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 .

Full Stack Software Engineer (China)

Piplabs · Suzhou

About Story
 
Story is a purpose-built Layer 1 blockchain designed specifically for intellectual property. With Story, creators can register IP on-chain and set usage terms in seconds—dramatically lowering the barrier of today’s complex and antiquated IP legal systems.
For example, instead of requiring lawyers and months of negotiation, you could enforce terms like “you owe me 50% of commercial revenue if you use my IP” through the protocol itself.
 
By making IP programmable, Story transforms intellectual property into a transparent, decentralized, global repository—where AI agents, developers, and humans alike can transact, license, and monetize IP with a simple API call.
 
In February 2025, we launched the Story mainnet. As we build out the next era of programmable IP infrastructure, we’re looking for an experienced Full Stack Engineer to help prototype and build end-to-end applications on top of Story.
 
The Role
 
We are seeking a highly versatile Full Stack Engineer with 3–5 years of experience to join our China engineering team. This role is focused on end-to-end application prototyping, spanning frontend, backend, infrastructure, and blockchain integrations.
 
You will build complete, production-grade prototypes and internal tools that interact with Story’s Layer 1 blockchain and smart contracts. Working closely with product, protocol, SDK, and ecosystem teams, you will help translate new ideas into working applications quickly, while maintaining strong engineering fundamentals.
 
This is a hands-on role ideal for engineers who enjoy ownership, rapid iteration, and building across the full technical stack.
About Story
 
Story is a purpose-built Layer 1 blockchain designed specifically for intellectual property. With Story, creators can register IP on-chain and set usage terms in seconds—dramatically lowering the barrier of today’s complex and antiquated IP legal systems.
For example, instead of requiring lawyers and months of negotiation, you could enforce terms like “you owe me 50% of commercial revenue if you use my IP” through the protocol itself.
 
By making IP programmable, Story transforms intellectual property into a transparent, decentralized, global repository—where AI agents, developers, and humans alike can transact, license, and monetize IP with a simple API call.
 
In February 2025, we launched the Story mainnet. As we build out the next era of programmable IP infrastructure, we’re looking for an experienced Full Stack Engineer to help prototype and build end-to-end applications on top of Story.
 
The Role
 
We are seeking a highly versatile Full Stack Engineer with 3–5 years of experience to join our China engineering team. This role is focused on end-to-end application prototyping, spanning frontend, backend, infrastructure, and blockchain integrations.
 
You will build complete, production-grade prototypes and internal tools that interact with Story’s Layer 1 blockchain and smart contracts. Working closely with product, protocol, SDK, and ecosystem teams, you will help translate new ideas into working applications quickly, while maintaining strong engineering fundamentals.
 
This is a hands-on role ideal for engineers who enjoy ownership, rapid iteration, and building across the full technical stack.

Responsibilities:

  • Design, prototype, and build end-to-end applications from frontend to backend, including infrastructure and deployment.
  • Develop user-facing web applications that interact with Story’s blockchain, SDKs, and smart contracts.
  • Build and maintain backend services, APIs, and data pipelines to support application logic and integrations.
  • Design and manage application infrastructure, including cloud services, deployment pipelines, and environment configuration.
  • Collaborate closely with product, protocol, SDK, and ecosystem teams to understand requirements and translate them into working prototypes.
  • Rapidly iterate on ideas, proof-of-concepts, and demos that validate new product directions and ecosystem use cases.
  • Ensure applications are reliable, maintainable, and well-documented as they mature beyond prototype stage.
  • Continuously improve development workflows, tooling, and internal best practices to increase team velocity.
  • Who You Are:

  • Experienced Full Stack Engineer. You have 3–5 years of hands-on experience building full stack applications, from frontend UI to backend systems and infrastructure.
  • Frontend and backend proficiency. Comfortable building modern web frontends and backend services using TypeScript and Python, or equivalent backend experience.
  • Infrastructure-aware. Experience deploying and operating applications in cloud environments. Familiar with CI/CD, containerization, or similar infrastructure tools.
  • Blockchain familiarity. Experience interacting with smart contracts or blockchain systems, or strong interest in learning and working deeply in this space.
  • Rapid prototyper. You enjoy building quickly, iterating often, and owning projects end to end.
  • AI tools proponent. Eager to use AI-assisted development tools to improve productivity, quality, and speed.
  • Strong communicator. Able to work closely with cross-functional teams, gather requirements, and clearly explain technical tradeoffs.
  • Ownership mindset. Proactive, detail-oriented, and comfortable taking responsibility for ambiguous problems and evolving requirements.
  • Languages: English, professional proficiency & Chinese, professional proficiency