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 .

Software Engineer, Infrastructure

Clever · San Francisco, CA, OR Anywhere in the Continental U.S.

Clever is on a mission to connect every student to a world of learning. As the leading identity platform for education, more than 111,000 schools worldwide use Clever to power secure digital learning experiences. With Clever’s layered security solutions, schools can protect access and identities for all staff, teachers, and students. With a secure identity platform for schools and a network of leading application providers, Clever is committed to advancing education with technology that works for students everywhere. Clever, a Kahoot! company, has an office in San Francisco, CA, but you can visit us at clever.com anytime.

The Infrastructure team handles platform engineering at Clever. For example, it builds and evolves the internal developer platform that engineering teams use to build, deploy, operate, and monitor Clever’s products. As a member of the Infrastructure team, you’ll create self-service “golden paths” and shared tooling that help teams ship and iterate quickly and safely, while meeting reliability, security, and compliance expectations. You will partner with engineering teams to understand friction points, close gaps in automation and workflows, and continuously improve the developer experience and operational effectiveness across the organization.

A DAY IN THE LIFE:

  • Build and evolve an internal developer platform with clear self-service workflows ("golden paths") that makes it easy for Clever engineers to build, deploy, and scale well-architected applications.
  • Define and maintain standards, templates, and automation that help teams ship quickly and safely without sacrificing reliability, security, or compliance.
  • Collaborate with product engineering teams to understand friction points, gather requirements, and iterate on platform capabilities as an internal product.
  • Provide observability primitives (logging, metrics, tracing, alerting) and opinionated defaults so teams can operate services effectively with minimal toil.
  • Implement multi-region capabilities, including repeatable environment provisioning, resiliency patterns, and fast region failover.
  • Lead resiliency initiatives and implement reliability engineering practices to meet or exceed 99.98% uptime for critical services.
  • Model and reinforce Clever's engineering culture and practices, including collaboration, operational excellence, and continuous improvement. See our blog post on Defining Clever's Engineering Culture.
  • Current and upcoming projects include: migrating services and compute from AWS ECS to AWS EKS and EC2, evolving our internal developer platform to support that shift, and expanding Clever globally by deploying regionally replicated infrastructure to meet customer data-sovereignty requirements.

WHAT WE’RE LOOKING FOR:

  • 2+ years of experience as a Software Engineer including backend work
    • Experience with Go is useful but not required
    • Direct experience using a cloud provider (e.g. AWS, GCP, Azure)
    • Experience with our key AWS Technologies (ECS, DynamoDB, VPCs, Lambda, RDS, Kinesis) helpful but not required
  • Ability to empathize with fellow engineers to understand their pain points and improve their developer experience
  • The desire and ability to learn quickly in order to support the wide range (and ever-changing list) of technologies in use at Clever
  • Design and product sense for building as an internal infrastructure/platform team
  • Commitment to equity and belonging. At Clever, we believe the classrooms we serve and our company’s halls should be spaces that are diverse, equitable, and inclusive. That is why we are committed to building diverse teams, inviting every voice, and creating a safe space for everyone to be their authentic self. By fostering equity and belonging within our circles of influence, we unlock learning for ALL students.

CLEVER BENEFITS AND PERKS:

  • A competitive salary
  • Flexible Paid Time Off
  • Paid Parental Leave
  • Top-notch healthcare, vision, and dental coverage for you and your family
  • Best-in-class mental healthcare service that supports employees' mental and emotional wellness
  • A generous personal development yearly budget which can be used for courses, conferences, trainings, books, and more
  • A comprehensive Learning & Development program that enables employees to enhance their skills, knowledge, and functional expertise
  • Annual company and team events to connect with fun, bright coworkers

SALARY TRANSPARENCY:

The range of our base salary cash compensation for this role for candidates living in the United States, besides NYC and San Francisco, CA, is between $126,000 - $148,000. For candidates living in NYC and San Francisco, CA is between $139,000 - $163,000. All final offers are determined using multiple factors including experience and level of expertise.

Clever does not conduct interviews via text or Telegram. We will never ask for your financial information or reimbursement of equipment of any kind. If you receive any communications regarding employment with Clever that you think might be a scam, please email [email protected].

If you are a resident of Colorado, please note you have the right to redact your age-related information like age, birth date, or dates of schooling.