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 .

Incident Response Engineer

Reteam · Toronto

[TEST TEST TEST] This is a test job board, used for internal testing. Applications received here will not be received.

Job post description opening

About Ashby

We’re building the next generation of enterprise software and we’re starting with a suite of products that help talent leaders, recruiters, and hiring managers run their hiring process significantly better (we haven’t shared much publicly about what we’re building yet, but we’ll be more specific once we meet).

We are well funded and backed by great investors, including Y Combinator, Elad Gil and Lachy Groom.

We have not launched publicly yet, but we're already working with amazing companies, such as Opendoor, Plaid, Airtable, Snyk, Benchling and SalesLoft (and many others which we cannot name yet).

We have a clear buyer persona and target market. Our current sales process allows us to land & expand. We've only taken the first step towards a much larger opportunity. In short, it's the perfect time to join 🚀

About this Role

As our first sales hire you will help us transition from founder led sales into a scalable & repeating sales process. Our emphasis is less on previous experience and more on your raw ability to excel in the areas listed below and your appetite for continuous growth & improvement.

We have built an excellent product & engineering machine and we now want to do the same on the go-to-market side.

You could be a great fit if

🤓You love becoming a product and domain expert. You sell consultative and teach prospects something at every touch point.

🔍You pay a lot of attention to detail. You take pride in a clean sales pipeline. You obsess over sending perfect follow up emails on time.

⚡️You move fast. You constantly find areas of improvement. You leverage tools/technology to allow our sales team to scale well.

👷‍♀️You love building a sales process from the ground up.

⚙️You are not only excited about closing deals, but also putting a repeatable process in place that will allow our go-to-market team to excel in future.

🎧You treat sales as a listening exercise and continuously bring learnings about the market, our product, industry trends, etc. back to the overall company.

📊You are analytical and good with numbers, you can model out scenarios without requiring the help of an analyst.

Bonus

👨‍👨‍👧‍👧You have experience hiring & leading a sales team

📢You can tell Ashby's story in way that resonates

🛰You have experience selling complex products

Our Philosophy

Here are a few key points (relevant to the go-to-market side) that should give you an idea of what it is like to work with us:

We spend a lot of time building best-in-class products since we believe a highly differentiated product is a lot easier to sell.

We want to offer deep expertise whenever we interact with prospects and customers.

We strongly believe that small teams with very talented people (and the right work environment) deliver much better performance than teams with large headcount. We hire and compensate accordingly.

We value a strong sense of ownership, principled thinking over experience, and thoughtful communication (we put a lot of effort into using the right communication channels) - we’ll get into these and other values during the hiring process.

Benefits

You’ll get the time to do things the right way; we put a lot of emphasis on high quality work and avoid quick hacks as much as possible

You get to sell a product that our prospects & customers are truly excited about

Competitive compensation

Top notch health insurance for you and your dependents with all premiums covered by us

401(k) matching if you're in the US

Ashby provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, genetics, sexual orientation, gender identity, or gender expression. We are committed to a diverse and inclusive workforce and welcome people from all backgrounds, experiences, perspectives, and abilities.


[TEST TEST TEST] This is a test job board, used for internal testing. Applications received here will not be received.

Job post description closed