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 .

Software Engineer - Frontend (NYC)

Flaglerhealth · NYC Office

Flagler Health is a fast-growing healthtech company transforming how healthcare organizations deliver care through AI-powered workflow automation, remote patient engagement, and chronic care programs. Our platform has already served over 1.5 million patients and is trusted by providers and payers to improve efficiency, lower costs, and drive better outcomes. With a unique freemium model and minimal direct competition, we are poised to capture a large share of the $4.5T U.S. healthcare industry.

Key Responsibilities

Web Application development

  • Build robust frontend applications using Vue 3

  • Work on realtime web application for audio and SMS communications with users (patients)

Required Qualifications

  • Proven experience building highly-available applications in a regulated environment

  • Proficiency with Vue 3, TypeScript

  • Experience interacting with backend APIs written in node, Mongoose, Express, or similar tech stacks

Preferred Qualifications

  • General healthcare tech / SaaS experience

  • Familiarity with HL7 / FHIR / EHR

  • Experience with cloud platforms (e.g., AWS, Azure, or GCP)

  • Familiarity with CI/CD pipelines and version control systems like Git

  • Experience with with monorepo, especially turborepo

Work Environment

  • The team is distributed remotely with regional hybrid offices in NYC and Vancouver, Canada. On-site is not required but encouraged if you are local for team bonding. There are many 100% remote engineers and non-engineers in the company.

  • We have videos on for our weekly team syncs and pair-coding / tech discussion.

Application Process

  • Apply to any one of the postings for this job. All applications from different job aggregators go to one ATS and deduped internally.

  • You do not need to apply to specific job post that specifies location. Different job postings with specific physical locations are made for search optimization purposes. All positions are remote friendly.

  • Interviews:

    • Flagler intro:
      Q&A about who we / you are looking for in a new team member / team

    • Technical assessments:
      2-3 (mix of interview and take home) depending on the candidate level

    • Non-technical interviews with ops & c-suites:
      as many as you would like to get a sense of the company

    • Offer & background check

Our values

This is what you can expect of your teammates at Flagler:

  • Persistence + ownership of outcomes: We wear many hats and aren’t afraid to run through walls to solve hard problems.

  • Personal + professional growth: We push ourselves to learn new things and embrace challenges, even if it means that we sometimes fail.

  • Don’t take things personally: We value and react quickly to constructive feedback.

  • Speed is our ally: In the fast-paced world of startups, we understand the value of moving swiftly. We thrive on the adrenaline of working rapidly.

  • Be Right: We are highly detailed oriented and try to be right, a lot.