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 .

IT Business Partner

GE HealthCare Technologies · BeiJing

Job Description Summary

The IT Business Partner acts as a strategic bridge between business teams and IT, ensuring that technology capabilities effectively support business objectives. This role requires strong communication skills, a flexible and agile mindset, interest in emerging technologies such as AI, and the ability to work confidently in a global, matrix organization.

GE HealthCare is a leading global medical technology and digital solutions innovator. Our purpose is to create a world where healthcare has no limits. Unlock your ambition, turn ideas into world-changing realities, and join an organization where every voice makes a difference, and every difference builds a healthier world.

Job Description

Key Responsibilities

  • Serve as the primary IT contact for assigned business functions, deeply understanding their strategies, priorities, and operational needs
  • Partner with business leaders to identify, shape, and deliver IT solutions that create measurable business value
  • Translate business requirements into IT initiatives and coordinate execution with regional and global IT teams
  • Proactively research and evaluate new technology trends, including AI-driven so
  • lutions, automation, and digital transformation opportunities
  • Support global and regional IT programs, including system implementations, enhancements, and process optimization
  • Actively participate in and, when required, lead English-based global meetings, workshops, and stakeholder discussions
  • Ensure IT solutions align with global IT standards, cybersecurity requirements, and healthcare compliance regulations
  • Track project progress, risks, and outcomes to ensure timely and high-quality delivery

Required Qualifications

  • Bachelor’s degree in Information Technology, Computer Science, Business, or a related field
  • 3–5 years of relevant experience in IT Business Partnering, business-facing IT roles, or IT project coordination
  • Strong problem-solving skills with an agile, curious, and flexible mindset
  • Demonstrated interest in AI, data, or emerging digital technologies, with the ability to understand their potential business applications
  • Excellent communication and stakeholder management skills
  • Fluent English (spoken and written), capable of effective collaboration with global teams and senior stakeholders
  • Experience working in a multinational or cross-cultural environment

Plus / Nice to Have

  • Hands-on exposure or project experience related to AI, machine learning, intelligent automation, or analytics platforms
  • Experience supporting or partnering with large-scale enterprise after-sales / customer service organizations, such as service operations, call centers, field service, or technical support teams
  • Experience in the medical device, pharmaceutical, or healthcare industry
  • Familiarity with enterprise systems such as ERP (e.g., SAP), CRM, Service Management platforms, or digital service tools
  • Understanding of global IT governance, data privacy, and compliance frameworks

What We Offer

  • Opportunity to work in a global, innovative healthcare company with strong U.S. headquarters exposure
  • Hands-on involvement in international programs and strategic digital initiatives
  • Competitive salary and benefits package
  • Strong learning, development, and career growth opportunities

Education Qualification

Bachelor's Degree in with advanced experience.

For roles in USA:Bachelor's Degree in with minimum years of experience4years

Desired Characteristics• Collaborate with business and functional partners and t

Inclusion and Diversity

GE HealthCare is an Equal Opportunity Employer where inclusion matters. Employment decisions are made without regard to race, color, religion, national or ethnic origin, sex, sexual orientation, gender identity or expression, age, disability, protected veteran status or other characteristics protected by law.

We expect all employees to live and breathe our behaviors: to act with humility and build trust; lead with transparency; deliver with focus, and drive ownership – always with unyielding integrity.

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.

Additional Information

Relocation Assistance Provided: No