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 .

Business Analyst

Blackduck · Hybrid, Bangalore

Black Duck Software, Inc. helps organizations build secure, high-quality software, minimizing risks while maximizing speed and productivity. Black Duck, a recognized pioneer in application security, provides SAST, SCA, and DAST solutions that enable teams to quickly find and fix vulnerabilities and defects in proprietary code, open source components, and application behavior. With a combination of industry-leading tools, services, and expertise, only Black Duck helps organizations maximize security and quality in DevSecOps and throughout the software development life cycle.

 

We are seeking a detail-oriented and analytical Business Analyst with expertise in data analysis, scripting, Power BI (PBI), PSA tools and Salesforce (SFDC). The ideal candidate will bridge business needs and technical solutions, leveraging data-driven insights to optimize processes and support strategic decision-making.
 
Key Responsibilities
  • Build and maintain Power BI dashboards for security metrics, vulnerability trends, and operational KPIs.
  • Use SQL and scripting (Python preferred) for data extraction, transformation, and analysis.
  • Configure and customize secure workflows, access controls, and compliance reporting.
  • Analyze PSA & CRM data to identify patterns impacting profitability and operational efficiency.
  • Provide day-to-day operational support for services, business systems and processes
  • Troubleshoot and resolve issues related to data integrity, reporting, and system functionality.
  • Ensure adherence to operational workflows.
  • Process Improvement: Identify gaps in security and operational processes, propose solutions, and assist in implementation.
  • Testing & Validation: Support UAT and ensure deliverables meet both business and security requirements.
  • Maintain clear documentation for requirements, processes, and compliance standards.
Qualifications & Experience
  • Hands-on experience with professional services automation management platforms (Certinia, Teamwork).
  • Proficiency in data analysis and automation: SQL, Python, Excel, BI tools, API Development, DAX, data modeling, visualization best practices).
  • Experience implementing cross-functional cost governance processes and KPIs.
  • 3+ years as a Business Analyst or similar role in software or cybersecurity environments.
  • Proficiency in Salesforce (SFDC) configuration and reporting.
  • Strong scripting skills (Python, R, or similar) and SQL for data manipulation.
  • Excellent verbal and written communication skills for stakeholder engagement
  • Strong problem-solving and critical thinking abilities.
  • Ability to manage multiple priorities in a fast-paced, security-focused environment.
  • Collaborative mindset with attention to detail

Black Duck considers all applicants for employment without regard to race, color, religion, sex, gender preference, national origin, age, disability, or status as a Covered Veteran in accordance with federal law. In addition, Black Duck complies with applicable state and local laws prohibiting discrimination in employment in every jurisdiction in which it maintains facilities. Black Duck also provides reasonable accommodation to individuals with a disability in accordance with applicable laws.

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