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 .

Finance Manager

Payjoy · Mexico City

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

The Financial Manager is responsible for supporting FP&A functions, budgeting & forecasting, product profitability analysis and processes, and financial reporting to senior leadership.
The Financial Manager is responsible for supporting FP&A functions, budgeting & forecasting, product profitability analysis and processes, and financial reporting to senior leadership.
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

Key responsibilities

  • Assist in budgeting, forecasting, variance analysis processes and modeling in support of PayJoy’s aggressive goals.
  • Develop financial models (top-down and bottom-up) for budgeting, business forecasting, company health, and pricing evaluation.
  • Prepare monthly, quarterly, and annual financial reports for management, including evaluating financial performance by comparing actual results with budgets and forecasts, and other financial metrics.
  • Support to model the value of future partnership opportunities.
  • Collaboration with departments to gather data for financial analysis, including working closely with the accounting team to gather financial information and assist with the reconciliation of Local GAAP versus US GAAP, and supporting operations in making payments to merchants and reconciling the transactions with accounting by helping with the assignment processes to the FIDC.
  • Model and ensure sufficient liquidity for the operation.
  • Support in defining the financial strategy by assisting operational areas.
  • Work closely with the superior to support ongoing daily functions
  • Qualifications

  • Bachelor’s degree in Finance, Statistics, Economics or related studies.
  • Desired MBA or Master in Finance.
  • 3-5 years of experience in financial planning & analysis, budgeting, forecasting, and financial reporting, in a fast-paced, high-growth environment.
  • Strong analytical mindset with a keen attention to detail, a proactive approach to problem-solving and forecasting skills to ensure healthy financial planning and operations control.
  • Understanding of corporate finance, accounting principles, and financial reporting standards (GAAP, NIF).
  • Advanced knowledge of Excel, Google Suite, and data analysis software.
  • Experience with NetSuite, PBCS/Hyperion is a plus. 
  • English advanced for conversational use. 
  • Benefits

  • 100% Company-funded Health and dental and vision discount plan for employees and immediate family members.
  • Life insurance.
  • Phone finance, Headphone, home office equipment and wellness perks.
  • 30 days of Christmas bonus
  • 20 days paid Vacation
  • 50% Vacation premium
  • 13% Saving funds
  • $2,000 MXN monthly grocery coupons
  • $2,000 USD annual Co-working Travel perk
  • $2,000 USD annual Professional Development perk
  • Catered lunches