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 Engineer, Backend

Gingerlabsinc · San Francisco

Join Notability and shape the future of learning. We’re building the next generation of tools designed not just to capture notes, but to fundamentally improve how people learn, think, and collaborate. Our app brings the natural expressiveness of paper into the digital age, empowering millions of students, educators, and professionals worldwide to organize their ideas, deepen their understanding, and achieve their goals. Our mission is simple: we help you learn.


As part of our team, you’ll help create experiences driven by empathy, exceptional design, and the belief that great ideas can come from anywhere—including you. Come help us make learning better for everyone.

We are looking for a developer with experience building and supporting complex consumer-facing web services and applications who will help us build and scale the future of Notability.  Right now we are preparing to release a feature that allows users to collaborate together on their notes in real time.  Another big feature we are working on is Learn, which is our AI-generated study experience that allows users to summarize and interactively quiz themselves on their notes.

What You'll Do

  • Iterate with the team on product definition and implementation with a focus on the end user's experience, scalability, and security
  • Specify, build, and maintain services, APIs, and features for the product
  • Create and support robust integration, testing, deployment, alerting, and monitoring systems
  • Perform code reviews and participate in design discussions
  • Mentor junior developers
  • You will also be on-call for the backend services we are building.

What You Need

  • 7+ years of experience
  • Strong computer science fundamentals and problem solving skills
  • A user-centric mindset
  • Expert proficiency with SQL, Typescript, and Node
  • Experience with GraphQL and/or REST
  • Experience with Docker, Kubernetes, and at least one major cloud service, such as AWS or GCP
  • Experience with pub/sub systems and streaming platforms
  • Experience with large-scale, reliable, and low-latency distributed systems
  • Excellent communication skills
  • Strong desire to grow and learn new things

Bonus Points

  • Experience developing features that utilize LLMs such as ChatGPT, Gemini, or Claude
  • Experience with CRDTs

For this position we are targeting a base pay between $160,000-$240,000. Actual compensation offered will be determined by factors such as job-related knowledge, skills, and experience.

This role follows a hybrid model, with a minimum of two days onsite at our downtown San Francisco office and flexibility to work remotely from home the rest of the week.

How We Work

Each member of our team contributes to all parts of our products.  We trust each other to make decisions independently while also considering our common goals and values.  We share ideas openly, and we collaborate across disciplines to ensure that our decisions make sense from all perspectives.

When We Work

We actively promote work-life balance.  Our schedules are flexible, our hybrid policy supports remote work when it makes sense, and we have a “as long as you get your work done” approach to time off.

Why You'd Love Working Here

We work in downtown SF near Market Street, just a short walk from two BART/Muni stations.  Our office has height-adjustable desks to help us stay limber, spacious conference rooms for both small and large team meetings, and a well-stocked kitchen full of goodies to enjoy :). Our team is growing, collaborative and down to earth.  We want everyone to do their best work and find passion in what they do.

Benefits

  • Competitive compensation that includes base salary, bonuses and profit sharing
  • Equity Awards in the form of Stock Options
  • Comprehensive healthcare fully covered for you and your family including medical, dental, and vision
  • Flexible work and vacation schedules
  • 401k with matching contributions
  • Matching gifts to nonprofits
  • Lunch Stipend (When Working from HQ)
  • Public transit stipend
  • Home workstation reimbursement
  • ISP stipend
  • Monthly phone bill stipend

Notability is proud to be an Equal Opportunity employer committed to diversity and inclusivity in the workplace. All aspects of employment are decided on the basis of merit, qualifications, and business needs. We do not discriminate based upon race, color, religion, sex, sexual orientation, age, national origin, disability status, protected veteran status, gender identity or any other characteristic protected by federal, state or local laws.