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 Network Automation Engineer

Tensorwave · Remote

Our mission at Tensorwave Cloud is to build seamless, secure, reliable, and resilient AI infrastructure at scale, eliminating barriers and challenging the status quo to empower builders and support AI innovation.

About the role

We are seeking Senior Network Automation Engineer to design and build scalable automation systems for deploying, managing, and operating large-scale AI network fabrics.

This role blends networking expertise with software engineering and CI/CD discipline.

Responsibilities

  • Design automation for network deployment and lifecycle management

  • Build validation, testing, and reconciliation workflows

  • Develop CI/CD pipelines for network changes

  • Support large-scale Ethernet fabric growth

  • Integrate NetBox as a source of truth

Required Experience

  • Bachelor of Science in Computer Science, Computer Engineering, or a related technical field, or equivalent practical experience

  • 5+ years of experience in network automation

  • Demonstrated expertise in Python, Go, or Rust

  • Expertise in Automation and related tooling - Ansible, NetBox

  • Experience with CI/CD pipelines and Git-based workflows

  • Multi-Vendor Experience - Juniper, Cisco, Arista, Whitebox

  • NOS Experience - Junos, IOS/IOS-XE, NX-OS, EOS, SONiC

  • Experience with Zero Touch Provisioning

Preferred Experience

  • 100G+ environments

  • AI, GPU, or HPC exposure

  • Experience with scale-up and scale-out architectures

  • Experience managing very large Ethernet fabrics

  • Experience with large edge and ingress networks

What We Bring

  • Mission driven company

  • Competitive Salary

  • Stock Options

  • 100% paid Medical, Dental, and Vision insurance

  • Flexible PTO

  • Paid Holidays

  • 401(k)

  • Parental Leave

  • Flexible Spending Account

  • Short Term Disability Insurance

  • Life and Voluntary Supplemental Insurance

  • Mental Health Benefits through Spring Health

We’re looking for resilient, adaptable people to join our team, people who believe in the mission and think at massive scale. The solutions that worked on a handful of devices will not work at Exascale. Be prepared to be pushed daily, to learn a lot, and literally build the future.

Tensorwave is an equal opportunity employer, committed to fostering an inclusive and supportive workplace. All qualified applicants and candidates will receive consideration for employment without regard to race, color, religion, sex, disability, age, national origin, or veteran status.