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 .

Senior Backend Software Engineer

Palmstreet · Canada

About Palmstreet:

Palmstreet is the #1 live shopping platform for rare plants, handmade crafts, & unique goods. Founded in 2020 by Instagram and Apple veterans, Palmstreet began as a plant identification app and quickly evolved into a trailblazer in live shopping, beginning with plant sellers. Fueled by a passionate, plant-loving community, we rapidly expanded into new categories to better serve our fast-growing audience.

Our vision is to become the “World’s Online Main Street,” bringing the charm of in-person shopping to engaging, social online experiences. Backed by top Silicon Valley VCs and powered by a nimble, empathetic team, we’ve grown our GMV by 500x in the last 18 months.

As we continue shaping the future of social commerce, we’re looking for talented individuals who are excited to grow with us and join our mission.

The Opportunity:

Palmstreet is looking for a Senior Backend Software Engineer to join the team. As a Senior Software Engineer, you will lead the team on key architectural decisions, work on core user experiences like instant bidding and live interactions, develop scalable architecture to handle millions of users, innovate core features like live streaming and checkout processes, and maintain a reliable deployment pipeline.

Responsibilities:

- Build and maintain robust backend services and APIs that power both web and mobile applications using Node.js and TypeScript

- Work closely with PM, design, and infrastructure teams to build scalable products and services

- Establish self as an owner of a particular component, feature, or system with expert end-to-end understanding.

- Successfully completes projects at large scope while maintaining a consistently high level of productivity

Qualifications:

- BS (or higher) in Computer Science

- Bilingual proficiency in English and Mandarin

- 5+ years experience of building highly scalable and reliable infrastructure

- Payment system experience preferred

- Kubernetes experience preferred

Your Location:

- Remote - Anywhere in the Canada

Compensation:

- Pay Range: $150,000 - $185,000 CAD

- Equity grants will also be provided as part of the total compensation package.

Why Join Us?

- Shape the future of live shopping: Be part of a dynamic team revolutionizing the online shopping experience, combining creativity and technology to create immersive, interactive platforms for sellers and buyers alike.

- Collaborate with industry pioneers: Work alongside a nimble, innovative team, backed by some of the most prestigious VCs in Silicon Valley, with opportunities to influence the product direction.

- Solving complex challenges: You'll take on complex problems that others haven't yet been able to solve, driving innovation and pushing boundaries in your work.

- Thrive in a flat, startup environment: Take full ownership of your projects while working alongside a supportive team that values collaboration and mutual respect.

Our Commitment to Diversity and Inclusion:

Palmstreet is proud to be an equal opportunity employer. We celebrate diversity and encourage applications from everyone—especially those whose identities are traditionally underrepresented in tech. We do not discriminate on race, religion, color, gender expression or identity, sexual orientation, ancestry, national origin, citizenship, age, marital status, veteran status, disability status, political belief, or any other characteristic protected by law.

For roles in Canada, we also comply with the Employment Equity Act.

Application Process:

We’re excited to review your application! If your experience aligns with what we’re looking for, our hiring team will reach out to schedule an initial screening call and walk you through the next steps of our interview process.

While we try our best to respond to everyone, the high volume of applications may mean we’re unable to provide individual updates if we decide not to move forward.

To stay connected and explore future opportunities, follow us on LinkedIn or visit us at https://palmstreet.app/careers.