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 .

Portfolio Analyst, Private Capital

Pitchbookdata · Austin, Texas, United States

At PitchBook, a Morningstar company, we are always looking forward. We continue to innovate, evolve, and invest in ourselves to bring out the best in everyone. We’re deeply collaborative and thrive on the excitement, energy, and fun that reverberates throughout the company. 

Our extensive learning programs and mentorship opportunities help us create a culture of curiosity that pushes us to always find new solutions and better ways of doing things. The combination of a rapidly evolving industry and our high ambitions means there’s going to be some ambiguity along the way, but we excel when we challenge ourselves. We’re willing to take risks, fail fast, and do it all over again in the pursuit of excellence.

If you have a good attitude and are willing to roll up your sleeves to get things done, PitchBook is the place for you. 

About the Role:

Lumonic, a subsidiary of PitchBook, is a private credit management platform founded and designed to automate reporting and compliance for private credit lenders. Its proprietary platform streamlines borrower financial data collection and verification, enabling investors to monitor compliance, covenant adherence, and financial health across their lending portfolios in real-time.

PitchBook’s Portfolio Analyst, Private Capital supports our Lumonic subsidiary and is responsible for helping customers with portfolio monitoring. This includes tracking key performance indicators, managing borrower compliance requirements, and analyzing financial statements.

Primary Job Responsibilities:

  • Collect and organize financial statements to ensure accurate and efficient data management
  • Collaborate with our customers to gather valuable feedback, ensuring their voices are heard and their needs are met
  • Provide insightful feedback on existing products and contribute to the brainstorming and development of new features that drive our products forward
  • Play an active role in testing product improvements, helping to refine and enhance our offerings to deliver exceptional user experiences
  • Collaborate cross-functionally with Sales, Implementation, and Customer Success teams to solve problems as Lumonic continues to grow and evolve
  • Support the vision and values of the company through role modeling and encouraging desired behaviors
  • Participate in various company initiatives and projects as requested

Skills and Qualifications:

  • Bachelor’s degree, commonly in Finance or Accounting
  • 1+ years of work experience, including internship experience
  • Ability to provide a high-level of customer service
  • Adaptable to unique and changing business needs
  • Demonstrated success in problem solving and ownership to resolve issues
  • Ability to work independently and as a team member in a fast-paced environment
  • Ability to operate using sound judgement to make decisions
  • Proficiency with financial statements
  • Process-oriented, organized, and with amazing attention to detail
  • Excellent written and verbal communication skills
  • Must be authorized to work in the United States without the need for visa sponsorship now or in the future

Benefits + Compensation at PitchBook:

Physical Health            

  • Comprehensive health benefits
  • Additional medical wellness incentives 
  • STD, LTD, AD&D, and life insurance

Emotional Health 

  • Paid sabbatical program after four years
  • Paid family and paternity leave 
  • Annual educational stipend
  • Ability to apply for tuition reimbursement
  • CFA exam stipend 
  • Robust training programs on industry and soft skills 
  • Employee assistance program
  • Generous allotment of vacation days, sick days, and volunteer days 

Social Health 

  • Matching gifts program
  • Employee resource groups
  • Subsidized emergency childcare  
  • Dependent Care FSA
  • Company-wide events
  • Employee referral bonus program  
  • Quarterly team building events

Financial Health 

  • 401k match
  • Shared ownership employee stock program 
  • Monthly transportation stipend  

*Please be aware the above PitchBook benefit and perk offerings are subject to corresponding plan and policy documents and may change during the course of your employment.

Compensation

  • This role is non-exempt and paid a salary of $70,000-$80,000
  • Target annual bonus percentage: 5%