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 .

Solutions Engineer, Seattle

Josys · Seattle

Solutions Engineer, Seattle

Location: Seattle

About Josys

Josys is a SaaS Management Platform redefining how IT operates. We provide a next-gen solution to manage SaaS sprawl by giving IT teams complete visibility and control over their software stack. With over $225 million in funding, we’re one of the fastest-growing startups in Japanese history, now scaling globally to tackle shadow IT and secure cloud environments.

The Role


We’re looking for a Solutions Engineer who blends technical expertise, customer empathy, and storytelling. Your focus will be helping mid-market IT teams and MSPs evaluate, architect, and adopt Josys.


You will own technical discovery, product demos, integration strategy, documentation, and PoC execution.

What You’ll Do

  • Partner with Account Executives to drive opportunities from discovery through technical validation.

  • Lead presales discovery sessions to understand customers’ SaaS usage, IT controls, and security requirements.

  • Deliver compelling demos and solution walkthroughs tailored to enterprise use cases.

  • Build integration plans with Directory/SSO (Okta, Azure AD), HRIS, ITSM, MDM, and API endpoints.

  • Lead proof-of-concepts and pilots; troubleshoot configuration and technical blockers.

  • Own RFP/RFI responses and technical solution documentation.

  • Translate technical needs into crisp solution proposals and architecture diagrams.

  • Work closely with Product & Engineering to surface customer insights and influence roadmap.

  • Create reusable playbooks, demo scripts, integration templates, architecture diagrams, etc.

  • Support handoff to Customer Success post-close to ensure seamless onboarding.

Qualifications

  • 4–6+ years in Solutions Engineering, Sales Engineering, Technical Consulting, or Technical Presales.

  • Strong proficiency in SaaS architecture, identity, and IT integrations (SSO, SCIM, APIs).

  • Experience presenting to senior IT stakeholders (CIO, CISO, IT Directors, Ops, Procurement).

  • Strong problem-solving ability and customer empathy.

  • Excellent communication and ability to simplify complex technical topics.

  • Comfortable working in a fast-paced, startup environment and influencing product decisions.