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 .

Product Lead

Armamentsresearchcompany · Virginia, United States

About Armaments Research Company   

Armaments Research Company (ARC) is a technology company dedicated to bringing real-time situational awareness and battlefield logistics capabilities to the warfighter. You will be an integral part of the ARC team managing program execution in support of our innovative and powerful IoT devices to enhance national security.   

Our core offering is the ARC AI-Enabled Weapons Sensor (AEWS), which collects and transmits real-time tactical data to the cloud. This information enables battlefield/tactical awareness and aggregated insights into big data sets that do not exist today. ARC technologies were initially developed in partnership with DARPA and the National Science Foundation and leverage internet-of-things (IoT) technology and machine learning to derive actionable insights and transform operational responses. This novel technology will be deployed at scale to enhance safety, decision-making, and sustainment for the warfighter at the tactical edge. 

What You'll Do

We are seeking a hands-on Product Leader to own the product vision, roadmap, and execution alignment for a defense-focused IoT system operating in real-world ground combat and training environments.  This role is for a doer, not a slide-builder. You will spend time with users, operate the product yourself, make hard prioritization decisions, and ensure the product delivered by engineering solves the right problems under real operational constraints.  You bring deep domain familiarity with U.S. ground combat, training, or operational environments.  You enjoy high activity in ambiguous, constraint-heavy environments.  You have strong ownership mentality, you're laser-focused on outcomes, and you value hands-on orientation favoring direct validation over abstraction.

Role Responsibilities - How You Will Make an Impact

Product Strategy & Roadmap

  • Own the product roadmap and strategy
  • Make clear tradeoffs between scope, timeline, usability, and feasibility
  • Continuously refine priorities as customer needs evolve
Customer Discovery & Validation
  • Drive direct customer discovery through interviews and field observation
  • Personally operate the product
  • Translate real user behavior into actionable insights

Execution Alignment

  • Triage and prioritize customer feedback with engineering and sales
  • Provide clear, implementable product requirements
  • Validate product quality and release readiness

UX & Product Definition

  • Create or guide UI/UX mockups and workflows
  • Ensure usability in high-stress operational environments
  • Act as authority on product behavior
Metrics & Performance 
  • Define success metrics tied to operational value
  • Track performance and adoption

Defense Context & Constraints

  • Navigate defense acquisition and security constraints
  • Balance ideal design with deployment realities

Relevant Skills and Experience

  • Domain experience in U.S. ground combat
  • Hands-on product mindset
  • Comfort with rapid iteration and imperfect information
  • Ability to write clear, implementable and testable requirements
  • Strong cross-functional collaboration skills

Bonus Points

  • Formal product management experience
  • Ability to understand technical tradeoffs
  • Experience with sensor-driven or IoT systems

This position will require access to restricted information and facilities protected under U.S. laws and regulations, including the National Industrial Security Program Operating Manual (NISPOM). Please note that any offer for employment will be conditioned on any required authorization to receive access to such restricted information and facilities necessary to perform the responsibilities of the position.  

Citizenship Verification: This position requires verification of U.S. Citizenship to meet federal government security screening requirements required for this role. The successful candidate must be a U.S. Citizen and otherwise eligible to obtain access to classified information and facilities necessary to perform the responsibilities of the position.  

What We Offer:

Equity Options
401k plan
Employer paid employee medical, dental and vision

12 paid holidays plus Flexible PTO Policy