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 .

Platform Engineer: OpenStack

Luxor · Worldwide, Remote

About Tenki

We started Tenki on the belief that compute is the new digital oil. As global demand for compute power accelerates, scalable and tradable compute is set to become one of the most valuable markets of our lifetime. Our goal is to become the leaders in harnessing, refining, and trading compute-unlocking a new asset class for the world’s most important digital resource.

Tenki connects producers of compute with a growing universe of consumers. Producers get transparent pricing, predictable settlement, and access to global demand. Consumers get simple, developer-friendly access to high-quality compute at competitive prices.

We’re currently building the consumer side, starting with GitHub Actions, enabling developers to offload workflows directly through Tenki. Soon, we’ll expand to a broad suite of cloud services like Virtual Machines, Databases, AI Agents, and more.

As we expand, our focus will broaden beyond consumers to include the supply side, enabling producers to offer compute through Tenki and later the development of financial instruments that support a more efficient and tradable compute market.

About The Role

We are looking for a Networking Engineer to join a small but talent dense team building the future of compute markets. Although the role is remote, we need team members who can reliably work within our core time zones in LATAM (GMT-3) or the Philippines (GMT+8) and you should be fully comfortable communicating in English across our globally distributed team. This Position will report to the Tenki Platform Engineer Manager.

In this role, you’ll help build the core infrastructure that powers Tenki’s. You will:

  • Lead the deployment, configuration, and management of multiple OpenStack private cloud platforms across multiple datacenters.

  • Oversee the full lifecycle of OpenStack services.

  • Implement high availability (HA), scaling, and resiliency best practices across the cloud environment.

  • Perform upgrades, patches, and maintenance of OpenStack clusters with minimal downtime.

  • Design and build fully automated, repeatable OpenStack deployment pipelines, with a strong focus on reproducibility and lift-and-shift readiness across datacenters.

  • Contribute to the creation of modular, reusable automation playbooks, roles, and CI/CD pipelines for infrastructure provisioning.

  • Implement Infrastructure-as-Code (IaC) practices using Ansible, Terraform, and Git-based workflows.

  • Document procedures, architecture, and best practices to enhance team knowledge and cross-training.

  • Work closely with infrastructure, networking, and DevOps teams to support cloud-aligned initiatives.

  • Experience with OpenStack Neutron and SDN plugins highly preferred.

About You

  • 3+ years of hands-on experience working in production-grade OpenStack environments (deployment, administration, troubleshooting).

  • 5+ years in platform operations, cloud or infrastructure engineering.

  • Deep understanding of OpenStack architecture, components, and service interactions.

  • Hands-on experience with virtualization technologies such as KVM, QEMU, VMware, or similar.

  • Strong practical knowledge of:

    • L2/L3 networking fundamentals

    • VLANs, bonding, NIC teaming

    • Routing & switching

    • Security groups, firewalls

    • Load balancers, overlays, VXLAN/GRE

  • Experience with monitoring and alerting tools such as Zabbix, Nagios, Prometheus, Grafana, or similar.

  • Ability to integrate logs and telemetry to assist in capacity planning, health-checking, and issue debugging.

We are building a startup within a startup. Tenki was born within Luxor as we expand our vision from mining compute to generalized compute. Learn more about how we work and our principles here.

Important: This role is open to candidates outside the United States only. If you are based in the US, please email your resume and answers to the questions above to [email protected].

At Tenki we believe that meaningful contributions can be made by anyone. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender perception or identity, national origin, age, marital status, protected veteran status, or disability status. Tenki welcomes all!

Tenki does not accept unsolicited headhunter and agency resumes. Tenki will not pay any third-party agency or company that does not have a signed agreement with Tenki.