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 Splunk Engineer

Qualys · Pune

Come work at a place where innovation and teamwork come together to support the most exciting missions in the world!

Job Description

What you get to do

You will get to team up with incredibly talented and highly motivated engineers and architects innovating the next generation of Qualys Technology Platform processing over one hundred million transactions and terabytes of data per day.
As a part of this team, you will be working in a fast-paced environment prototyping, designing, developing, and supporting a highly scalable SaaS-based cloud security platform.
We leverage open-source technologies to solve challenging problems aligned with the enterprise security business needs
You will be working on groundbreaking ideas and innovations which will be translated into products as features or new products themselves.

Responsibilities

Research, prototype and develop solutions to innovate and improve Qualys’ technology platform.
Design and implement distributed, scalable, high-performance micro service-based applications
Produce high-quality software with a scalable architecture and design principles
Write unit/integration tests for your code
Document your code, design and provide solutions

Requisite Qualifications

Strong problem solving, analytical and communication skills
Excellent programming and designing skills in Java with minimum 2+ years of professional experience developing applications using Spring Boot / micro-services.
Strong backend development expertise in Python for building scalable services and APIs
Good understanding of relational databases and/or NoSQL DB, preferably Cassandra, Elasticsearch
Professional experience working on indexing technology like Elastic Search and caching technologies like Redis or Memcached
Good understanding of data structures and algorithms, application design.
Professional experience developing software using micro services oriented architecture.

Preferred Qualifications

Bachelor or Masters degree in Computer Science
Professional experience with Jenkins, and Kubernetes
Experience in building Splunk applications, including data ingestion, dashboards, and analytics use cases