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 AI Success Manager

Offerfit · US (Remote) and Canada (Remote)

OfferFit was founded by ex-McKinsey and BCG math PhDs, and we’re funded by leading Silicon Valley VCs. OfferFit’s AI decisioning engine supports 1:1 personalization for lifecycle marketing campaigns, powered by reinforcement learning AI. This allows marketers to test & improve the performance of their campaigns much faster than before. Customers include leading brands like Brinks Home, Yelp, Chime, Engie, and MetLife, among many others.

Note for Applicants: 

Data shows that men on average apply for a role if they meet 6/10 requirements while women often only do so if it’s 10/10.  We work hard to be clear and specific about what our roles require, and we encourage you to apply even if you don’t check all the boxes!  Applying gives you the opportunity to be considered and we look forward to reviewing your application!

The AI Success Manager is a critical individual contributor role on our growing AI Success team to ensure OfferFit customers are highly successful with the product. In this capacity, you will collaborate closely with different teams, internally and externally, to drive renewals, upsells and expansions. You’ll oversee design and execution of OfferFit use cases, working closely with customers to identify future use cases, and own executive level relationships. You will also contribute significantly to the OfferFit product development process, and act as the voice of our customers. Finally, given the analytical nature of OfferFit’s product and use cases, you will conduct analysis of results and build compelling presentations to communicate customers insights, troubleshoot issues, and showcase OfferFit’s value proposition.

In particular, you will:

  • Support CS Director to build meaningful relationships across our customers’ organization
  • Work with implementation and data science teams to drive the success of AI use cases with our customers
  • Work closely with the OfferFit sales team to drive renewals & upsell opportunities
  • Develop deep understanding of customer business context and pain points to facilitate the strategic mapping of OfferFit value proposition
  • Serve as strategic partners to guide our customers in maximizing business value from their use of OfferFit
  • Conduct analyses (including using Excel, SQL) and provide data-driven presentations on OfferFit’s business impact, use case insights, and guide customers through troubleshooting
  • Synthesize and communicate stories based on customer insights
  • Communicate customer needs to OfferFit’s product & marketing teams to ensure a customer-centric product roadmap

Why is it great: 

  1. Be the face of the company, working alongside our customers to help them succeed.
  2. Lead the AI transformation happening in marketing technology today — OfferFit is at the forefront, so you’ll be in the middle of the action.
  3. Join OfferFit’s fast-paced, supportive, and professional team. We make sure all of our team members are empowered and receive great mentorship and coaching.
  4. Our customers really love working with us! Check out what they have to say about OfferFit here

Who’s a fit: 

  • Entrepreneurial: you take initiative, work around obstacles, and always seek creative ways to get to the next level
  • People person: you build trust-based relationships with external partners, and combine empathy with a willingness to have direct, challenging conversations
  • Analytically-driven: You are able to draw insights from raw data and perform analysis that is helpful and clear to customers
  • Technology enthusiast: you are passionate about new technologies and their potential to impact business-as-usual
  • Structured and organized: you can structure a plan, align stakeholders, and see it through to execution
  • Clear communicator: you are able to express yourself clearly and persuasively, both in writing and speech
  • Prior Strategy Consulting experience preferred. Familiarity with data science or machine learning is a strong plus.

Additional Requirements: 

  • Up to 20% travel for company-wide quarterly gatherings, team offsite workshops, customer meetings, and industry-related events 

The base salary range for this position in the United States is $145,000-$171,000 per year, plus eligibility for additional commission and bonus ranging $40,000-$47,000; with an overall OTE of $185,000 - $218,000 Eligibility for an additional end of year performance bonus, commissions (when applicable) and/or equity options may be provided as part of the compensation package, in addition to a full range of medical, financial, and/or other benefits, depending on the position offered.  Please note that we adjust compensation for non–US countries using a relative cost of labor adjustment between the US and your country of residence.  Applicants should apply via OfferFit’s internal or external careers site.

OfferFit Benefits and Perks:

  • Generous PTO (starting at 25 days PTO per year) and Parental Leave policy (12 weeks paid)
  • 100% remote work environment with flexible hours 
  • Quarterly gatherings where we meet in person in a different city to work together, bond as a team and celebrate our progress
  • Weekly team events (lunch and learns, trivia, virtual escape rooms, town hall and team health “barometer” meetings)
  • Ability to learn and develop from an experienced leadership team (ex-Amazon, McKinsey, BCG, and IBM, among others) who are focused on building a talented, diverse, and inclusive team
  • Dedication to building a strong culture (e.g., team resource groups, weekly recognitions, major life event celebrations, mental health/sustainability days off, etc.)
  • [US Only] Competitive Employee benefits (major medical, vision, dental and LTD) and 401K matching program

OfferFit is committed to a diverse and inclusive workplace. OfferFit is an equal opportunity employer and does not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status.