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 .

Technical Project Manager

Sigmoid · Bengaluru, Karnataka, India

As a Technical Project Manager, you will be leading a team to  build a highly-scalable and extensible big data platform that provides the foundation for collecting, storing, modeling, and analyzing massive data sets from multiple channels.

 Responsibilities : 

  • Align Sigmoid with key Client initiatives
    • Interface daily with customers across leading Fortune 500 companies to understand strategic requirements
    • Connect with CIO, VP and Director level clients on a regular basis.
    • Travel to client locations
    • Ability to understand business requirements and tie them to technology solutions
  • Build a delivery plan with domain experts and stay on track
    • Design, develop and evolve highly scalable and fault-tolerant distributed components using Big data technologies.
    • Excellent experience in Application development and support, integration development and data management.
  • Build team and manage it day to day basis
    • Play the key role of hiring manager to build the future of Sigmoid.
    • Guiding developers in day to day design and coding tasks, stepping in to code if needed.
    • Define your team structure, Hire and train your team as needed
  • Stay up-to-date on the latest technology to ensure the greatest ROI for customer & Sigmoid
    • Hands on coder with good understanding on enterprise level code
    • Design and implement APIs, abstractions and integration patterns to solve challenging distributed computing problems
    • Experience in defining technical requirements, data extraction, data transformation, automating jobs, productionizing jobs, and exploring new big data technologies within a Parallel Processing environment
  • Culture
    • Must be a strategic thinker with the ability to think unconventional / out:of:box.
    • Analytical and data driven orientation.
    • Raw intellect, talent and energy are critical.
    • Entrepreneurial and Agile : understands the demands of a private, high growth company.
    • Ability to be both a leader and hands on "doer".

 Qualifications :-

  • 10+ year track record of relevant work experience and a Computer Science or related technical discipline is required
  • Dynamic leader who has directly managed team of highly competent developers in fast paced work environment
  • Experience in Architecture and delivery of Enterprise scale applications.

 Preferred Qualification:

  • Experience in agile methodology
  • Development and support experience in Big Data domain
  • Architecting, developing, implementing and maintaining Big Data solutions
  • Experience with database modeling and development, data mining and warehousing.
  • Experience with Hadoop ecosystem (HDFS, MapReduce, Oozie, Hive, Impala, Spark, Kerberos, KAFKA, etc)