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 .

Backend Engineer, Reporting Systems - Contract 6mo

Polychaincapital · Remote - San Francisco

Polychain is seeking a Backend Engineer to support our Accounting and Reporting Systems. This contract role is essential to building APIs, managing crypto asset data, and delivering actionable insights for our asset operations team. You’ll focus on data extraction from various crypto platforms, data normalization, and optimizing data accessibility for portfolio management, smart contract vesting, and counterparty exposure.

Key Responsibilities

API Development and Integration

  • Design, develop, and maintain APIs to extract crypto asset data from counterparties and block explorers.
  • Ensure high reliability, performance, and security across all data pipelines.
  • Utilize no-code tools like Retool to build internal dashboards and data interfaces.


Data Management and Normalization

  • Normalize raw data to ensure accuracy and consistency across systems.
  • Implement scalable data storage and retrieval solutions.

Query and Reporting Optimization

  • Write and optimize complex SQL and NoSQL queries to support robust reporting.
  • Ensure data is easily queryable for portfolio insights and operations analysis.

Cross-Functional Collaboration

  • Partner with teams across asset operations, finance, and investments to understand data needs.
  • Build dashboards and reports that provide visibility into smart contract vesting schedules, counterparty exposures, and portfolio positions.

Documentation and Compliance

  • Maintain clear documentation for APIs, data models, and reporting tools.
  • Ensure compliance with data protection and processing standards.

Qualifications

Required:

  • Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field.
  • 3–5 years of experience in backend engineering roles.
    Strong expertise in SQL and relational databases.
  • Proven experience designing and managing APIs.
    Familiarity with blockchain technologies, smart contracts, and decentralized finance.
  • Ability to build backend-powered data visualizations and reporting interfaces.
  • Resourceful and solutions-oriented; comfortable in fast-paced, ambiguous environments.
  • Passion for cryptocurrency and blockchain technology.

Preferred:

  • Experience with Google Cloud (BigTable) or AWS.
  • Prior work in the crypto/blockchain industry.

Competitive Compensation:  $150/hour (dependent on experience).

Polychain is an equal opportunity workplace and is an affirmative action     employer. Polychain does not make hiring or employment decisions on the basis of race, color, religion, creed, gender, national origin, age, disability, veteran status, marital status, pregnancy, sex, gender expression or identity, sexual orientation, citizenship, or any other basis protected by applicable local, state or federal law. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law.