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 .

Educator Recruitment Associate - Minneapolis

Zeneducate · Minneapolis

Educator Recruitment Associate - Minneapolis

Minneapolis
US Team /
Teacher Success & Operations (TSO) /
Hybrid
$46,500 - $51,000 a year
Location: Minneapolis - Hybrid (3 days in office)
Type: Full-time
Salary: $51,000 OTE (uncapped)

About Zen Educate:

Zen Educate is a technology company with an online platform that helps match schools with teaching staff (Substitute teachers, Paraprofessionals, etc.) By leveraging technology, our smart algorithms can match teachers to the perfect school and help schools find great teachers.

Zen Educate is on a mission to help the education system as a whole. By improving efficiency and keeping things simple, we can help schools find administrative savings and we promote schools to pass these savings to teachers and increase teacher pay! This helps keep more money within the education system so that the money is used to help children learn and develop.

We care about the teachers as much as we care about the schools. We help both sides improve transparency and communication so schools and teachers are better prepared and can work together effectively! 

We have recently raised our Series B funding of $37mil, the largest round in European EdTech this year. This is an exciting opportunity to make a difference and be part of a high growth start-up that is expanding rapidly in the UK and US markets!

About the role:

The Educator Recruitment Associate will work with our Zen Educate Teacher Success Team. The role will focus on onboarding potential teachers as well as matching applicants to specific criteria based on a school's needs. This is a high-dialing role that will require you to be communicating with applicants throughout the majority of your day to help get them placed in a teaching role as soon as possible.

Your day-to-day responsibilities will be:

- Calling teachers signing up for Zen Educate to quickly qualify, assess preferences, and schedule them in for interviews if they meet our criteria
- Conducting initial phone interviews with applicants to assess their suitability for our open roles
- Gaining a deep understanding of candidates' preferences while identifying the most suitable position
- Building value and excitement around Zen Educate’s mission and how we support in finding them the perfect role
- Helping guide candidates through our screening and document collection process, and diligently following up with candidates that need support throughout
- Building urgency and excitement when speaking with applicants to get them started with Zen Educate as soon as possible
- Working in a fast paced and ever changing startup environment that requires flexibility and adapting to change

We are looking for:

- Confidence on the phone and ability to build rapport with candidates 
- Someone who thrives in a high-performing, goal-oriented environment
- A growth mindset, with a commitment to learning and developing new skills
- Independent and self-motivated, and able to remain resilient through the challenges of a startup environment
- Strong written and oral communication skills
- Comfortable with technology including Google suite
- Experience in customer service, customer success or inbound sales, or experience in education (former teachers looking for a new way to make an impact on education are encouraged to apply)
- New grads are encouraged to apply

What's in it for you?

Work that you want to talk about
Competitive salary
Ownership in the company
15+ days PTO & 10 federal holidays
Fun-loving, tight-knit team solving a problem that makes a difference
Health Insurance

Diversity and Inclusion:

At Zen, we strive to build a culture of equity and inclusion, where everyone is respected, valued and appreciated for their unique traits, experiences and perspectives. We are committed to creating a safe, inclusive and equitable environment where our team can thrive, regardless of age, ethnicity, race, gender identity, sexual orientation, socio-economic status, disability, religion or beliefs. We value our differences and believe that practices of Diversity, Equity and Inclusion help us create a fairer, more compassionate environment for all. 


We welcome applicants with diverse backgrounds and different experiences and perspectives — just like the staff who teach through Zen and the children at the schools we work with. We believe in hiring the best people from the widest pool and creating an inclusive culture where people’s voices are heard and all our team can look forward to coming to work. 


We are committed to building a team that reflects the diversity of our community and promoting an equitable and inclusive environment for all. We seek out diverse opinions, beliefs, and experiences because they collectively make us stronger; we’ve had former teachers, pilots, fundraisers, engineers, lawyers, marketers, social media experts and more join our team.