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 .

VP – Equity Research Analyst Financials

Goldman Sachs · Mumbai

YOUR IMPACT
Are you passionate about research and generating investment ideasWe re looking for a professional to join our Financial Institutions coverage team in Mumbai, to focus on the Financials sectors and to develop valuable insights and investment ideas for our clients.

OUR IMPACT
From macroeconomic forecasts to individual stock analysis, our team develops tools and insights to help shape investment strategies for clients and the firm. Our analysts work on client-focused research in the equity, fixed-income, currency, and commodities markets, mining big data that enters markets around the world each day to identify game-changing insights. You ll be part of a team that is intellectually curious, creative, analytical, and passionate about performing market research.
HOW YOU WILL FULFILL YOUR POTENTIAL
  • Be responsible for the specific analysis of individual companies and their equities within the Financials sector (publishing reports, initiating sales calls and marketing investment opinions)
  • Collaborate closely with Regional Financials sector team, working on industry/sector-specific projects, analyzing market share, macro trend, cross company analysis and assessing new/emerging businesses models
  • Produce regular reports summarizing findings and predictions, as well as responsibility for the sector news flow and contributing to overall sector views/pieces
  • Develop financial models and interpret data and analysis on market, economic and political events
  • Develop strong relationships and have regular communications with the Equities sales force and traders, clients and companies management
SKILLS & EXPERIENCE WE RE LOOKING FOR
  • University degree (finance, accounting major preferable)
  • Minimum of 5 years relevant work experience in investment research, comparable business/ financial/ consulting experience preferred
  • Strong financial modeling and analysis experience
  • Working knowledge of accounting, finance, and valuation
  • Meticulous attention to detail, strong analytical and organizational skills
  • Natural curiosity, critical thinking, logical thinking
  • Demonstrated ability to think laterally and exercise good judgment
  • Ability to multi-task and work with numerous teams
  • Ability to work/conduct independently and with limited supervision
  • Self-starter attitude with high level of enthusiasm for equity research
  • Excellent skills in Microsoft Office applications (Excel, Word, PowerPoint)
  • Excellent verbal and written communication skills in English