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 Operations Analyst

Vestmark · United States (Remote)

Vestmark has been supporting clients’ direct indexing solutions for more than a decade.  As we embark on our next stage of growth and evolution, Vestmark Advisory Solutions seeks an analyst to assist portfolio managers in the day-to-day management of direct indexing and tax overlay portfolios to support analytical and operational needs. The role can be remote or hybrid and based out of Wakefield, MA.

Responsibilities:

  • Support the portfolio management team on the day-to-day investment management operations including oversight of all quality assurance tasks
  • Conduct ad hoc operational research by writing code in SQL and Python
  • Collaborate and communicate with trading and operations teams to ensure trades are released and executed according to the portfolio managers’ guidelines
  • Partner with product management and engineering teams to articulate and draft portfolio managers’ technical requirements for rules-driven optimizations
  • Perform testing plan and execution of User Acceptance Testing across latest development releases, document results and bugs

Qualifications:

  • 2-5 years of investment management experience
  • Master’s degree in financial or quantitative discipline preferred
  • Proficiency in programming languages such as SQL, Python, advanced Excel
  • Knowledge of quantitative investing and portfolio management concepts including risk modeling, optimization (Northfield Open Optimizer), portfolio construction
  • Ability to communicate effectively both written and verbally
  • Ability to meet tight deadlines and work under pressure with high attention to detail
  • Team player working with highly collaborative and cross-functional teams in an extremely fast paced environment

Vestmark is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. Vestmark prohibits employment discrimination on the basis of race, color, religion, gender identity, sex, sexual orientation, pregnancy, national origin, age, disability status, protected military or veteran status, and genetic information. #LI-TG1  #LI-Remote

Vestmark takes a market-based approach to compensation to ensure we pay fairly and competitively. Compensation for this role depends on several factors such as skills, experience, qualifications, job scope and location.

In addition to base salary, Vestmark offers a comprehensive total rewards package, which includes equity-based grants for all new hires, company-paid medical premiums of 90%, a competitive time-off program, and other variable compensation, if eligible.

Salary range
$90,000$95,000 USD