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 .

Metabolic Health Physician (MD/DO)

Nourish · United States

Background

Nourish is expanding its clinical model to include physician-led services as part of our fully integrated metabolic care offering. We are now accepting applications for Metabolic Health Physicians for both full-time and part-time roles.

In this role, you will help power a deeply coordinated care team - partnering with registered dietitians (RDs), nurse practitioners (NPs), behavioral health therapists, and care operations - to deliver comprehensive, longitudinal support to patients. You’ll provide medical evaluation, diagnosis, and treatment; help guide clinical decision-making across nutrition, lifestyle, and medication pathways; and ensure that patients receive the right intervention at the right time. We handle all administrative, insurance, billing, and scheduling so you can focus entirely on practicing high-quality, thoughtful medicine and supporting meaningful lifestyle and behavior change.

About Us

Nourish was founded to address a fundamental failure in the U.S. healthcare system: the rapid rise of chronic disease, which affects hundreds of millions of Americans and drives the majority of healthcare spending. Despite the clear role of nutrition and lifestyle in preventing, managing, and reversing these conditions, care has remained fragmented and inaccessible. Nourish has built the largest insurance-covered nutrition therapy platform in the country - connecting 5,000+ registered dietitians with patients nationwide through a seamless AI-native experience.

We are now building the next chapter of Nourish: an integrated metabolic care model that brings together nutrition, lifestyle, behavioral interventions, and physician-led medical management into a single coordinated patient experience. This is a unique opportunity to join our founding physician team and help shape the clinical model, define standards of care, and build a next-generation platform that can meaningfully change outcomes for patients. If you’re passionate about metabolic health and excited to transform the healthcare system, we’d love to work with you.

Our Clinical Philosophy

Our approach to care is grounded in meeting patients where they are and using evidence-based practices to drive long-term lifestyle, behavioral, and metabolic change. Our interdisciplinary care team provides personalized, in-depth, and expert-level care to patients from any and all backgrounds. We measure quality of outcomes against each patient’s individual goals, coordinate seamlessly across care teams (RDs, NPs, physicians, outside providers), and continuously refine our approach through data, feedback and innovation. You can read more about our approach here.

Why Join Nourish

  • Be at the forefront of metabolic care - building a patient experience that doesn’t exist today and redefining how that care is delivered
  • Help solve a massive problem - hundreds of millions of Americans have metabolic conditions (diabetes, obesity, fatty liver, heart disease risk) yet most do not receive comprehensive, coordinated care
  • Be a core part of a connected, holistic care team - collaborate closely with other providers, dietitians, and care coordinators to deliver integrated, whole-person care that drives meaningful outcomes
  • Flexible schedule - you can set your own hours (within reason) and practice fully remotely
  • Competitive compensation and benefits - we take care of our clinicians and strive to be the best place in the country to practice
  • Grow as a clinician - you’ll be part of a collaborative, rapidly growing team, with opportunities for professional development, leadership and innovation
  • Focus on patients, not paperwork - our administrative team supports credentialing, billing, patient acquisition, and care-team coordination so you can focus on delivering care

Key Responsibilities

  • Provide direct clinical care to patients using an evidence-based and patient-centric approach to care, demonstrating strong clinical and counseling skills, leading with empathy and kindness
  • Conduct virtual visits and manage a caseload consistent with full-time or part-time role expectations
  • Document patient encounters, coordinate follow-up care, review comprehensive care plans
  • Lead individualized treatment pathways - including labs ordering / monitoring, medication management, lifestyle intervention (nutrition, physical activity, sleep), and specialist referrals as needed
  • Collaborate closely with RDs, NPs, and other care team members to integrate nutrition, lifestyle and medical therapies into comprehensive care plans
  • Use data and feedback to continuously improve care delivery, patient outcomes and team coordination
  • Serve patients with high standards of personal and professional integrity and ethics, with the ability to practice a high level of confidentiality

Qualifications Requirements

  • MD or DO degree from an accredited institution
  • Active and unrestricted medical license (multi-state licensure is strong plus)
  • Experience with telehealth
  • Board certification in Internal Medicine, Family Medicine
  • Fellowship training in Obesity Medicine, Endocrinology, Cardiology, or equivalent experience in metabolic care is strongly preferred
  • Experience managing complex metabolic patients (e.g., diabetes, obesity, metabolic syndrome, fatty liver, dyslipidemia, hypertension) with proficiency in lifestyle and medical therapies
  • Excited to work in a team-based telehealth/virtual care environment
  • Strong clinical judgment, empathy, excellent communication skills, and commitment to evidence-based practice and long-term behavioral change
  • Ability to integrate with a multidisciplinary care team (RDs, NPs, etc.) and leverage technology to support care delivery

Please note that you must be authorized to work and physically based in the U.S. for this position.

Compensation

Hourly rate: $110-150 / hour

Full-time MDs/DOs: Full-time MDs/DOs commit to maintaining a minimum of 30 hours per week (~$165-225K annually at minimum) which makes them eligible for vision, dental, and medical benefits, but can receive additional pay for additional hours (e.g., 40 hours per week equates to ~$220-300K annually). Physicians can scale their hours as desired, with no upper limit on caseload.

Part-time MDs/DOs: Part-time MD/DOs commit to maintaining a minimum of 15 hours per week and are eligible for medical, dental or vision benefits.

More Detail

Why Nourish Exists

Mission Vision Success

Nourish Clinical Philosophy

Originally posted on Himalayas