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 / Staff Product Engineer

Seam · San Francisco, CA

Senior / Staff Product Engineer

About the role

We're looking for a Senior or Staff Product Engineer who loves building APIs that make hardware simple. You'll work on the core challenge of Seam: abstracting away the chaos of hundreds of device APIs into something developers actually enjoy using.

You'll integrate locks, thermostats, cameras, and sensors from dozens of manufacturers. You'll build the abstractions that hide Z-Wave complexity, manufacturer quirks, and protocol differences. You'll ship features from backend to frontend, talk directly to customers in Slack, and own products end-to-end.

This role is perfect if you get excited about making messy things clean, shipping fast, and building products developers love.

What you'll work on

Device Integrations - Build and improve integrations with IoT devices across manufacturers and protocols. Create reusable abstractions that scale.

Customer-Facing APIs - Design and ship APIs and SDKs that thousands of developers rely on daily. Make the complex simple.

0-1 Products - Identify opportunities and build new products from scratch. Recent example: our access scheduling system that handles millions of temporary codes.

Enterprise Connectors - Build direct integrations with enterprise customers' systems. Make Seam plug-and-play for large deployments.

Customer Success - Jump into customer Slack channels, fix bugs in real-time, gather feedback, and ship improvements based on what you learn.

Qualifications

  • 7+ years software engineering with strong backend focus
  • Expert TypeScript/JavaScript
  • Deep REST API design experience
  • PostgreSQL proficiency
  • Track record of integrating third-party APIs at scale
  • Experience shipping customer-facing products
  • Comfortable with React/frontend when needed

Preferred Qualifications

  • IoT or hardware integration experience
  • Familiar with device protocols (Z-Wave, Zigbee, MQTT)
  • Built developer tools or SDKs
  • Experience with real-time systems

Why Seam?

We're making the physical world programmable. If you've used a code to enter an Airbnb or had your office thermostat adjust automatically, you've probably used Seam.

We value written communication, simple solutions, and shipping fast. Team includes alums from Nest, Apple, Stanford, YC. Backed by Tiger Global and founders from Stripe, Plaid, Airbnb.

About You

  • Customer-obsessed - You'll talk to customers daily and love it
  • Builder mindset - You see opportunities and ship solutions
  • Pragmatic - You know when perfect is the enemy of good
  • Clear communicator - You can explain complex integrations simply
  • Autonomous - You own problems end-to-end

Interview Process

  1. Technical screen (45 min)
  2. Technical deep dive + API design (60 min)
  3. Product & customer focus (45 min)
  4. Our preference is for you come in for a full day paid work trial with the team however if you are unable to commit to that due to current work engagements we can also do a 3 hour virtual onsite loop. 

Benefits

  • 100% employer-paid health insurance + 75% dependent coverage
  • 401K
  • Generous PTO
  • $190k - $230k base + meaningful equity (Senior/Staff level dependent)

Hybrid role in San Francisco (In office 3x a week), collaborating with our global team