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 .

Contract Field Occupational Scientist (North America)

Synchron · Buffalo, New York, United States; Dallas, Texas, United States; New York, New York, United States; Toronto, Ontario, Canada

About Synchron 

Synchron’s vision is to build non-surgical brain–computer interfaces at global scale that protect the fundamental human rights of freedom of expression and autonomy. Our first mission is to develop motor decoders that restore the ability of 15 million people with paralysis to interact with the digital world. Our second mission is to develop whole-brain cognitive decoders that enable hundreds of millions of people with cognitive decline to preserve and expand their agency as cognition changes over time. In pursuing these goals, we aim not only to help humans flourish, but also to drive fundamental discoveries in human intelligence. Our team operates at the intersection of healthcare and technology, translating breakthrough research into real-world, safety-critical systems.

Join us in shaping a more connected and accessible future. 

Location: Field-based – Toronto, Canada, NYC, NY; Dallas, TX; Buffalo, NY; (The role does not require all, but seeking qualified individuals open to these locations).

About the Role : Clinical trial, patient-facing neurotechnology field CONTRACT role. 

You’ll work directly with patients, caregivers, and clinical sites—primarily in-home sessions—while acting as a critical link between clinical trial execution, device performance, and data quality. Your work will help shape patient experience, and the datasets that power product development and future clinical insight. 

If you’re energized by autonomy, emerging technology, and meaningful human impact, this role is for you. 

At Synchron, we’re focused on human-centered neurotechnology, delivered in real life. 

Role 

The Contract Field Occupational Therapist will apply both clinical and academic expertise to ensure operational and scientific excellence of Synchron clinical trial research studies. The successful applicant(s) will ensure integrity and rigor in the execution of clinical trial data collection and collaborate effectively both with Synchron’s internal teams and valued study partners.  

Responsibilities 

  • Support the execution of clinical trials, including data collection in the participant’s home environment. 
  • Support the review, analysis, and interpretation of clinical trial data.  
  • Support the development of clinical study data collection best practices. 
  • Apply subject matter expertise to support the preparation of clinical trial related documents. 
  • Disseminate up-to-date subject matter knowledge to the company.  
  • Work effectively with Synchron’s internal teams and external partners, including study sites.  

Skills & Experience 

Required  

  • Hold an occupational therapy degree (e.g., OTR/L, OTD). Other qualifications including (e.g., CCC-SLP, ATP) will be considered on a case-by-case basis.  
  • Prior experience working with clients with severe motor impairment. 
  • Experience with/knowledge of current outcome measures used in occupational therapy clinical practice. 
  • Experience