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 .

Funds Ratings - Associate / Associate Director (Chicago)

Krollbondratingagency · Chicago, Illinois

Position Title: Funds Ratings - Associate / Associate Director (Chicago)

Entity: Kroll Bond Rating Agency, LLC

Employment Type: Full-time

Location: Chicago, IL

Summary/Overview:

Kroll Bond Rating Agency, LLC. is seeking an Associate/Associate Director to join our growing Funds Ratings team in the Chicago office. The Funds team assigns and monitors credit ratings on various debt instruments issued by funds, closed-end funds, and other fund vehicles.  KBRA’s growing ratings portfolio encompasses funds which leverage a variety of asset growth and income generation strategies including fixed income securities, private equity, private credit, real estate, and middle market lending.  A strong candidate will have extensive experience and interest in fund investment and credit strategies. 

About the Job:

  • Assist with credit research on a variety of funds, closed-end funds, and other investment vehicles.
  • Assist with the development of rating and analytical tools such as cash flow and asset coverage models used to evaluate fund debt structures.
  • Assist in the quantitative and qualitative preparation and presentation of internal credit memos and publications.
  • Participate in diligence meetings with fund management teams to assess their investment acumen, risk management skills, and overall ability to develop and successfully execute strategies.               
  • Develop and maintain complex spreadsheets and databases.
  • Ability to leverage and seamlessly collaborate with KBRA experts in other sectors such as project finance, corporate finance, financial institutions, and structured finance.
  • Assist in research for internal and publication purposes.
  • Associate Directors will have the ability to independently lead credit ratings process and research efforts on a variety of debt transactions involving investment funds, and other related vehicles and to Lead/assist in the development of rating and analytical tools such as cash flow models used to evaluate fund debt structures.

You will be successful in this role if you have:

  • Bachelor’s degree in Finance, Business, or Math related fields or any subject that results in strong analytical skills.
  • Four (4) to Eight (8) years of work experience as a credit analyst with experience in fund lending, investing, or structured finance is a significant plus.
  • Ability to work as an integral part of a highly collaborative team and across disciplines in a challenging and dynamic environment.
  • Ability to manage time and resources in a fast-growing company.
  • Effective oral and written communications skills. 
  • Proficiency in Advanced Excel, ability to cash flow model is a significant plus.
  • Extremely high attention to detail.
  • Proficiency in SQL and VBA for querying databases a strong advantage.
  • Successful progression towards CFA a plus.
  • Familiarity with Generative AI tools such as ChatGPT for research, data insights, and general productivity is a plus.

Salary Range:

The anticipated annual base salary range for this full-time position is $100,000 to $130,000. Offer amounts are determined by factors such as experience, skills, geography, and other job-related factors.

Benefits:

  • A hybrid work schedule (Tuesday, Wednesday and Thursdays in the office)
  • Competitive benefits and paid time off
  • Paid family and disability leave
  • 401(k) plan, including employer match (100% vested)
  • Educational and professional development financial assistance
  • Employee referral bonus program

About Us

Kroll Bond Rating Agency, LLC (KBRA) is a full-service credit rating agency registered with the U.S. Securities and Exchange Commission as an NRSRO. Kroll Bond Rating Agency Europe Limited is registered as a CRA with the European Securities and Markets Authority. Kroll Bond Rating Agency UK Limited is registered as a CRA with the UK Financial Conduct Authority pursuant to the Temporary Registration Regime. In addition, KBRA is designated as a designated rating organization by the Ontario Securities Commission for issuers of asset-backed securities to file a short form prospectus or shelf prospectus. KBRA is also recognized by the National Association of Insurance Commissioners as a Credit Rating Provider.

 

More Info:

KBRA encourages applications from all qualified individuals without regard to race, color, religion, gender, sexual orientation, gender identity or expression, age, national origin, marital status, citizenship, disability, and veteran status or any other basis prohibited by federal, state or local law.

 

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