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 .

Robotics Software Engineer

Pivotrobotics · San Francisco

Roles and Responsibilities

  • Design and develop robust, scalable, and maintainable software for industrial robotic systems.

  • Implement motion planning, trajectory optimization, and real-time control algorithms.

  • Develop vision-based automation by integrating sensors (cameras) with robotics systems.

  • Optimize software for performance, reliability, and deployment on embedded and cloud-based platforms.

  • Apply strong software engineering principles, including code modularity, testing, version control, and CI/CD.

  • Conduct simulations and real-world experiments to validate robotic system performance.

  • Collaborate across disciplines, working with hardware engineers, controls engineers, etc.

  • Contribute to system architecture decisions, ensuring efficiency and scalability.

Minimum Qualifications

  • B.S. degree in Computer Science, Robotics, Electrical/Mechanical Engineering, or related fields.

  • Strong programming skills in Python with a focus on software engineering best practices.

  • Proficiency in robotics fundamentals, including kinematics, dynamics, control theory, and state estimation.

  • Proficiency in version control (Git), software testing, and debugging techniques.

  • Self-motivated problem solver who thrives in a fast-paced, collaborative environment.

  • Due to U.S. export control regulations (ITAR), this position is limited to U.S. Persons (U.S. citizens or lawful permanent residents)

Optional Qualifications

  • M.S. degree in Robotics, Computer Science, or related field.

  • Experience with ROS (Robot Operating System) and/or other robotic middleware.

  • Strong understanding of motion planning algorithms, trajectory generation, and real-time control.

  • Familiarity with industrial robot arms, PLCs, or real-time control frameworks.

  • Experience optimizing software for edge devices.

  • Knowledge of distributed computing architectures.