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 .

HRBP - SEA

Lenskart · Singapore , Central Singapore, Singapore

HR Business Partner – Southeast Asia (SEA)

📍 Singapore | Coverage: Singapore & Thailand
Eligibility: Singapore National / PR preferred

Lenskart is redefining eyewear retail across Southeast Asia, and as we accelerate our expansion in Singapore and Thailand, we are looking for a dynamic HR Business Partner – SEA to shape the region’s people agenda.

This is more than a traditional HRBP role — it’s an opportunity to partner directly with market leaders, influence business decisions, build high-performing retail teams, and drive culture in a fast-scaling, consumer-first environment. If you thrive at the intersection of strategy and execution and enjoy being close to the business, this role offers real ownership and regional impact.

Key Responsibilities

  • Serve as the primary HR partner to SEA business and retail leaders.

  • Drive workforce planning, org design, succession planning, and performance management.

  • Own frontline (FOS) recruitment outcomes across Singapore & Thailand.

  • Build strong talent pipelines to support retail expansion and operational scale.

  • Oversee HR operations, compliance, and payroll coordination across both markets.

  • Ensure adherence to Singapore and Thailand labor laws and statutory requirements.

  • Maintain strong on-ground engagement with frontline retail teams to drive culture, productivity, and retention.

  • Lead change management initiatives aligned to business growth.

Key Requirements

  • HR experience with strong Retail HRBP exposure and some exposure to Talent Acquisition.

  • Proven experience in Singapore retail is a plus and hands-on exposure to Thailand talent market.

  • Strong understanding of Singapore labor laws and HR compliance frameworks.

  • Demonstrated experience balancing strategic HR partnership with operational execution.

  • Strong stakeholder management skills.