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 .

Junior Support Engineer

Bracebridge Capital · Boston, MA

Bracebridge Capital, LLC is a leading alternative asset manager with approximately $12 billion of net assets under management.  The firm pursues investment strategies primarily within the global fixed income markets with the objectives of capital preservation and absolute return without significant correlation to equity, interest rate and foreign exchange markets.  Established in 1994, Bracebridge manages private investment funds that serve endowments, foundations, pension funds and other institutional and high-net-worth investors.

Approximately 160 employees operate from our office located in Boston’s historic Back Bay. The entrepreneurial and collaborative culture at Bracebridge rewards and supports motivated, dedicated, enthusiastic and intellectually curious individuals. We believe our firm’s greatest asset is the people who work here.

Bracebridge Capital seeks a Junior Support Engineer with strong analytical and problem-solving skills, for our Application Development group.

The Junior Support Engineer will report to the Application Development Manager and will become the expert on all aspects of our fixed income trading and research application suite.

Primary Responsibilities:

  • Support & Triage
    • Monitor and manage incoming support requests across systems
    • Triage issues based on priority, impact, and business needs
    • Document issues, analysis, and resolution steps
  • Data Analysis & Querying (PostgreSQL)
    • Write complex SQL queries to investigate and resolve issues
    • Analyze datasets to identify inconsistencies, anomalies, and gaps
    • Perform data validation, correction, and reconciliation across systems
  • Application Support & Debugging (C#)
    • Read and understand C# code to troubleshoot application issues
    • Assist in debugging backend services and data pipelines
    • Partner with engineers to identify root causes and implement fixes
  • Technical Contribution
    • Gradually contribute to bug fixes and small enhancements in C#
    • Participate in code reviews and learn engineering best practices
    • Build familiarity with system capabilities and data flows
    • Take ownership of smaller technical tasks over time
  • Collaboration
    • Work closely with engineering and business teams
    • Communicate findings and status updates effectively
    • Develop strong understanding of application tools and workflows
  • Process & Continuous Improvement
    • Identify patterns and propose improvements to reduce support volume
    • Contribute to improving data quality and system reliability

Qualifications:

  • B.A. or B.S. in Computer Science, Electrical Engineering, or similar discipline
  • 0–3 years of experience in a support, data, or junior engineering role
  • Strong SQL skills (PostgreSQL preferred) - ability to write complex queries and debug data issues
  • Working knowledge of C# and object-oriented programming concepts
  • Understanding of relational databases and data modeling
  • Strong analytical and problem-solving abilities
  • Ability to work with large datasets and identify inconsistencies
  • Good communication skills and willingness to collaborate
  • Strong interest in growing into a software engineering role
  • Experience with support/ticketing tools (Asana, Jira, etc.) and familiarity with debugging tools, logs, or APIs, a plus
  • Exposure to distributed systems or backend services, preferred

Current anticipated annual base salary range: $80,000 - $100,000

Base salary within the range will be determined by various factors including but not limited to the individual's experience, skills and qualifications