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 .

Medical Partnerships Manager

Mytomorrows · Spain

About myTomorrows 

myTomorrows is a global health tech company dedicated to breaking down barriers for patients seeking treatment options.   

We strive to enable earlier and better treatment access by bridging the gap between those searching for possible options, and the companies who develop them. We work closely with patients, healthcare professionals, trial sites, patient advocacy groups, and BioPharma – connecting key stakeholders in the drug development ecosystem.   

We’ve developed a cutting-edge AI-powered technology platform that simplifies and streamlines access to drugs in development. To support our users and clients, we have a range of industry-expert specialized teams ready to help. Our services include clinical trial patient recruitment, Expanded Access Program management and Real-World Data collection.   

With a global footprint spanning 134 countries, to date we’ve supported over 17,000 patients, 3,000 physicians and 350 sites, earning the trust of 60+ BioPharma companies. In October 2025, we closed a €25M investment with Avego Healthcare Capital to fuel our global ambitions and scale the business.  

Join us in shaping the future of treatment access - making tomorrow’s therapies accessible for people who need them today. 

Revolutionizing access to medical treatments

We're on a mission to enable earlier and better access to treatments and improve the lives of patients. Making it possible for anyone to find and access the best possible treatment options, with the click of a button. Bringing together demand and supply like never before, in one of the world's largest industries. Our patient-centered offering is gaining traction, and with the right team we can go from helping thousands of patients each year, to millions of patients. Do you aspire to be at the forefront of innovation in healthcare and creating the next health tech unicorn? You’ve come to the right place!

The opportunity: Medical Partnerships Manager

As Medical Partnerships Manager for myTomorrows, you are responsible for developing and managing partnerships with hospitals and clinical stakeholders in Spain. You will own the full partnership lifecycle, from initial outreach and relationship building to agreement and ongoing collaboration. In parallel, you will contribute to shaping how we approach market expansion, bringing structured insights from the field into our strategy, product and ways of working.

This role offers a high degree of autonomy and the opportunity to shape how the market is developed. You will define priorities, refine your approach over time, and determine how

best to engage with target sites, working closely with internal teams to ensure successful execution.

What you’ll do in this role:

  • Identifying and engaging target sites, driving outreach and progressing opportunities from initial engagement to signed agreements.

  • Maintaining and growing existing partnerships, owning the relationship end-to-end, ensuring strong execution and internal coordination to maximise impact and visibility.

  • Defining and refining outreach approaches based on market feedback, aligning with Marketing, Design and other teams to support successful delivery.

  • Bringing structured insights from the field to shape product development.

What you bring to the table:

  • Business development, partnerships or account management, with ownership of deals and stakeholder relationships.

  • Strong communication skills in Spanish and English, both written and spoken is required.

  • Either healthcare (hospitals, clinical stakeholders, clinical research) or in B2B tech/enterprise/SaaS environments.

  • Ability to operate with a high degree of autonomy, defining priorities and driving work forward independently.

  • Commercial mindset, with the ability to identify opportunities and progress them into tangible outcomes.

  • Structured and pragmatic approach, with the ability to translate market feedback into actionable improvements

Equal opportunities

myTomorrows is an Equal Opportunity Employer and, beyond upholding discrimination-free practices, we are committed to cultivating a workplace where difference and diversity are protected and celebrated. The best work comes from our best selves, and we go to great lengths in supporting our team members to be just that. 

View full listing