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 .

Talent Acquisition Senior Manager

Payjoy · Bangalore

About PayJoy

PayJoy is a mission-first credit provider dedicated to helping under-served customers in emerging markets to achieve financial stability and success.  Our patented technology for secured credit provides an on-ramp for new customers to enter the credit system.  Through PayJoy’s point-of-sale financing and card offerings, customers gain access to a modern quality of life.  PayJoy’s credit also allows our customers to seize opportunities as micro-entrepreneurs, and acts as insurance for tough times. Through our cutting-edge machine learning, data science, and anti-fraud AI, we have served over 18 million customers as of 2025 while achieving solid profitability for sustainable growth.

This role

We are looking for a Senior Manager, Talent Acquisition to establish and scale our recruiting function in India. This is a foundational, high-impact role. You will be the first TA leader in the country, responsible for building strategy, processes, and market presence from the ground up.

This role is ideal for someone who thrives in ambiguity, operates with a high degree of autonomy, and is excited to build and scale in a fast-growing, global environment.

We are looking for a Senior Manager, Talent Acquisition to establish and scale our recruiting function in India. This is a foundational, high-impact role. You will be the first TA leader in the country, responsible for building strategy, processes, and market presence from the ground up.

This role is ideal for someone who thrives in ambiguity, operates with a high degree of autonomy, and is excited to build and scale in a fast-growing, global environment.

PayJoy is proud to be an Equal Employment Opportunity employer and we welcome and encourage people of all backgrounds. We do not discriminate based upon race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.

PayJoy Principles

Finance for the next billion * Ownership * Break Through Walls * Live Communication * Transparency & Directness * Focus on Scale * Work-Life Balance * Embrace Diversity * Speed * Active Listening

Responsibilities

  • Build from scratch: Design and execute the Talent Acquisition strategy for India, aligned with global hiring goals
  • Strategic partnership: Act as a trusted advisor to business leaders, influencing hiring plans and talent decisions
  • Create scalable processes: Establish recruiting workflows, tools, metrics, and best practices for long-term growth
  • Own hiring outcomes: Drive full-cycle recruiting across functions, ensuring quality, speed, and strong candidate experience
  • Local market expert: Develop deep knowledge of the Indian talent landscape, including competitive intelligence and employer branding
  • Future team building: Lay the foundation to hire and lead a local TA team as the company grows
  • Requirements

  • 8+ years of experience in Talent Acquisition, including experience in fast-paced, high-growth environments
  • Proven track record of building or scaling recruiting functions (startup or new market experience strongly preferred)
  • Strong ability to operate independently with minimal structure
  • Experience partnering with senior stakeholders and influencing hiring strategies
  • Data-driven mindset with experience defining and tracking recruiting metrics
  • Deep understanding of the India talent market across key functions (e.g., Tech, G&A, Operations)
  • Strong communication skills in English