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 .

General Interest in 86 Repairs

86Repairs · Remote

If you're interested in joining 86 Repairs but don't see a role that fits your skillset, send us your resume!

We'll keep your details on file and be in touch should a role open up in the future that seems to be a fit.

Our Mission 

86 Repairs is improving a largely overlooked and painful problem in the restaurant industry: getting broken things fixed. While other areas in the restaurant technology space have gotten new apps and innovative solutions (think: online ordering, ghost kitchens, point-of-sale), the repair and maintenance space has gone untouched. We’re changing that. Our name comes from the commonly used ‘Eighty-Six that’ in restaurants. At 86, we’re committed to taking the repairs and maintenance off the plates of restaurant owners, operators, and frontline staff. 

Our Community

86 is a tight-knit group of thoughtful, ambitious, and creative folks with diverse backgrounds, working together across a dozen states and  4 countries. We have industry veterans and non-industry folks alike. We are a fully distributed, remote workforce and we will never require team members to work in a traditional office 2,3, or 5 days a week. We believe the strength of our team goes beyond the walls of a cubicle. We gather biannually for team events that include delicious meals at our customers’ restaurants. 

We're looking for sharp people who want to contribute new perspectives to our culture and help us grow. We value folks who are comfortable with rapid change and are excited to build a company with us. We don’t have it all figured out, so we need team members who thrive on new challenges.

It Takes All Kinds…

The only way to build a great company is by hiring talented people with diverse backgrounds and rich life experiences. Those experiences contribute to our culture and help us find creative solutions to the tough problems we're solving. Because of this, 86 is committed to inclusion across race, gender, age, religion, identity, and background in everything we do. 

Historically, women and people of color are hesitant to apply for a role unless they meet every qualification listed in the job description. If you are from an underrepresented background and are uncertain if you're a fit, please apply. We'd rather have one more resume to review than miss the chance to meet an amazing talent.

Compensation & Benefits

  • Salary Range aligned with market
    • Our range fluctuates based on experience; extra points if you have worked at a partner or customer of ours, or in facilities management.
  • Health, dental, vision, disability, and life insurance plans (most covered at 100%)
  • Flex spending account for family and childcare
  • 401(k) plan with 3% matching
  • Unlimited PTO with generous bereavement and sick policies
  • “Check Please” dining benefit: the company pays for you to eat at our customers’ restaurants once a quarter (up to $400 per year!)
  • Mental Health reimbursement fund (up to $100 per year per person)
  • Paid family leave for those starting a family, regardless of gender
  • Equity in the company for every role

Interview Process

We ask every candidate to go through the same interview process to ensure we are equability evaluating folks. That process typically includes:

  • Phone Chat: 30-minutes 
  • Zoom Video Meeting: 45-minutes
  • Peer Panel: 45-minutes 
  • Case Study, Technical Exercise or Mock Pitch: 45-60 minutes