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 .

Senior Technical Business Analyst

Callibrity · Cincinnati

Callibrity is based in Cincinnati, Ohio. This role is hybrid and only candidates within commuting distance to Cincinnati will be considered. 

Callibrity is a developer owned and managed custom software development consulting company that is dedicated to creating quality software using modern technologies and adding unquestionable business value to companies across multiple industries and verticals. We are problem solvers...people who like a challenge and enjoy working with modern tech stacks. We offer an incredibly collaborative culture and enjoy solving complex problems with our clients. 

We are currently seeking a Senior Technical Business Analyst to join our team, with a focus on driving technical clarity, process improvement, and collaboration within the Producer domain. This role is ideal for someone who combines strong technical aptitude with excellent stakeholder communication and the ability to challenge the status quo.

Callibrity Technical Business Analyst:

  • Work directly with key stakeholders at our clients to accomplish shared goals
  • Communicate complex ideas effectively, both verbally and in writing
  • Stay ahead of the curve by exploring new technologies
  • Thrive in an environment where there is close interaction among different roles and teams
  • Are admired by the client as someone they can count on, regardless of title or seniority
  • Act as a technical business analyst, not focused on front-end systems but with a deep understanding of data and backend technical processes. 
  • Perform hands-on data analysis, including querying and interpreting complex data using SQL. 
  • Understand and document data flows, and business rules at the data level. 
  • Utilize tools such as Postman to explore and run API payloads.
  • Support QA by analyzing and comparing payloads (payload diffing) and ensuring requirements are testable.
  • Step into a pseudo-Product Owner role when needed, advocating for business priorities and clarifying requirements. 
  • Foster and support a collaborative culture, bringing energy, accountability, and innovation to the team.

Requirements: 

  • 5+ years of experience as a Technical Business Analyst or in a similar role.
  • Strong command of SQL and experience working directly with data systems and flows.
  • Familiarity with tools such as Postman for API interaction.
  • Proven experience in documenting business rules at a granular level.
  • Demonstrated ability to support QA teams through requirement validation and data verification.
  • Assertive and proactive communicator — not afraid to challenge norms and propose improvements.
  • Experience collaborating with developers, QA, and external vendors.
  • Ability to quickly understand domain complexity and align efforts to broader business and technical goals.
  • Hybrid Schedule (local to Cincinnati, OH)

Benefits of Being a Callibrity Consultant:

  • Health/Vision/Dental insurance effective first day of employment
  • 401k match vested immediately
  • Profit Sharing Bonus
  • Annual professional development stipend ($1500)
  • Quarterly self-organized event stipend
  • Paid parental leave
  • Paid bench time
  • Paid flex time for training, blogging, speaking engagements, and thought leadership
  • 4 weeks paid vacation, holidays (8)
  • Competitive industry salary
  • Lunch and learns
  • Team building events
  • Small company feel with the resources of a sustainable and proven business model
  • High employee retention and satisfaction (One of Cincinnati’s Best Places to Work!)
  • Work-life balance