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 .

Partner Community Manager - Sydney

Classpass · Australia

ClassPass Full-Time Salaried (Global)

At Playlist, life's richest moments happen when people step away from screens to move, connect, explore, and play. We're building the definitive platform for intentional living, connecting people with inspiring experiences in fitness, wellness, and beyond. With popular brands like Mindbody and ClassPass, Playlist empowers businesses and individuals, making it effortless for aspirations to become actions. Join us in reshaping technology's role to foster meaningful, real-world connections.

ClassPass offers thousands of fitness and wellness experiences worldwide, helping people lead active, balanced lifestyles. Our platform makes discovering and enjoying activities simple, personalized, and joyful—whether it's fitness classes, self-care sessions, a healthy lunch, or a new adventure. Join us in shaping healthier, more vibrant communities around the globe.

The Role You’ll Play

We’re looking for an entrepreneurial, commercially minded community leader to strengthen and grow ClassPass’s partner community across Sydney. Reporting to the Regional Director, Sydney, this role sits at the intersection of partner community, partner marketing, and regional brand activation, with a focus on increasing partner engagement and sentiment, and improving marketplace health. You’ll thrive here if you enjoy building programs from scratch, collaborating across teams, and turning partner insights into action.

• Build and run partner community programs and events across Sydney from concept through post-event reporting

• Identify, evaluate, and coordinate event opportunities (conferences, partner-led events, local community moments) where ClassPass should attend, sponsor, or activate

• Create structured partner feedback loops (surveys, roundtables, advisory groups) and translate insights into clear recommendations for Product, Operations, Sales, and Account Management

• Develop partner advocacy by spotlighting high-performing partners through case studies, testimonials, ambassador initiatives, and speaking opportunities

• Support local partner marketing and social amplification by coordinating local social plans and content opportunities that increase partner visibility

• Drive regional brand partnerships and co-marketing initiatives with clear goals, aligned stakeholders, and measurable outcomes

• Partner with PR to identify strong stories, partners, and moments, and coordinate thought leadership opportunities

• Deliver partner appreciation and recognition moments that strengthen sentiment and deepen relationships

 

Experience You Bring

• 3+ years of experience in community management, partnerships, partner marketing, business development, or related roles (ideally within a two-sided platform, tech, lifestyle, or fitness environment)

• Experience planning and executing events, programs, or community initiatives end-to-end, including logistics and outcomes reporting

• Experience building and managing brand partnerships or co-marketing initiatives, including stakeholder alignment and tracking results

• Strong relationship-building and communication skills, with confidence engaging external partners and collaborating cross-functionally

• Comfort operating in ambiguity and building from a blank slate

• A self-driven, highly organised working style, with the ability to manage multiple projects in a fast-paced environment

• Familiarity with the Sydney media and partnership landscape is a plus

Have we piqued your curiosity?

Sound like the role for you? We’d love to hear from you! Even if you’re not 100% sure about potential fit, we still encourage you to apply. We’re looking for the right person, not the perfect series of checkboxes.

The Company is an Equal Opportunity Employer. We highly value diversity at our company and encourage people of all different backgrounds, experiences, abilities and perspectives to apply. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, disability status, or other protected characteristics.

By entering your email and phone number and submitting your application, you consent to receive emails, calls and SMS about your application and other roles at The Company, including by auto-dialer. Message and data rates may apply. Opt-out or text STOP to cancel at any time. If you are a California resident or reside outside the United States then by submitting your application you confirm that you have read, understood, agree and - where applicable - grant your prior, free, informed and express consent for the processing of your personal information, including sensitive personal information, as described in our California Applicant Privacy Notice or International Applicant Privacy Notice (as applicable).

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