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 & Strategy Associate

Phia · New York City

Overview

As a Junior Finance & Strategy Associate at Phia, you'll support the financial and operational backbone of a fast-growing consumer technology platform. Working closely with executives and cross-functional teams, you'll help maintain the systems, models, and processes that drive how the business tracks performance, communicates with investors, and makes decisions. You'll operate at the intersection of finance, strategy, and operations — supporting FP&A and accounting while also serving as a reliable partner to internal teams navigating day-to-day business needs. This is a hands-on, early-career role designed for someone who thrives in fast-paced environments, takes ownership naturally, and wants to build a strong foundation in finance and business operations at a scaling startup.


About Phia

Phia has raised $43M from Notable Capital, Khosla Ventures, and Kleiner Perkins to build the AI alignment layer for commerce. In under a year, Phia’s consumer shopping agent has surpassed one million users and partnered with 6,200+ retail brands, representing billions in annual gross merchandise volume. Each month, Phia drives millions of dollars in sales for brands and has achieved 11× revenue growth since launch.

In an era where AI vertical agents are reshaping every industry, commerce is on the verge of a complete transformation. Phia is reinventing shopping from a fragmented, impersonal experience into one that feels intelligent, trusted, and built around each user’s intent. This foundation of trust is our wedge to become the end-to-end shopping destination for the next generation of buyers.

Phia is a lean, high-ownership team building at startup speed. If you want to ship at high velocity and solve complex problems in consumer AI and commerce, this is the place to do it.


Who You Are

  • Detail-Oriented: The small stuff matters to you, not because someone told you it does, but because you genuinely care about getting things right. You read things twice, double-check your work, and take quiet pride in delivering something clean.

  • Reliable + Hustle: You show up, follow through, and don't need reminders. People know that when you're on something, it's handled. You bring energy to the work without making a big deal out of it.

  • Entrepreneurship + Autopilot: You're naturally curious about how things work and why decisions get made. When something's unclear, you figure it out rather than wait for someone to hand you the answer. You're comfortable taking initiative and find it satisfying when you can make something run a little smoother.


What You Own

Finance (50%)

  • Assist with FP&A work by maintaining financial models, pulling monthly and quarterly reports, and helping turn data into clear summaries for the team, including historical analysis and budget forecasting.

  • Support the tracking and analysis of business and financial metrics across revenue, growth, and operations on a weekly, monthly, and quarterly basis, surfacing insights and trends to support decision-making.

  • Help prepare investor materials and update quarterly reports, ensuring everything is accurate, clean, and presentation-ready.

  • Help streamline reporting processes by building more automated and scalable solutions, including leveraging AI tools to reduce manual work.

Operation (50%)

  • Help field cross-departmental operational requests by finding the right information and following through until things are taken care of.

  • Support the tracking and maintenance of company OKRs, keeping progress up to date and surfacing insights to the leadership team.

  • Take on ad-hoc projects across the business and run with them independently.


Qualifications

  • 0.5–2 years of full-time work experience in finance, accounting, consulting, operations, or a related field.

  • Proficient in Excel / Google Sheets and PowerPoint, with the ability to build and navigate a spreadsheet without hand-holding.

  • Excellent communication and presentation skills

  • Highly organized, detail-oriented, and comfortable managing competing priorities

  • Curious, proactive, and adaptable in a high-growth, fast-moving environment

  • Bachelor's degree or equivalent practical experience.

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