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 .

Technical Project Manager

Doctronic · New York City

Technical Project Manager

Where Medicine Meets Intelligence

Doctronic is the first AI legally authorized to practice medicine. We're processing millions of consultations monthly with 99%+ treatment plan accuracy validated by board-certified clinicians.

About the Role

We're looking for a Technical Project Manager to keep complex engineering initiatives on schedule and moving forward. You'll work directly with our Director of Engineering to manage delivery across multiple workstreams, ensuring our team ships high-quality features that serve millions of patients.

This role requires someone who can operate in the technical weeds while maintaining the big picture. You'll coordinate releases, manage dependencies, unblock engineers, and surface risks before they become problems. Your organizational skills and technical fluency will be critical to our ability to move fast without breaking things in a healthcare environment.

What You'll Do

  • Run sprint planning, stand-ups, and retrospectives that keep teams aligned and productive

  • Track dependencies across multiple engineering workstreams and resolve conflicts proactively

  • Coordinate releases across web, mobile, API, and backend teams

  • Manage cross-team communication and unblock engineers so they can focus on building

  • Track project health using metrics and qualitative signals, surfacing risks early to leadership

  • Document technical decisions, maintain project visibility, and ensure stakeholders stay informed

  • Partner with product managers to translate roadmap priorities into executable engineering plans

  • Facilitate technical discussions and drive decisions when teams need clarity or alignment

  • Maintain project timelines and adjust plans as priorities shift in a fast-moving startup

Who You Are

  • 5+ years of technical project management experience, ideally at high-velocity startups

  • Deep understanding of the software development lifecycle from requirements to deployment

  • Comfortable participating in technical discussions without needing hand-holding

  • Experienced with agile/scrum methodologies and know when to adapt processes for maximum impact

  • Excellent communicator who can translate between technical and non-technical stakeholders

  • Proactive problem-solver who identifies blockers before they slow teams down

  • Detail-oriented with strong organizational skills and ability to manage multiple priorities

  • Collaborative leader who earns trust through competence and follow-through

Nice to Have

  • Healthcare or fintech experience, particularly in regulated environments

  • Familiarity with HIPAA compliance requirements and healthcare software development

  • Engineering background or technical degree

  • Experience managing AI/ML product development cycles

  • Knowledge of mobile app development (iOS/Android)

  • Background in API or platform engineering projects

  • Experience with tools like Jira, Linear, GitHub, or similar project management platforms

Compensation & Benefits

Base Salary: $140K-$180K + Equity

New York City | On-site
Join our NYC team and collaborate directly with engineering, product, and clinical teams.

Equity Opportunities
Share in Doctronic's growth as we transform healthcare with AI.

Comprehensive Health Benefits
We offer comprehensive health, dental, and vision coverage—plus mental health support and flexible time off—because caring for others starts with caring for ourselves.

Building AI That Matters
Join Doctronic and work with cutting-edge AI that's transforming healthcare and helping people make faster, smarter decisions.

Reports To

Director of Engineering