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 Engineer-

Omakaseai · United States

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Full Stack Engineer

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Think Different. Build Different.  Full Stack Engineer


#1 on ProductHunt. Over 10,000 AI agents generated worldwide within months of launch – that’s our voice AI agent platform Omakase.ai. The product has evolved with major updates including a voice+chat hybrid widget, a smarter recommendation engine, and Shopify integration. Monetization is live, and early ARR is tracking strongly. We’re confident in the trajectory for global impact — that’s why we’re hiring elite engineers to join us from Japan. Let’s scale a Japanese-born AI product globally!


What We Do
 
We’re revolutionizing sales with Omakase.ai – because chatbots just answer questions, but our Agentic Voice AI agents actually close sales.
Our voice-powered sales agents behave like real sales reps – persuasive, helpful, and always on-brand. They provide live product recommendations during conversations, conversation analytics to understand customer behavior, and a smarter scraping engine that learns any website instantly with zero setup required.


As a Full Stack Engineer
 You’ll dive into global AI product development during our zero-to-one phase. You’ll work directly with our CEO and core team from Japan while building for global markets, experiencing AI-driven development with rapid iteration from concept to release. This is your chance to shape the future of sales technology from the ground up in an international work environment that welcomes both Japanese and non-Japanese speakers.


Your Typical Day With Us

  • Take full technical ownership of a key product domain (integration systems, data pipeline architecture, conversational AI engine, or client application layer)
  • Lead end-to-end full-stack development, from front-end interfaces to backend services and data storage
  • Make system architecture decisions designed to scale to millions of concurrent users
  • Provide technical leadership through expertise and execution, without direct reports

What you'll Need

  • 9+ years building production software systems
  • 5+ years building scalable backend services in production environments with Go, plus working knowledge of Ruby on Rails. Equivalent experience with other backend technologies (Python, C#, Node.js, etc.) will also be considered
  • 3+ years building modern web applications with React or Vue
  • Experience with distributed systems design and microservices architecture
  • Global state management in complex frontend applications
  • Production database optimization and query performance tuning
  • CI/CD pipeline design and automated testing strategies
  • Application monitoring, logging, and performance optimization
  • Security implementation across authentication, authorization, and data protection
  • Experience shipping features that measurably impacted business metrics

Technical Environment

  • Backend: Go microservices with Rails BFF layer
  • Frontend: React with TypeScript
  • Data: PostgreSQL with Redis caching
  • Infrastructure: Cloud-native deployment with container orchestration
  • Development: GitHub-based workflows with automated deployment

Preferred Experience

  • Server-side rendering or modern meta-frameworks (Remix, Next.js)
  • Specific state management libraries (Jotai, Zustand, Recoil)
  • Observability tools (application performance monitoring, distributed tracing)
  • High-availability system operations and incident response
  • Experience with AI-assisted development workflows and modern tooling (Cursor, Windsurf, AI-enhanced IDEs)
  • Startup work experience

What makes you stand out 

  • Engineers who understand that chatbots suck and want to build something that actually works
  • Full-stack developers who can cross frontend/backend boundaries and autonomously drive product growth
  • Builders with curiosity and drive to immediately implement new AI/LLM technologies into products
  • Engineers who thrive on startup speed and can push beyond limits

Team & Culture

  • 4-person technical team reporting directly to leadership
  • "Always Be Launching" - rapid iteration with production focus
  • Autonomous execution expected - minimal technical guidance provided
  • Participate in incident response and system maintenance alongside founding team, transitioning to structured on-call rotation as we grow
  • Japanese conversational skills welcome for team collaborati

Interview Process

Application screening → HR interview → Technical interview → CEO interview → Panel interview → Offer

Now is the time to take your code to the world

We're going after the world now, not "someday."
We're excited to create an incredible future with those who share our vibe.

 

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For applicants via our CEO Masa Shimizu’s X account:
Please note that if we receive a high number of applications, we may limit the number of candidates selected for an interview with Masa Shimizu as part of the screening process. We appreciate your understanding and thank you for your interest.

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How many years of experience do you have as a software engineer?*
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This role requires at least 9 years of experience as a software engineer. We appreciate your understanding that candidates with less experience may not meet the qualifications for this position.

Among the projects you've worked on, please tell us about the one you found most interesting. Include any technical challenges you faced, creative solutions you implemented, and your specific role in the project.
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