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 .

Healthcare Systems Partner

Roche · Mumbai

At Roche you can show up as yourself, embraced for the unique qualities you bring. Our culture encourages personal expression, open dialogue, and genuine connections,  where you are valued, accepted and respected for who you are, allowing you to thrive both personally and professionally. This is how we aim to prevent, stop and cure diseases and ensure everyone has access to healthcare today and for generations to come. Join Roche, where every voice matters.

The Position

Job Title: Healthcare Systems Partner

Job Location: Mumbai

The Position

A healthier future. It’s what drives us to innovate. To continuously advance science and ensure

everyone has access to the healthcare they need today and for generations to come. Creating a

world where we all have more time with the people we love. That’s what makes us Roche.

As Healthcare System Partner - Access, you will be responsible for creating the access strategy for

the State Cluster to overcome access barriers in the state’s many ecosystems and deliver superior

outcomes and value for patients in Roche relevant disease areas. As access expert in the team,

lead collaborations with external stakeholders (including government officials, healthcare providers,

public health organizations, NGOs and academia) to co-create solutions for prioritised barriers to

ensure quality patient care. You will be also be responsible for alignment and synergy within the

State Cluster team to shape the Access strategy and contribute to the State Cluster strategy plan.

The Opportunity

  • Bringing Access expertise and strategic insight to the State Cluster Team, leading  the development

    of State Cluster Access strategy and supporting the State Cluster Strategy Plan.

  • Building strategic partnerships with relevant policy makers, influencers, institutions, NGOs, and

    patient organizations to overcome access barriers and support strategic goals

  • Co-creating partnership agreements and strengthen strategic alliance with partners along with other

    functions

  • Leveraging access solutions from the Access centre of excellence  to increase funding and

    healthcare capacity for access to innovation

  • Sharing best practices with Access Partners in other State Clusters and within the State Cluster

    team, transferring learnings & ideas and supporting the delivery of national projects

Who you are

You should hold a relevant Post-graduate degree required, MBBS / MBA / MHA/ MPH / Masters in

Public policy / Masters degree in Communications or equivalent from premier institutes. You should

have minimum 8 years of experience with 5 years of experience in public health, health 

development sector, market access or strategy roles

 

 

Who we are

A healthier future drives us to innovate. Together, more than 100’000 employees across the globe are dedicated to advance science, ensuring everyone has access to healthcare today and for generations to come. Our efforts result in more than 26 million people treated with our medicines and over 30 billion tests conducted using our Diagnostics products. We empower each other to explore new possibilities, foster creativity, and keep our ambitions high, so we can deliver life-changing healthcare solutions that make a global impact.


Let’s build a healthier future, together.

Roche is an Equal Opportunity Employer.