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 Software EngineerBangalore

Fermat · United States

Back to jobs

Senior Software Engineer

Bangalore
Apply

FERMÀT is the AI native commerce platform that optimizes shopping experiences, leading to best-in-class shopper engagement and conversion. We help brands transform clicks into conversions with dynamic, personalized shopping experiences—built and optimized in minutes.

Backed by VMG, Bain Capital Ventures, Greylock, QED, and named The Information’s #1 commerce startup, we’re a 70+ person team based in SF, Austin, NYC, and Bangalore. As a fast-growing Series B company, we’re building the infrastructure for the future of online retail—and we’re just getting started.

About the Role:

We’re looking for exceptional engineers who can operate across teams, stacks, and problem spaces, and turn ambitious ideas into production-grade systems.

This is not a narrowly scoped, team-specific role. You’ll work wherever impact is highest across our platform: core infrastructure, customer-facing features, data systems, internal tooling, or new product initiatives.

We’re especially interested in engineers who are AI-native in their workflow. You use modern AI tools to increase velocity, improve quality, and explore solutions faster. You have strong product instincts, operate with high agency, and care deeply about shipping meaningful outcomes.

If you thrive in ambiguity and enjoy owning problems end-to-end, we’d love to talk.


What You'll Work On:

  • Own high-impact initiatives from concept through production.
  • Design and build scalable backend services, APIs, and frontend experiences.
  • Prototype quickly and iterate based on user feedback and business impact.
  • Move fluidly across different parts of the stack as company needs evolve.
  • Improve engineering quality and velocity through thoughtful use of AI tooling.
  • Contribute to architectural decisions and help raise the bar across engineering.

What We're Looking For:

  • 4+ years of professional software engineering experience.
  • Experience as a founder, or as an early engineer at a startup.
  • Strong product sense and a track record of shipping meaningful features or products.
  • AI native workflow: you actively use LLMs and modern coding agents to meaningfully increase leverage.
  • Ability to work across multiple stacks without rigid specialization.
  • Strong systems design fundamentals and comfort owning production systems.
  • High agency, strong judgment, and comfort operating in ambiguity.
  • Clear communication and low-ego collaboration.

Please include GitHub, side projects, demos, or write-ups of products you’ve built. We prioritize engineers who consistently ship.

Tech stack:

  • Golang

  • Typescript

  • React

  • Nextjs

  • Postgres

  • Google cloud

Benefits

  • Competitive salary + equity package

  • Comprehensive health, dental, and vision insurance for you and all your dependents.

  • Retirement benefits:

    • US: 401(k) plan with 4% matching

    • India: Provident Fund with 12% matching

  • 4 months of paid parental leave

  • Unlimited PTO policy (with minimum 5 days PTO / quarter!)

Apply for this job

*

indicates a required field

First Name*
Last Name*
Preferred First Name*
Email*
Phone
Country*
Phone*
Resume/CV*
AttachAttach
Dropbox
Google Drive
Enter manuallyEnter manually

Accepted file types: pdf, doc, docx, txt, rtf

Cover Letter
AttachAttach
Dropbox
Google Drive
Enter manuallyEnter manually

Accepted file types: pdf, doc, docx, txt, rtf


LinkedIn Profile*
Will you require sponsorship now or ever in the future to work in the United States?*
Select...
Submit application