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 .

Staff Platform Engineer

TruckSmarter · San Francisco

About TruckSmarter

Trucking moves 71% of freight in America, nearly $900 billion annually, yet the industry remains deeply fragmented and underserved by technology. TruckSmarter is fixing that, starting with the people at the center of it: truck drivers.

We're a team of less than 25 building Dispatch, a vertically-integrated AI-powered product that performs many of the repetitive, time-intensive manual operations so that our users can focus on growing their business. The product is live, drivers are using it, and we're now focused on making Dispatch more powerful for the people who depend on it every day.

The Role

We're looking for a Staff Platform Engineer to build and own the foundation that everything at TruckSmarter runs on. This is a high-ownership, high-impact role on a team of fewer than 15 engineers where you'll define and evolve core systems, drive company-wide developer velocity, and architect infrastructure that supports both our product and our growing AI workloads.

You'll operate across the full infrastructure stack, from setting direction on deployment pipelines and observability frameworks to leading security and reliability strategy and mentoring engineers across the team. At our size, your decisions set long-term technical direction and have immediate, visible impact on both the product and how the team operates.

What You'll Do

  • Define the architectural direction for our core platform, including application frameworks, abstractions, and the systems that every engineer at TruckSmarter depends on

  • Set the standard for how we build, deploy, and operate software across the engineering org

  • Build and maintain reliable infrastructure across AWS (ECS Fargate, RDS, S3, WAF, Redshift, DMS) using IaC (CDK, Terraform)

  • Define and automate deployment pipelines, CI/CD, and observability frameworks

  • Lead security initiatives to ensure compliance, harden systems, and improve access controls

  • Drive incident response and postmortem culture to increase resilience and operational excellence

  • Mentor engineers across the team on reliability, automation, and performance — not just within platform

What We're Looking For

  • 7+ years building and scaling production infrastructure, including setting architectural direction for an engineering org

  • Deep background in AWS (ECS, RDS, VPC, S3, IAM, WAF) and IaC (CDK, CloudFormation, Terraform, or similar)

  • Comfortable with TypeScript and Node.js or similar backend ecosystems

  • Proven ability to establish foundational platform decisions that serve as a basis for other engineers' development

  • Demonstrated ability to lead and influence across teams without relying on org structure

  • Experience at a fast-moving startup where you've had to balance long-term architecture with short-term velocity

  • Demonstrated experience in lieu of a formal degree is absolutely fine

Working Model

We work in-person 5 days a week at our downtown San Francisco office. We believe the best products get built when people are in the same room. Fast feedback loops, real collaboration, and a team that genuinely enjoys working together. If that's how you do your best work, you'll fit right in.

We Offer

  • Full health, dental and vision coverage

  • Daily catered lunch provided in-office, plus dinner covered for anyone working past 6:00pm

  • Commuter benefits

  • Flexible PTO

  • 401k

  • Commuter benefits

We would love to have you be a part of something special, and are excited to review your application.