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 .

Software Engineer

Octaura · New York

It's time to transform markets
Existing workflows within syndicated loan and CLO markets are painful for clients: they are outdated, overcomplicated, and time-consuming. It’s time for a change. 

Octaura is reimagining the way these markets trade, with efficiency, transparency and simplicity at the heart of what we do. We bring trading capabilities, data and analytics together for the first time on a digitized platform–fundamentally transforming the markets and streamlining workflows like never before. 

At Octaura, everyone belongs
It’s essential that Octaurians are confident in knowing they have the space to use their voice and talents. The world is diverse and we actively want our team to reflect this. We’re a values-driven company and by engaging, solving and evolving together, we create a culture that is collaborative, transparent, impactful and innovative. And fun!  
 
The role in a nutshell 
Octaura is building out our tech team and we’re looking for Software Engineers interested in building high performance, next generation technology that will revolutionize the loans industry. This is an environment for those seeking to drive innovation and get charged up working with top engineering talent. We are looking for results-oriented developers who thrive in a fast-paced, collaborative environment, and enjoy solving challenging and complex customer problems.  
 
This is an exciting time for Octaura as we are rapidly growing and are looking for energetic, collaborative and driven thinkers to join us! Please note this role is based out of our NYC office (at 5 Penn Plaza, 6th Floor, New York, NY 10001) and our current structure is 4 days in the office (Monday-Thursday), 1 day from home (Friday). 
 
Core responsibilities
  • Work with a team of smart and passionate engineers to build and maintain our proprietary electronic trading platform 
  • Use modern tools and methods to expand the capabilities of our cloud-based application 
  • Help to transition development of our platform to our in-house team 
  • Collaborate with product teams to develop solutions for current and future customers 

Desired experience

  • 8+ years of experience software engineering and data-related technologies 
  • Bachelor’s degree in computer science, engineering, or related field 
  • Experience in Java (strongly preferred) or other Object-Oriented languages
  • Experience in React, TypeScript desirable
  • Experience in CSS, State Management (Redux / Context API), WebSockets desirable 
  • Experience with Multithreading Design Patterns
  • Experience with relational databases and SQL 
  • Experience building cloud-based applications  
  • Effective communication, organizational, and analytical skills 

The base pay range for this position in New York is $180,000 - $200,000 annually. Pay may vary depending on job-related knowledge, skills, and experience. Equity and year-end bonus may be provided as part of the compensation package, in addition to a full range of medical, financial, and other benefits, dependent on the position offered. Applicants should apply via Octaura's internal or external careers site.

Octaura Work Perks
At Octaura, our people are our most valuable asset, and we are pleased to offer the following benefits to all full-time employees: 
  • Competitive compensation and equity 
  • Flexible Paid Time Off
  • Competitive Parental Leave  
  • Daily breakfast, coffee and snacks in the office 
  • 90% company-paid healthcare 
  • Onsite gym & discounted membership 
We’re committed to equal opportunity employment 
Octaura is committed to a diverse and inclusive workplace. We are an equal opportunity employer and do not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status.