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 .

Senior Software Engineer - Paris

Hcompany · Paris

About H:
H exists to push the boundaries of superintelligence with agentic AI. By automating complex, multi-step tasks typically performed by humans, AI agents will help unlock full human potential.

H is hiring the world’s best AI talent, seeking those who are dedicated as much to building safely and responsibly as to advancing disruptive agentic capabilities. We promote a mindset of openness, learning, and collaboration, where everyone has something to contribute.

About the Team: The Product Engineering team is responsible for developing H’s Enterprise Platform, providing all the tools and services to support critical operational use-cases for our customers. Our platform includes key services, from executing computer-use agents at scale, to orchestrating complex workflows and providing a complete observability, troubleshooting and evals suite of tools. Our Product Engineering team is at the heart of our company’s development, bridging the gap between AI research and real-world impact, and works closely with all parts of the organization.

Key Responsibilities:

  • Define and lead technical architecture, design, and long-term engineering roadmap.

  • Develop and maintain complex, high-performance, and scalable systems.

  • Mentor and guide engineers across multiple teams, fostering technical excellence.

  • Conduct thorough code and design reviews, ensuring quality and security best practices.

  • Collaborate with Research, Product, and other stakeholders to deliver impactful solutions.

  • Drive improvements in system reliability, scalability, and observability.

  • Establish and enforce engineering standards, tooling, and processes.

  • Champion technical innovation and proactively address technical debt.

Requirements:

  • Technical skills:

    • Previous demonstrable role(s) as Senior Software Engineer with relevant set of responsibilities and achievements

    • Strong 5+ years of experience in backend development (Python & Golang preferred)

    • In-depth experience with distributed systems or cloud computing, preferably in AWS

    • Experience building and shipping end to end solutions

    • Experience building APIs (REST and/or GraphQL) and integrating with external services

    • Expertise in relational and non-relational databases

    • Experience working with message queueing technologies (SQS/RabbitMQ/Kafka/etc.)

    • Solid understanding of coding standards, architectural patterns and test frameworks

    • Expertise in instrumentation, observability and monitoring

  • Soft skills:

    • Mentorship & Influence - You inspire and elevate engineers across teams - you are a true force multiplier.

    • Cross-Functional Communication - You communicate effectively with engineers and business leaders, switching between technical and business contexts.

    • Technical Leadership – You are able to guide teams through complex technical decisions, balancing short-term delivery with long-term architectural health.

Location:

  • Paris or London.

  • This role is hybrid, and you are expected to be in the office 3 days a week on average.

  • Please expect some travel between offices on a reasonable cadence (e.g., every 4-6 weeks).

What We Offer:

  • Join the exciting journey of shaping the future of AI, and be part of the early days of one of the hottest AI startups.

  • Collaborate with a fun, dynamic, and multicultural team, working alongside world-class AI talent in a highly collaborative environment.

  • Enjoy a competitive salary.

  • Unlock opportunities for professional growth, continuous learning, and career development.

If you want to change the status quo in AI, join us.