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 - Platform Engineering

Spec · San Jose, CA

Join the team that's redefining how the world's largest brands fight online fraud. Our first-of-its-kind technology detects a cybercrime by scanning Internet traffic in motion, enabling online ticketers, retailers, and marketplaces to proactively identify fraudulent users and bots. Spec is searching for a Senior Software Engineer - Cloud Infrastructure to join our team in building the cloud platforms and infrastructure that are revolutionizing the fight against online fraud.

You will join our DevOps Engineering team to drive the strategy, architecture, implementation, and operation of Spec's platform. You will collaborate with product development and customer success teams on a daily basis to shape the tools, systems, and processes which enable us to protect and serve the largest enterprises on the internet. Finally, you will work together on a small team of close-knit professionals to collaborate over strategic vision and tactical execution for a first-of-its-kind technology platform.

Why Spec?

Spec is a venture-backed startup with a people-focused culture and a mission to fight crime on the internet. Our unique platform solves enterprise-scale problems related to finding bad actors and protecting good users on the web. Our team is small but growing fast, meaning that each team member will make a significant impact and affect the future direction of our company. We accomplish this partly through working exclusively with modern technologies across the stack (Rust, TypeScript, GraphQL, Terraform, Kubernetes, AWS, etc.) to build a scalable product and maintain a healthy development experience. Spec is a value-driven company looking to develop and support a team of engineers who want to enact change and solve interesting problems.

Our Values

Our values inform everything that we do. A company consists of people, not employees, and this idea is core to the heart of our team. We operate with empathy, transparency, and honesty in all internal and external interactions. We maintain a constant focus on learning and growth, both at an individual and organizational level. We actively seek out diverse perspectives to drive new ideas and empower innovation. Read more about our values on our company website.

The role will include:

  • Design, implement, and operate core, end-to-end elements of the platform, including:
    • Cloud infrastructure.
    • Networking strategies.
    • Software delivery.
    • Environment management.
    • Observability, monitoring, and alerting.
    • Load, failure, and security testing tools.
    • Incident tooling and management.
    • Platform performance and scalability.
    • Developer experience.
  • Collaborate with product development teams to accomplish shared goals and projects.
  • Engage in code review to collaborate over changes made to our platforms and tools.
  • Create, refine, automate, and optimize processes to reduce operational toil.
  • Mentor and train new team members as the company continues to grow.
  • Lead projects and initiatives from the strategic roadmap and tech debt backlog.
  • Factor in security, privacy, and compliance when designing platforms with sensitive data.
  • Participate in shared on-call rotations and incident response activities with the rest of the engineering organization.
  • Support customer-facing teams and their needs as necessary.
  • Contribute to strategic team planning in order to drive forward company and organizational goals.

What Skills Are Relevant

  • Professional experience working in mixed DevOps environments focused on strategic development and operations.
  • Professional experience as an individual contributor to front and backend systems(Typescript, Postgres, UI frameworks, Rust).
  • Experience working with cluster-based cloud platforms (Kubernetes, Docker, Helm, Nix, etc.).
  • Experience designing and building cloud platforms using public cloud provider services (AWS, GCP, Azure).
  • Experience building automated CI/CD pipelines and processes for code and infrastructure deployments (GitLab, Terraform, Argo CD).
  • Professional experience working with infrastructure-as-code and configuration-as-code tools (Terraform, CloudFormation, TerraGrunt, Helm, GitOps).

Job Perks

  • Company-paid health care for you and your dependents (medical, dental, and vision)

  • Unlimited PTO

  • 401k

  • Company wide holiday break to end the year

  • Home office reimbursement

  • Learning reimbursement

  • Quarterly Innovation Weeks

  • Frequent opportunities for growth in many directions

  • Happy hours, game days, holiday parties, off-site events

  • Hybrid work setup(3 days a week in San Jose)

 

The following compensation range represents potential salary for the candidate(s) who fill this position. Placement within this range is based on relevant skills and experience assessed during the interview process. This position may also include equity and/or bonus compensation, ask your recruiter for more information.
Salary Range
$160,000$180,000 USD