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 .

FSR Analyst

Pvminc · Various Locations

FSR Analyst

Minimum Secret Clearance Required

Locations: 

  • Miami FL,
  • Bragg NC,
  • Vandenberg CA,
  • CO Springs CO,
  • Hawaii,
  • Las Vegas NV,
  • Newport News VA,
  • San Diego CA,
  • Camp Lejune NC,
  • Washington DC,
  • Shreveport LA
  • Jacksonville FL,
  • Tucson, AZ
  • Fort Walton Beach, FL
  • San Francisco, CA
  • Juneau, Alaska

 

PVM, Inc. is looking for a skilled and experienced Field Service Representative (FSR) Analyst to join our team. In this role, you will partner with implementation teams to design, develop, and deploy advanced technical solutions that address our customers' most complex challenges. As an FSR Analyst, you will work directly with analysts to train and mentor users, troubleshoot technical issues, and create innovative use cases. Whether supporting users on-site worldwide or collaborating with colleagues in our offices, you will be instrumental in driving success and delivering meaningful results.

Responsibilities

  • Deliver one-on-one desk-side training to analysts.
  • Conduct classroom training sessions for analysts and operators.
  • Support the Help Desk by addressing user inquiries and collaborating with the engineering team to resolve technical issues.
  • Provide the engineering team with user feedback to enhance the product.  

Requirements

  • Minimum of Secret Clearance
  • Experience fusing intelligence capabilities in support of operations.
  • Prior experience with Palantir Gotham required. Additional experience with Palantir Gaia and Palantir Foundry is a plus.
  • Strong communication skills with the ability to break down, explain, and demonstrate complex concepts in an easy-to-understand manner.
  • Ability to travel domestically and internationally 25% of the time.
  • Ability to work independently and as part of a team.
  • Strong knowledge of Excel.
  • Military/Special Operation/Law Enforcement experience is a plus.

 

Tools

  • Technical background with working knowledge of HTML, Ruby, Python and/or Java, as well hardware, networks, and server administration.
  • Technical background with working knowledge of Python, Java and/or JavaScript/Typescript.
  • Prior experience with Palantir Gotham required. Additional experience with Palantir Gaia and Palantir Foundry a plus.
  • Strong knowledge of Excel

 

Skills

  • Strong communication skills with the ability to break down, explain, and demonstrate complex concepts in an easy-to-understand manner
  • Ability to travel domestically 25% of the time if needed
  • Ability to work independently and as part of a team.

 

Why PVM?

At PVM, we mean it when we say we value diversity. As a PVM team member, you will work with people from all different backgrounds that are passionate about the problems we solve for our customers and are focused on delivering value for our clients. Our culture encourages problem solving, leadership, and innovation, and creates an environment that will support your professional and personal growth.

PVM delivers digital services that help government agencies unlock the power of their data for good and maximize the value of their technology investments. We design, develop, and deploy solutions to solve mission-critical problems. PVM is a black- and service-disabled veteran-owned small business and was founded by a retired Naval officer out of frustration with the status quo with one goal in mind: to help his fellow Shipmates solve the problems they were facing every day. Today, we continue to be driven by that same goal, and are focused on taking on our clients’ missions as our own to make a difference in the communities we serve.

PVM believes in equal opportunity employment. We won't discriminate against any employee or applicant based on race, gender, nationality, age, religion, disability, military status, or sexual orientation. As a company and as individuals, we're committed to providing an inclusive and welcoming environment for our team, our family members, and our clients.