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 .

Incentive Analytics Manager

Formaaiinc · Pune, India (Hybrid)

About Forma.ai: 

Forma.ai is a Series B startup that's revolutionizing how sales compensation is designed, managed and optimized. We handle billions in annual managed commissions for market leaders like Edmentum, Stryker, and Autodesk. 

Our growth has been fuelled by our passion for fundamentally changing and shaping how companies use sales intelligence to drive business strategy.  

We’re welcoming equally driven individuals who are excited about creating something big! 

About the team: 

The Customer Operations team is at the heart of Forma.ai's mission in optimizing incentive compensation plans for all companies. They work directly with our customers in helping them understand and take advantage of all the sales compensation features Forma.ai offers. From streamlining administration and management of sales commission to designing your sales compensation plan, our Customer Operations team ensures customers get the most value from our platform in optimizing every dollar spent on sales compensation. 

What you'll be doing: 

Reporting to the Senior Manager of Customer Operations, the Incentive Analytics Manager will contribute in the following areas:  

  • Develop a strong understanding of the Forma.ai product and platform to establish yourself as a product expert
  • Lead the ongoing operations for a portfolio of customers (i.e., commissions rule building, process execution, reporting and dashboarding, and overall product support)  
  • Implement new Forma.ai platform features within your customer portfolio to support continuous improvement and automation
  • Identify potential opportunities for process improvement in client processes (e.g., process execution, data validation, dashboard updates). Explore new techniques, working models to improve design and improve processes
  • Lead design projects, including analysis, financial modelling, project planning, customer workshops, and presentation/recommendation of findings
  • Guide and coach your team of Analysts/Associates to be high performing and client-focused
  • Act as the main point of contact for senior customer stakeholders, establishing yourself as a trusted partner for your customers
  • Be the main point of contact for Product team to articulate customer feedback and support the development of new product features 
  • Collaborate with the Engineering team to implement new platform features within your customer portfolio to support continuous improvement and automation

What we're looking for: 

  • 4+ years of progressive experience in management consulting, finance, sales operations, tech implementation, or similar quantitative focused role 
  • 2+ years of experience leading project teams 
  • Strong experience in leading the planning and execution of projects with multiple deliverables and stages
  • Strong analytical problem-solving, organizational and project management skills
  • Excellent communication skills, able to lead technical discussions with a non-technical audience
  • Exceptional understanding of common analytical and presentation tools (Excel, PowerPoint) 

Nice to haves: