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 .

HR Business Partner (HRBP)

Appier · Singapore

 

About Appier 
Appier is a software-as-a-service (SaaS) company that uses artificial intelligence (AI) to power business decision-making. Founded in 2012 with a vision of democratizing AI, Appier’s mission is turning AI into ROI by making software intelligent. Appier now has 17 offices across APAC, Europe and U.S., and is listed on the Tokyo Stock Exchange (Ticker number: 4180). Visit www.appier.com for more information.


About the role
Appier is seeking an HR Business Partner (HRBP) with at least 3 years of experience in Human Resources or a related field. The HRBP will support one major function globally, contributing to the organization's development and helping drive business growth. The role involves collaboration with global colleagues, leaders, and the entire HR team to align strategies and goals with Appier's overarching business strategies.


Responsibilities 

  • Serve as a trusted HR advisor to functional leaders, providing guidance and support in developing and implementing organizational strategies that align with business goals.
  • Build strong working relationships with leaders and employees within the assigned function and provide timely, professional HR advice and guidance.
  • Partner with Market HRBPs in different geographical location, HR Centers of Excellence (COEs) such as Talent Acquisition, Rewards, and Learning, as well as HR operations teams to enhance employee engagement and experience, talent management, and development.
  • Implement and execute key HR cycle activities, programs and initiatives, ensuring seamless integration across the business and HR functions.
  • Provide strategic advice and hands-on management of complex employee relations cases including performance management, mitigating risk and maintaining trust.
  • Develop organizational strategies to bridge gaps between current capabilities and future business needs, enhancing performance.
  • Support cultural alignment and change management within the function, enabling managers to foster the desired workplace culture.
  • Improve employee experiences and engagement through innovative HR initiatives and effective consultation.
  • Utilize business acumen and ethical judgment to safeguard company values and assets, assess risks, and address issues proactively.
  • Support company-wide organization projects. Prepare people data and workforce analysis to drive business decisions and people strategy.


About you

  • 8+ years of progressive HR experience, with a strong focus on business partnering
  • Demonstrated strong organizational skills, ability in managing projects within a fast-paced, matrixed environment.
  • Experience with HRIS and proficiency in MS Office.
  • Strong analytical skills and a keen interest in using data to inform HR decisions.
  • Excellent communication and interpersonal skills, capable of working effectively with all levels of the organization.
  • Prior experience supporting a regional or multi-country is a plus 

#LI-BD1 #LI-Hybrid