opportunities and training budget

  • Access to the latest tools and technologies

  • Recognition and rewards for outstanding performance