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 .

Staff Software Engineer

River · Remote Americas + Europe

At River we are building the world’s most trusted financial institution to empower people to take ownership of their financial lives through Bitcoin, the world’s only incorruptible digital money. We believe in a future where every person will have bitcoin savings, and every business will have bitcoin on the balance sheet. We obsessively design and build delightful products that help our clients buy, sell, secure, and use Bitcoin.

We are looking for a Staff level candidate who is comfortable across the entire web stack and has experience building and maintaining production systems at scale. This person will be a leader on our engineering team, setting a high bar for quality and acting as a mentor to others. Our web stack consists of Elixir, React, and Postgres.

River is growing quickly and has raised more than $50 million from leading investors, including Goldcrest, Kingsway, Polychain, M13, DG, and Valor. We have also released our company's financials and proof of reserves publicly, so all of our clients and employees can verify the robustness and growth of the business themselves.

What you will be doing

  • Architect and develop new features and products in the Elixir codebase powering our web applications and API

  • Work closely with product management to plan and scope new projects and initiatives

  • Present innovative solutions to senior leadership, aligning engineering initiatives with company goals.

  • Lead and architect technical solutions for highly complex abstract projects, ensuring scalability, performance, and maintainability.

  • Write high-quality, tested code

  • Participate in code-reviews

  • Act as a key influencer in the team’s success, providing mentorship and fostering a culture of excellence. 

  • Proactively identify and eliminate technical roadblocks.

What we look for in you

  • 6+ years of experience in software engineering

  • You have designed, built and maintained production services at scale and understand how to build reliable systems

  • You write high-quality, reliable code and take ownership of systems you work on

  • You have experience developing solutions to ambiguous problems

  • You're excited about what we are building at River

  • You have a solid understanding of web security fundamentals

  • You have a desire to mentor and lift up other members of your team

Nice to haves

  • Fintech experience

  • You have worked with Elixir, React, Kubernetes, and Postgres

  • You have worked at a rapidly scaling company

  • Interest in Bitcoin

Location & Salary

  • 100% remote option available within the Americas and Europe, with offices in SF, NYC, and Columbus 

  • Salary range between $200,000 - $250,000 based on skills and experience (Note: this salary will not be location adjusted, the salary range is the same globally.)

  • Significant equity stock options

  • Medical, Dental and Vision Benefits 

  • Unlimited PTO 

  • Parental Leave separate from regular PTO policy

  • 401k