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 .

Principal C++ Engineer

Privateidentity · Remote

About Us

Imagine a world where passwords are obsolete, and you never have to recall security questions about your first pet. At PrivateID, we're making this a reality with secure, self-managed digital identities that feel almost magical: think biometric sorcery meets cryptographic brilliance. Trusted by global brands for our privacy-first solutions, we're rapidly scaling to meet the soaring demand for passwordless, zero-trust technology.

 

About the Role

We are seeking C++ Engineers with at least 10 years of experience who can lead by example, take ownership of complex systems, and help scale our platform. You should be capable of working independently and collaborate in a fast-paced, high-accountability environment.

 

Qualifications

  • C++: Demonstrated experience in C++ programming with a strong understanding of language features and best practices.
  • Multithreading and Synchronization in C++: Demonstrated experience on multi-threading and synchronization techniques in C++.
  • CMake Proficiency: Experience with CMake for configuring and building C++ projects.
  • Conan Package Management: Experience with Conan for managing dependencies in C++ projects.
  • Linux Administration: Knowledge in Linux system administration, including terminal operations, SSH, and basic server management.
  • Version Control with GitHub: Proficient in using GitHub for version control, branching, pull requests, and collaboration workflows.
  • CI/CD with GitHub Actions: Experience setting up and maintaining CI/CD pipelines using GitHub Actions
  • Unit Testing: Skilled in writing comprehensive unit tests to ensure code stability and quality.
  • Image Processing: Background in image processing with C++ and OpenCV

 

Bonus Qualifications

  • Python: Experience in Python for application development and scripting.
  • Ctypes: Experience integrating C++ modules into Python using ctypes including managing shared libraries and data type conversions.

 

Benefits

  • Competitive compensation and equity
  • A remote-first, collaborative culture

 

Important:

Candidates must pass a background check as part of the hiring process due to our work in the financial sector.

 

Equal Employment Opportunity

PrivateID values diversity and is committed to providing an inclusive work environment where all employees can excel. Qualified applicants will be considered without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other legally protected status. Reasonable accommodations are available upon request to ensure equitable participation in our hiring process and workplace.