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 Product Engineer

Summation · India

About Summation

Summation is building the future of business planning and analytics by bridging the gap between data and decision-making. We empower organizations to transform complex data into clear, actionable insights that drive business outcomes. Our AI-native platform integrates advanced data models with intuitive workflows, making enterprise performance management simple, collaborative, and effective.

The Role

As a Senior Product Engineer at Summation, you will be responsible for the development of our product, collaborating closely with our PM, Designers and other engineers. You will design and build efficient and reusable frontend and backend systems that drive powerful web applications.

Key Responsibilities

  • Design and implement innovative software solutions that simplify and automate financial planning. Work closely with the product team to translate business requirements into robust and scalable technical implementations.

  • Collaborate with designers, product managers, and other engineers to ideate, prototype, and launch new features that meet the market needs. Ensure that the engineering perspective is articulated during product discussions and contribute to a seamless user experience.

  • Architect efficient and reusable frontend and backend systems that drive powerful web and mobile applications. Write clean, maintainable, and well-documented code adhering to coding standards.

  • Analyze and optimize the performance of web applications to ensure responsiveness and speed. Ensure that the product can scale to handle increasing load and complexity.

Qualifications

  • Bachelor's or master’s degree in Computer Science, Engineering, or a related field.

  • 6+ years of experience in full-stack or frontend development, with a proven track record of delivering on successful projects.

  • Proficiency in modern programming languages like TypeScript, Python, or Golang.

  • Experience with frontend frameworks such as React.js or Vue.js.

  • Experience with RESTful APIs and other service-oriented architectures.

  • Excellent problem-solving skills, team collaboration, and communication abilities

Additional Desired Qualifications

  • Familiarity with financial software or algorithms, understanding of basic financial models and data.

  • Experience working with geographically distributed remote teams

  • Experience developing mobile applications using React Native or equivalent frameworks

  • Contributions to open-source projects, particularly those involving financial applications