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 .

Manager - Medical Science Liaison

Dozee · Delhi

The Manager - Medical Science Liaison will be responsible for engaging with key doctors and healthcare professionals in partner hospitals. This role focuses on building meaningful relationships with these stakeholders, effectively communicating our research, evidence, and product features, and helping them understand the impact of Dozee’s solutions in enhancing patient safety.
The Manager - Medical Science Liaison will be responsible for engaging with key doctors and healthcare professionals in partner hospitals. This role focuses on building meaningful relationships with these stakeholders, effectively communicating our research, evidence, and product features, and helping them understand the impact of Dozee’s solutions in enhancing patient safety.
About Dozee (www.dozee.health)

Vision & Mission
Saving lives through Connected Healthcare

Develop intelligent technologies, solutions and networks to provide a continuum of care, AI based early warning systems and responses to save lives.

Dozee is India’s leading AI-based contactless Remote Patient Monitoring (RPM) and Early Warning System (EWS), continuously monitors patients and provides early warnings of clinical deterioration, enabling timely interventions and enhancing patient safety in hospitals, nursing facilities and patient homes. "Made in India for the World" solution, Dozee has pioneered the world’s first non-contact blood pressure monitoring system. Trusted by leading healthcare providers in India, the USA, and Africa, Dozee is transforming patient care by improving outcomes and reducing costs.

Dozee is adopted by 300+ hospitals and monitors 16000+ beds across 4 countries. Dozee has monitored over 1 Mn Patients, Delivered 35000+ Life Saving Alerts and Saved 10 Mn+ Nursing Hours. 

Videos
Science Behind Dozee : Ballistocardiography & Artificial Intelligence
100 Dozee deliver 144 life saving alerts and INR 2.7 Cr of saving - Sattva Study
Dozee saves life of a mother at home
Leading Healthcare Game changers work with Dozee
Introducing Dozee VS
Dozee Shravan - A clinical grade RPM service

Dozee in News:


Media House

Date

Article

Bloomberg

Oct 21, 2024

From AI Beds to Remote ICUs, Startups are plugging India's health Gaps

News18

Oct 26, 2024

Now, You Can Remotely Monitor Your Loved Ones in Hospital With Bengaluru Start-Up's 'Shravan'

Analytics India Magazine

Oct 29, 2024

Dozee Harness AI for Personalised Patient Care

ET HealthWorld

Sep 16, 2024

We trust AI everyday - From Google Maps to Smartphones, So why not use it to enhance patient safety in healthcare?

BW healthcareworld

Oct 29, 2024

Dozee's AI-Powered System Predicts Patient Deterioration 16 Hours in Advance

Study published in Frontiers Journal, conducted at King George Medical University, Lucknow highlights the clinical & economical impact of Dozee in Tertiary Center
210 lives saved yearly for every 100 Dozee bed by lifesaving alerts
Saving of INR 2.7 Cr / year for every 100 Dozee beds
10% time taken by nurses


Key Highlights
Founded : October, 2015
Founders :  Mudit Dandwate, Gaurav Parchani
Headquarters : Bangalore, India | Houston, USA
Key Investors & Backers : Prime Ventures, 3one4 Capital, YourNest Capital, Gokul Rajaram, BIRAC (Department of Biotechnology, State Bank of India, and Dinesh Mody Ventures.
Stage : Series A+
Team Strength : 280+
Business : Providing Continuum of care with AI-based contactless Remote Patient Monitoring (RPM) and Early Warning System (EWS) for Hospitals and Home.
Certifications & Accreditations : ISO13485:2016 Certified, ISO27001:2022 Certified, CDSCO Registered, FDA510K Cleared for the flagship product Dozee Vitals Signs (VS) measurement system, SOC2 Type II and HIPAA Compliant
Achievements
Forbes India 30 under 30
Forbes Asia 100 to Watch
Times Network - India Health Awards 2024 for AI innovation in Bharat Healthcare tech
BML Munjal Award for Business Excellence using Learning and Development
FICCI Digital Innovation in Healthcare Award
Anjani Mashelkar Inclusive Innovation Award 2020
Marico Innovation For India Award

To know more about life@dozee, click here


 Disclaimer: 
Dozee is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.” Dozee does not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status or any other basis covered by appropriate law. All employment is decided on the basis of qualifications, merit, and business need. Dozee will not tolerate discrimination or harassment based on any of these characteristics