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 .

Product Design Engineer (ME)

Anodize · San Francisco

Product Design Engineer (ME)

Interested in building the personal computing device you’ve always wished you had? This is an opportunity to join a well-funded startup as an early product design/mechanical engineer and to work on a new product from its early concept phase through shipping the device.

This is the perfect role for an engineer who wants to prototype quickly, loves building delightful products, and wants to work in a fast-paced startup environment where they can have a wide-reaching impact.

This role is based in the SF Bay Area, but 15-20% travel will be required to work with vendors.

Responsibilities

  • Mechanical design for a new personal computing device and associated peripherals, from concept through production.
  • Rapidly prototype various concepts to enable product and design team decision-making.
  • Develop initial product layouts including integrating various mechanical and electrical subsystems into industrial design.
  • Prepare detailed engineering documentation for release to vendors and ODM partners.
  • Own and drive key dimensions of product quality, like thermal design and mechanical reliability, by integrating the work of subject matter experts into a cohesive whole.
  • Collaborate closely with cross-functional teams, including industrial design, electrical engineering, and manufacturing, to ensure seamless integration of components into high-quality products.
  • Work closely with suppliers and push them to the edge of their capabilities.

Requirements

  • Minimum of 3 years of experience in product design or mechanical engineering, preferably with a focus on consumer electronics
  • Experience designing parts with materials and manufacturing processes relevant to consumer electronics; e.g. injection molding, casting, stamping, and high-volume machining.
  • Proficiency in 3D CAD software and mechanical simulation tools.
  • Experience working with multiple cross-functional engineering teams both on- and off-shore, including teams from manufacturing partners.

Preferred Skills

  • A track record of successfully shipping high-volume products.
  • Expertise in mechanism design, DFM, DFA, and design for robustness.
  • Mechatronics experience integrating motors or sensors using basic programming skills (Arduino, python, Labview, etc).
  • Experience with mechanical integration of electronic subsystems such as audio modules, cameras, I/O, RF, etc.
  • Expertise in thermal management and thermal design for consumer electronics.

Compensation and Benefits

  • Competitive salary + generous equity.
  • 100% health/dental/vision premium coverage + 70% premium coverage for dependents.
  • 401(k) plan.
  • Take-what-you-need unmetered vacation policy.

Annual Salary Range

$150,000 - $225,000/year