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 .

Clinical Specialist

Stryker · Singapore, Singapore

Work Flexibility: Field-based

What you will be doing:

  • Provide effective technical consultative service to customers before, during and after routine surgical cases 

  • Consistently drive customer and patient satisfaction 

  • Apply product proficiency by ensuring customers comprehend technical specifications and on-label use of products 

  • Case prearrangement and instrument & implant kits monitoring

  • Provide inventory management and invoicing to customers and branch operations

  • Provide surgeons and clinical staff with technical information regarding the use of Stryker products prior to, during and/or after surgical procedures; respond to customer queries and requests.

  • Assist and support workshop and in service

  • Provide consigned and owned inventory management support by delivering, organizing and monitoring inventory of implants and instruments at customer location.   

  • Attend and support routine primary surgical procedures. 

  • Confidently identify and troubleshoot product-related problems and/or issues related to a customer’s application of a product. 

  • Document every incident regarding product performance; assist in preparing reports regarding these product issues according to Company policy and governmental requirements.  

  • Assist in the return/addition of goods resulting from field service issues, stock adjustments, field actions, and administrative processes according to Company procedures. 

  • Ensure that products requiring maintenance and/or evaluation are returned to the branch in a timely manner. 

  • Provide comprehensive product training to colleagues and customers in both one-on-one and in-service settings under the direction of a manager or sales representative.

  • Help drive sales initiatives by assisting with technology upgrades. 

  • Interact with various internal stakeholders (e.g., marketing, product development) concerning products and product application. 

  • Successfully complete initial training/certification program for Orthopaedic Specialists and demonstrate proficiency in products routinely used in specific customer accounts. 

  • Maintain product/instrumentation knowledge and professional skills through internal training, external seminars and other available means. 

Who are we looking for:

  • Diploma in Nursing, or Health Science related fields

  • Certified nurse in Singapore Nursing Board will be a huge advantage.

  • Demonstrated problem solving, communication and teamwork skills, including the ability to drive clear verbal messages regarding technical subjects.

  • Keen learner with positive attitude.

  • Able to work comfortably in operating theatres .

  • Able to work independently in stressful environment and calmly under pressure.

  • Ability to provide accurate, timely and effective customer service.

  • Fundamental Computer Skills.

  • Strong team player with the ability to work harmoniously with a diverse workforce.

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