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 .

Principal Operations Architect | Healthcare Operations

Akidolabs · Remote

Akido builds AI-powered doctors. Akido is the first AI-native care provider, combining cutting-edge technology with a nationwide medical network to address America’s physician shortage and make exceptional healthcare universal. Its AI empowers doctors to deliver faster, more accurate, and more compassionate care.

Serving 500K+ patients across California, Rhode Island, and New York, Akido offers primary and specialty care in 26 specialties—from serving unhoused communities in Los Angeles to ride-share drivers in New York.

Founded in 2015 (YC W15), Akido is expanding its risk-bearing care models and scaling ScopeAI, its breakthrough clinical AI platform. Read more about Akido’s $60M Series B. More info at Akidolabs.com.

The Opportunity

Are you driven to help design the systems and strategies that power the future of healthcare? As an Operations Architect, you’ll play a key role in shaping Akido’s operational foundation — supporting scalable processes, integrating modern technologies, and unlocking efficiencies that enable our care teams to focus on what matters most: patient health. This is a high-impact, hands-on role for a builder who enjoys solving complex problems — someone who can think strategically while also diving into the details to help turn vision into reality. If you’re excited by the challenge of improving healthcare operations at scale and growing your impact alongside a strong team, we want to meet you.

What You’ll Do

  • Develop and maintain roadmaps for operational processes and systems, aligning with business objectives and industry best practices.
  • Design, implement, and improve scalable, efficient, and secure operational systems and workflows.
  • Identify bottlenecks and inefficiencies; support process optimization and automation using tools like LLMs, RPA, and other advanced technologies.
  • Support feasibility studies and business case analyses for new initiatives, helping balance risks and benefits.
  • Develop and maintain standard operating procedures (SOPs) to ensure clarity and consistency across business processes.
  • Help set up performance monitoring and productivity tracking across key functions, reporting on KPIs and improvement opportunities.
  • Evaluate and recommend technologies to improve operational efficiency and integrate with existing systems.
  • Collaborate with cross-functional teams to translate business needs into actionable operational solutions.
  • Contribute to a culture of continuous improvement and operational excellence.
  • Support and mentor more junior team members as the team grows, while continuing to develop your own skills.

Who You Are

  • 6–8 years of experience in healthcare operations, process design, or related fields.
  • Experience supporting operational strategy, process improvement, and systems implementation in a fast-paced environment.
  • Strong analytical and problem-solving skills, with the ability to break down and address complex operational challenges.
  • Familiarity with healthcare operations, regulatory requirements, and industry best practices.
  • Experience collaborating with cross-functional teams and contributing to shared outcomes.
  • Technical curiosity and interest in evaluating emerging technologies for operational impact.
  • Excellent written and verbal communication, collaboration, and stakeholder management skills.

Benefits

  • Stock-options package
  • Health benefits include medical, dental and vision
  • 401K
  • Long-term disability
  • Unlimited PTO
  • Life insurance
  • Paid Leave Program
Salary range
$190,000$215,000 USD

Akido Labs, Inc. is an equal opportunity employer, and we encourage qualified applicants of every background, ability, and life experience to contact us about appropriate employment opportunities.