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 .

Manager- Model Audit

Gridlines · Singapore

Company: Gridlines

Gridlines is a rapidly growing financial modelling consultancy practice. We are transforming the world of financial modelling, helping our clients to make

complex financial decisions quickly and with confidence.

We love to work with exciting clients that are making a big impact on the world around us, helping to tackle some of the world's greatest challenges.

We plan to continue our rapid expansion and are looking for the brightest and best talent to join us on this journey.

Role:

We are seeking an experienced model audit professional that is passionate about financial modelling and driven by growth.

You will work with a team of modelling professionals to analyse and review complex financial models, ensuring they are robust and reliable.

Requirements

Operations:

  • Managing a portfolio of active assignments
  • Lead model audit assignments, ensuring models are arithmetically and commercially correct.
  • Use a combination of software checks and parallel model development to identify modelling errors.
  • Review and interpret commercial documentation and ensure it is reflected accurately in the financial model.
  • Take ownership of specific assignments and projects, demonstrating initiative and dedication to achieving high-quality outcomes.
  • Contribute to the development and enhancement of our financial modelling methodologies and tools, driving continuous improvement and innovation.
  • Prepare comprehensive model documentation detailing assumptions, methodologies, and results.
  • Maintain meticulous records of modelling processes and methodologies to uphold our high standards and ensure consistency.
  • Lead in developing project plans, timelines, and resource allocation to ensure efficient and effective project delivery.

People:

  • Lead a team of model audit professionals
  • Train, motivate and manage junior team members on assignments
  • Collaborate closely with team members, learning and contributing to assignments.
  • Communicate model findings and insights effectively to clients and internal teams.
  • Simplify complex financial model issues to make them understandable for non-technical stakeholders.

Growth:

  • Supporting in the business development and growth ambitions of a key sector of the business
  • Lead in the development of client pitches
  • Lead client calls and build client relationships

Key Skills and Qualifications

  • We hire exceptional individuals who can demonstrate our core values of Drive, Innovation, Collaboration and Excellence.
  • [4-6] years of relevent experience in a financial role within a recognized advisory practice or large corporate setting.
  • A good appreciation of accounting concepts, an accounting qualification beneficial
  • An in-depth understanding of Project Finance concepts
  • Strong analytical skills with proven experience in building and operating financial models using Excel.
  • Degree qualified in a numerate discipline, with a postgraduate qualification in accounting or finance beneficial.
  • Experience with the FAST financial modeling standard is desirable.
  • Excellent written and verbal communication skills.
  • Ability to work independently and as part of a remote team

Benefits

A competitive base salary with flexible working arrangements, including a mixture of office-based, working from home, and working on client sites.

Significant opportunities for professional growth and development as we expand.

Access to cutting-edge financial modelling tools and resources.

Collaborative and supportive team culture

Originally posted on Himalayas