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 .

Incident Response Expert III

Arsiem · Arlington, VA

About ARSIEM Corporation

At ARSIEM Corporation we are committed to fostering a proven and trusted partnership with our government clients.  We provide support to multiple agencies across the United States Government.  ARSIEM has an experienced workforce of qualified professionals committed to providing the best possible support.

As demand increases, ARSIEM continues to provide reliable and cutting-edge technical solutions at the best value to our clients.  That means a career packed with opportunities to grow and the ability to have an impact on every client you work with. 

ARSIEM is looking for a Cyber Eviction Analyst to support on-site incident response to civilian Government agencies and critical asset owners who experience cyber attacks, providing immediate investigation and resolution. This position will support one of our Government clients in Arlington, VA.
ARSIEM is looking for a Cyber Eviction Analyst to support on-site incident response to civilian Government agencies and critical asset owners who experience cyber attacks, providing immediate investigation and resolution. This position will support one of our Government clients in Arlington, VA.
Clearance Requirement: This position requires an Active TS/SCI clearance and the ability to obtain Department of Homeland Security (DHS) Entry on Duty (EOD) Suitability.
 
Candidate Referral: Do you know someone who would be GREAT at this role? If you do, ARSIEM has a way for you to earn a bonus through our referral program for persons presenting NEW (not in our resume database) candidates who are successfully placed on one of our projects. The bonus for this position is $3,500,  and the referrer is eligible to receive the sum for any applicant we place within 12 months of referral. The bonus is paid after the referred employee reaches 6 months of employment.

ARSIEM is proud to be an Equal Opportunity and Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or veteran status, age, or any other federally protected class.

Responsibilities

  • Serves as hunt and incident response subject matter expert (SME), applying in-depth knowledge on threat actor (TA) tools, techniques, and procedures (TTPs)
  • Distills analytic findings into executive summaries and in-depth technical reports
  • Provide expert support, analysis, and research with only broad direction into exceptionally complex problems and processes relating to the subject matter as it relates to hunt and incident response activities
  • Serves as technical expert on high-level incident response teams providing technical direction, interpretation, and alternatives
  • Exercises considerable latitude in determining technical objectives of an assignment or task at hand
  • Independently develops technical solutions to complex problems that require the regular use of ingenuity and creativity
  • Analyzes incident data and victim environments to recommend targeted mitigations
  • Advise technical personnel on countermeasure implementation and customization
  • Supports internal stakeholders on containment and eradication missions
  • Documents analysis in a standardized knowledgebase for sharing and publication
  • Assists in maintaining branch process and procedure documentation
  • Guides the completion of hunt and incident response activities
  • Minimum Qualifications

  • BS Computer Science, Cyber Security, Computer Engineering, or related degree; or HS Diploma & 7+ years of technical experience in the area of expertise.
  • 5+ years of directly relevant experience in the area of expertise
  • Must be able to travel domestically on short notice
  • Strong understanding of network architecture/security
  • Experience performing cyber incident response
  • Ability to think independently
  • Demonstrates superior written and oral communication skills
  • Must be able to work collaboratively across physical locations
  • Skilled in identifying different classes of attacks and attack stages
  • Understanding of system and application security threats and vulnerabilities
  • Understanding of proactive analysis of systems and networks, to include creating trust levels of critical resources
  • Proficiency with common operating systems (e,g, Linux/Unix, Windows)
  • Preferred Qualifications

  • Experience leading and mentoring technical teams
  • Knowledge of Computer Network Defense policies, procedures and regulations
  • Knowledge of different operational threat environments (e.g., first generation [script kiddies], second generation [non nation-state sponsored], and third generation [nation-state sponsored])
  • Knowledge of system and application security threats and vulnerabilities (e.g., buffer overflow, mobile code, cross-site scripting, PL/SQL and injections, race conditions, covert channel, replay, returnoriented attacks, and malicious code)
  • Network and System administration experience
  • Strong understanding of adversarial tactics/techniques/procedures (TTPs)
  • Experience with Identity and Access Management (IAM) tools
  • Ability to review and analyze Enterprise Architecture (EA) from a security perspective
  • Understanding of cyber defense-in-depth principles
  • Hands-on skill in host/network intrusion detection
  • Ability to perform event correlation 
  • Experience with malicious activity analysis
  • Ability to collaborate with stakeholders at multiple levels within an organization
  • Desired Certifications: One or more
    DoD 8140.01 IAT Level II, IASAE II, CSSP Analyst
    DoD 8140.01 GCIA, GCIH, CSSP Analyst/CSSP Incident Responder
    DoD 8140.01 CEH, CSSP Analyst
  • SANS GIAC GNFA preferred
  • SANS GRID, GICSP, or GCIP a plus