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 .

People Business Partner

Apple · Vancouver

Summary

Imagine what you could do here. At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish. The people here at Apple don’t just craft products - they build the kind of wonder that's revolutionized entire industries. It's the diversity of those people and their ideas that inspires the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Join Apple, and help us leave the world better than we found it. A People Business Partner embodies our culture and core values. You will deliver a full spectrum of both strategic and tactical HR support and programs to the organization, from educating clients on compensation practices, labor and employee relations, performance management, and career development, to advising on various management topics.

Description

This is a unique opportunity to serve as a People Business Partner supporting the Americas Retail team at Apple. Your client would be Apple Retail Stores. Your role is hybrid with time working remotely and time spent in stores. The Retail Organization leads a critical and strategic imperative for the company, seamlessly integrating across Apple’s ecosystem, and bringing the highest quality experience our customers expect and deserve.

Minimum Qualifications

7-12 years of experience as a strategic HR partner Experience driving the implementation of talent initiatives, tools, and processes Prioritizes workload and leads multiple projects while adapting to changing needs of the organization Mitigates organizational risk through proactive diagnoses and timely implementation of dynamic solutions Upholds the Apple culture and advocates for the employee experience High emotional intelligence and relationship-building ability Resourceful, inventive, self-motivated and able to independently lead Ability to navigate ambiguity and drive clarity Experience serving as a trusted advisor to leaders, with a proven ability to influence decisions and inspire new ways of thinking Demonstrated success driving people strategies that support business priorities and elevate the employee experience Strong proficiency with workforce data and insights, translating analytics into recommendations that shape outcomes Ability to build respectful, collaborative relationships at all levels — grounded in discretion, empathy, and sound judgment Demonstrated ability to work collaboratively in cross-functional teams, both as a lead and a supporting team member Ability to coach, mentor and advise where appropriate to help employees grow and develop in alignment with business and personal goals

Preferred Qualifications

Bilingual in French (CA) and English Bachelor’s degree in Human Resources, Business, or related field preferred; advanced degree and HR certifications valued Project or program management experience Stay curious: demonstrates a deep curiosity about the untold or undiscovered story