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 .

Solutions Architect / Engineer

Pumpcareers · San Francisco, CA

About Pump.co

Cloud spend is a whopping $500 billion/yr, the biggest growing expense category for any tech company - tackling these costs requires continuous effort and time from DevOps teams.

Pump is a building the fastest way to save ~60% on cloud spend. Our AI-powered platform not only fully automates savings but we also leverage the power of group buying for even greater discounts. Our mission is to use AI to transform the status quo of cloud cost optimization.
We are backed by Y Combinator and our founding team consists of seasoned entrepreneurs with prior exits. We have a transparent, collaborative and a fast-paced culture that prioritizes winning with a flat organizational structure.

About the Role

We’re looking for a hands-on Solutions Engineer to play a critical role in building our platform and shaping the technical direction of the company. You’ll work across infrastructure, collaborate with engineers, designers, and founders, and directly engage with clients to deliver seamless solutions. This is an early-stage, career-defining opportunity to have a lasting impact on both our product and company vision.

Responsibilities

  • Partner with the sales team to facilitate client onboardings and architecture reviews.

  • Assist clients pre- and post-sale with onboarding and troubleshooting issues on the Pump platform.

  • Collaborate with engineers and designers to build a user-friendly, scalable, and intuitive platform.

  • Define and execute the technical roadmap, balancing innovation with technical debt.

  • Develop, extend, and maintain development processes, tools, and workflows.

  • Contribute to product strategy and roadmap.

  • Design and implement cloud-native infrastructure alongside the team.

Qualifications

  • BS or MS in Computer Science, Engineering, or a related field.

  • 3+ years of experience as a DevOps Engineer, Cloud Engineer, Platform Engineer, or Solutions Engineer, focused on cloud-native infrastructure.

  • Experience in pre-sales or post-sales solution engineering and other client-facing roles.

  • Must-have: Experience with AWS, GCP, and Azure; knowledge of cloud cost and billing is a plus.

  • Experience with Infrastructure-as-Code tools: CloudFormation, Terraform, CDK, etc.

  • Nice-to-have: Kubernetes, Docker, and distributed systems.

  • Certifications in AWS, GCP, Azure, Kubernetes, or Terraform are a plus.

  • Strong communication skills and ability to collaborate across teams.

  • Enjoys prototyping and experimenting quickly.

  • Ability to work full-time in-office, 5 days/week.

Benefits

  • Comprehensive healthcare and dental coverage for you

  • 401(k) plan

  • Generous PTO: 13 accrued days, plus company shutdown December 24—January 1st

  • Free lunch & dinner at the office

  • Annual company-paid retreats

Compensation
$70,000$150,000 USD