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 .

Implementation Engineer

Engflow · Auckland

Remote - APAC.

About EngFlow

At EngFlow, we help developers save time by accelerating software builds and tests. Our cloud-based, distributed service optimizes developer workflows through remote execution and caching, improving efficiency, productivity, and product quality.

Backed by top investors, EngFlow is redefining how companies build software and ship well-tested products. Our solutions speed up builds by a factor of 10 or more, while our observability platform provides actionable insights for optimization. Founded by key contributors to Bazel, we build tools that empower engineering teams—from startups to Fortune 500 companies—to enhance developer velocity and improve build performance.

Learn more about our mission, culture, and team: EngFlow | Video

We’re looking for an Implementation Engineer to be the technical voice our customers rely on. You’ll support engineering teams during trials and ongoing use, help them integrate and optimize their build workflows, and collaborate with internal teams to ensure a world-class experience.

Key Responsibilities

  • Serve as the primary technical point of contact for trialing, new, and existing customers—offering guidance as they adopt and scale our platform.

  • Troubleshoot, investigate, and resolve complex issues with build systems, integrations, and environments.

  • Help customers optimize their use of EngFlow’s products and ensure smooth adoption within their developer workflows.

  • Partner with Engineering to surface and track product bugs, performance regressions, and feature feedback from the field.

  • Create and maintain internal and external documentation to improve future support and empower developers.

  • Engage with the broader community via forums, Slack, GitHub, and conferences—representing EngFlow’s voice with empathy and technical clarity.

  • Contribute to a culture of operational excellence through metrics, tooling improvements, and automation.

Requirements

  • 3+ years of experience in software development, technical support, SRE, or developer-facing roles.

  • Strong understanding of developer workflows and build systems (experience with Bazel or Buck/Buck2 is a big plus).

  • Proficiency in at least one programming language (e.g., Go, C++, Java, Python, Rust, or JavaScript).

  • Comfortable in a Linux/Unix environment with experience in tools like Docker, Terraform, or Kubernetes.

  • Familiarity with at least one cloud provider (e.g., AWS, GCP, Azure, or OpenShift).

  • Great communicator—able to explain complex technical concepts clearly in writing and on calls.

  • Experience writing or contributing to technical documentation or internal knowledge bases.

  • Customer-centric mindset with a passion for helping engineers solve tough problems.

  • Bonus: experience working with async communication and distributed teams.

Benefits

We offer comprehensive medical, dental, vision benefits, 401k/pension, parental leave and generous vacation. The team is fully remote but we enjoy meeting together several times a year at exciting destinations throughout the world. We value getting the work done and having fun while doing it, and have done numerous fun team events such as chocolate, whisky, and tea tastings, monthly team games, escape the room, and other fun events.