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 .

Technical Lead

Devleaps · Hoofddorp , Noord-Holland, Netherlands

At DEVLEAPS, we help teams ship better software with less friction. We're looking for a Tech Lead – Engineering Excellence who thrives at the intersection of hands-on technical leadership and strategic consultancy — someone who can steer architecture decisions in the morning, pair with an engineer in the afternoon, and sit across from a Product Manager at the end of the day to make sense of it all. 

What you'll do 

  • Lead technical direction on client engagements: own architecture decisions, set engineering standards, and ensure solutions are built to last across Kubernetes/AKS, event streaming, CI/CD, security, and AI/ML-ready platforms. 

  • Serve as the trusted technical voice for clients: challenge assumptions, shape roadmaps, and help senior stakeholders understand trade-offs without drowning them in jargon. 

  • Embed as a technical anchor in client teams: guide engineers through design and implementation, raise the collective bar through code reviews, pairing, and structured feedback. 

  • Drive modernisation at scale: supported migrations from on-prem, monolith, and ESB landscapes towards microservices, domain-driven, and event-driven architectures with a clear plan, not just a vision. 

  • Own the technical narrative: facilitate architecture reviews, run engineering workshops, and translate complex system challenges into clear options, trade-offs, and decisions. 

  • Remove what slows teams down: identify systemic bottlenecks in tooling, process, or architecture and work with client leadership to actually fix them. 

You are 

  • A seasoned engineer who has led: you've made architectural calls, mentored engineers, and owned outcomes, not just delivered tickets. 

  • A consultant at heart: you ask before you prescribe, push back with evidence, and know that the best technical solution is sometimes not the first one you thought of. 

  • Comfortable with ambiguity and politics: you can navigate competing stakeholder interests, legacy constraints, and shifting priorities without losing momentum. 

  • A multiplier: you measure success by how much better the team around you gets, not just by what you personally shipped. 

  • Human: you have opinions, sharp questions, hobbies, maybe a questionable taste in snacks. That's fine, we're a little bit geeky and proud of it. 

Requirements

You'll bring 

  • 6–10+ years of software and/or DevOps engineering experience, with at least a few years in a lead or principal capacity. 

  • A track record of leading technical delivery on real-world, complex systems: services, data pipelines, integrations, AI/ML workloads, or platform engineering. 

Engineering foundations 

  • Deep understanding of software design principles, distributed systems, and architectural patterns (DDD, EDA, microservices, API design). 

  • Strong instincts around code quality, testing strategy, observability, and production reliability. 

Cloud & DevOps 

  • Hands-on experience with at least one major cloud platform (preferably Azure), including networking, identity, security, and managed services at scale. 

  • Solid grasp of CI/CD, infrastructure-as-code, and automation. You've built and maintained these, not just used them. 

  • Kubernetes/AKS experience at a level where you can make architectural and operational decisions, not just run workloads. 

Leadership & consultancy 

  • Experience leading engineering teams or workstreams: setting direction, unblocking people, and holding technical quality. 

  • Proven consultancy skills: stakeholder management, facilitating difficult conversations, and delivering clear recommendations under pressure. 

  • Comfortable operating across organisational levels, from pairing with a junior engineer to advising a VP of Engineering. 

How you work 

  • You don't need a methodology religion. You know when to lean on structure and when to cut through it. Scrum, Kanban, something in between: you read the room and help teams find a rhythm that actually works for them. 

  • You've collaborated in messy, multi-team environments with different vendors, different cultures, and different definitions of "done", and you know how to find common ground without losing your standards. 

  • You think in systems, not tickets: you care about how the team works together as much as what they ship. 

Language 

  • Dutch fluent, English professional.