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 .

Senior Product Designer

Sweatpals · USA

About SweatPals

Sweatpals is the community-first fitness platform turning workouts into social experiences. Backed by a16z speedrun, Patron, Kevin Hart, Pear VC, and founders of Instacart and Dreamworks Animations, we connect hundreds of thousands of “pals,” hosts, and gyms through events, memberships, and social features. We’re still scrappy at heart, but scaling fast.

We believe working out should be joyful, social, and inclusive - not just a solo grind. From run clubs and beach pilates to pickleball leagues and cold plunge socials, Sweatpals turns everyday workouts into meaningful social experiences.

Sweatpals also gives local leaders the tools to grow their fitness communities from side hustles to full-time, even million-dollar businesses. Hosts use our platform to run their business -- from ticketing and memberships to marketing and community engagement tools.

The Role

We are looking for a Senior Product Designer to join our team at Sweatpals and focus on our Mobile App and SaaS platform. The Product Design team is crucial in our mission to enhance user acquisition, engagement, and retention. Our products support the growth of countless fitness communities and drive the adoption of Sweatpals among users across the globe.

As a Senior-Level Product Designer, you will work closely with the design team, engineers, marketing and customer success team to tackle complex design challenges. You’ll create intuitive, data-informed experiences that engage users, streamline community building, and support our growth goals. This is an exciting opportunity to shape the future of fitness communities worldwide.

You Will Be a Great Fit If You Have:

  • 5+ years of Product Design experience, ideally with a track record of taking consumer products from zero to one and scaling them.

  • Extensive experience designing for web and native mobile apps, particularly in consumer-facing products. Experience with community or social platforms is a big plus.

  • A startup mindset: You are energized by a fast-paced environment, comfortable wearing multiple hats, and committed to maintaining the highest standards of design excellence.

  • A deep understanding of the data-driven design process, with experience in cohort analysis, Amplitude, Google Analutand other tracking tools to inform design decisions is a plus.

  • Top-notch design craft and ability to ideate rapidly and produce high-quality design concepts.

  • Exceptional communication skills to articulate your design decisions, receive feedback, and collaborate effectively across teams.

  • A passion for user-centric design and a knack for balancing business impact with user needs.

  • A growth mindset and comfort with experimentation, learning from both successes and failures.

  • A collaborative, humble approach -- you thrive in feedback-rich environments and enjoy helping others improve.

Why Work at Sweatpals?

  • Impact: Have a significant impact on a fast-growing company in the fitness and wellness space. Work alongside a high-performing, passionate team.

  • Flexibility: We value a balance between performance and freedom. We’re a remote enabled team with a culture that values work-life harmony.

  • Innovation: Take on challenging problems that push the boundaries of user engagement and growth in the fitness industry. Shape the way fitness enthusiasts connect and thrive.

  • Compensation: Competitive salary and stock options based on your experience, skills, and market trends.

Our Values

  • Celebrate Diversity: Different perspectives make us better.

  • Be a Leader: Initiative is a mindset, not a title.

  • Roll Up Our Sleeves: No job is too small when building something big.

  • Embrace the Adventure: We stay curious and see challenges as opportunities.

How to Apply

Please include a portfolio link with examples of product design. Bonus points for context on your role, process, and results. Applications without a portfolio will not be considered.