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 .

Empower Architect

Cognizant Technology Solutions · United States

Cognizant Technology Solutions is seeking an Empower Architect who could join our team in a permanent role.

*Please note this role is not able to offer visa transfer or sponsorship now or in the future*

Job Description:

o 10+ years of expert experience as a certified Empower administrator, including advanced troubleshooting across multisite enterprise deployments.

o Architect and optimize GxP compliant Empower CDS platforms, ensuring scalable, efficient, and compliant operation across all servers and clients.

o Maintain deep awareness of current and emerging GxP/CDS regulatory expectations and implement forward looking configuration solutions to align with industry trends.

o Provide operational oversight for platform support teams, guiding planned activities, issue resolution, and overall technical direction.

o Lead or supervise the build and configuration of Empower platform servers and clients following validated templates and standardized processes.

o Develop and maintain comprehensive IT and business procedures, SOPs, and training materials for Empower platform operations.

o Design innovative Empower configurations to support evolving business needs and laboratory workflows.

o Collaborate with cross functional IT teams to design, validate, and troubleshoot complex or novel architecture solutions.

o Create and enhance architectural strategies for Empower platforms supporting multiple instruments in pharmaceutical R&D environments.

o Bring desirable experience working in consent decree environments, ensuring high compliance and audit ready system operations.

o Lead and mentor small technical teams, providing supervisory guidance and technical leadership.

o Support complex chromatography data system upgrades in regulated environments, ensuring validation and compliance.

o Develop UAT test cases, coordinate execution, and guide testers through User Acceptance Testing processes.

o Communicate effectively with technical and non technical stakeholders, clearly explaining architectural decisions and system configurations.

Salary and Other Compensation:

Applications will be accepted until Feb 23, 2026.

The annual salary for this position is between $75,000 - $132,000 depending on experience and other qualifications of the successful candidate.

This position is also eligible for Cognizant’s discretionary annual incentive program, based on performance and subject to the terms of Cognizant’s applicable plans.

Benefits: Cognizant offers the following benefits for this position, subject to applicable eligibility requirements:

· Medical/Dental/Vision/Life Insurance

· Paid holidays plus Paid Time Off

· 401(k) plan and contributions

· Long-term/Short-term Disability

· Paid Parental Leave

· Employee Stock Purchase Plan

Disclaimer: The salary, other compensation, and benefits information is accurate as of the date of this posting. Cognizant reserves the right to modify this information at any time, subject to applicable law.