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 Engineer (Rust)

Photoroom · Paris | Remote

About us

Photoroom launched in 2020 after being accepted into Y Combinator and has become the world's most popular AI photo editor over the past four years. Our goal is to create the technology allowing anyone create studio-level product images in minutes.

With over 300 million downloads and processing 5+ billion images annually, we serve both individual creators and major enterprises like Amazon, DoorDash, and Decathlon through our B2C app and B2B API solutions.

We're a profitable, remote-friendly company that has raised Series B funding and aims for 40% year-over-year growth. Our team of 100+ passionate builders focuses on craft, innovation, and collaboration, creating exceptional impact for entrepreneurs and businesses worldwide.

🤓 We are looking for a strong Rust software engineer to help us develop the cross-platform libraries that power our Android, iOS and Web apps to the next level! It is the opportunity to work in a central position in the engineering team, on all incarnations of a product used by millions of people, solve complex challenges, and make a decisive difference to our users and Photoroom.

💰 90k - 130k* + Stock-Options/BSPCE

🇪🇺 We are flexible: you can work from anywhere in Europe, come once a month to Paris (fully reimbursed), or come to the office more often.

✈️ We offer substantial support for relocation (10k€ relocation bonus), including finding an apartment in Paris and supporting you with the visa procedure.

🏖️ Socials - Bi-annual company retreats, weekly Happy Hour & Game Time

🇬🇧 Photoroom is an international team and we work in English. We offer language lessons for those who need them (English & French).

*We can go higher for outstanding profiles and adapt to the cost of living if it is higher than in Paris.

✨ About the role ✨

  • You will contribute to the cross-platform libraries powering Photoroom on iOS, Android, and the Web, directly impacting millions of users.

  • You will architecture, develop and deliver complex features used by in-house app developers in exciting new technologies such as Rust, WebAssembly and wpgu.

  • You will own your work from A to Z: From specification, implementation and integration on the target platform, you will work hand-in-hand with our product, web and mobile development teams to ensure a consistent Photoroom experience on all platforms.

  • You will contribute to our live collaboration platform (like on Figma or Google Docs).

  • You will work within a small multicultural team composed of ~120 passionate, friendly & committed folks.

✨ About you ✨

  • You have proven experience developing software with Rust. Experience in C/C++ is also very much appreciated. **In addition, you have some level of understanding of at least one higher-level language (e.g., Swift, Kotlin, JavaScript/TypeScript, etc.) and are not afraid to learn more.

  • Bonus points if you have experience with one or more of the following: OpenGL, Metal, WebGPU, WebAssembly or if you have experience with Elixir or Erlang (not required but nice to have!)

  • You have experience delivering cross-platform client-side code providing simple interfaces to handle complex tasks.

  • You have a strong sense of ownership. You take initiative and you are at ease making product & technical decisions.

  • You have worked as part of a talented team and have experience in a fast-growing startup.

  • You are fluent in English (French is not required!)

Hiring Process

  • Screening call with Talent Manager or Hiring Manager

  • Technical interview with a member of the cross-platform team

  • Home technical assignment, followed by a review with the Hiring Manager

  • Culture fit interview and meet the team!

  • Reference check & Offer

Diversity, Equity, Inclusion, and Belonging

We're committed to enabling everyone to feel included and valued at work. We believe our company and culture are strongest when composed of diverse experiences and backgrounds.

That's also why we have flexible working hours, trust people to work remotely, and extended parental leave.

All qualified applicants receive consideration for employment without regard to age, color, family, gender identity, marital status, national origin, physical or mental disability, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws.