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 Data Analyst

Safelease · ATX OR NYC

About SafeLease

At SafeLease, we're rethinking how P&C insurance is sold in an age of technological change. We believe the industry's biggest inefficiencies aren't technical problems — they're structural ones. And we're building the team to tackle them.

SafeLease is a profitable insurance business that designs, underwrites, and distributes specialty coverage for commercial property owners and their tenants. Most insurance companies either distribute products or bear the risk — we do both. We back our policies with our own capital, which means we control the full stack: product design, tech, and the speed at which we move. That end-to-end ownership lets us offer customers real flexibility, saving time and money for more than 4,000 properties insured for billions in value nationwide.

We're a team of 70, growing over 100% annually, and we've done it without sacrificing profitability or culture. Here, you'll get high discretion and a wide aperture of problems to solve. We embrace the newest technologies, move fast together, and operate with the intensity of a small company where every person's work is visible. If you're looking for a place to sharpen your craft alongside people who take their work seriously, you'll fit right in.

We’re hiring a Senior Data Analyst, who will be responsible for analyzing and interpreting data related to our commercial real estate products and services. This position will work closely with cross-functional teams, including product development, finance, and marketing, to identify opportunities for revenue growth, pricing optimization, and process automation.

About The Role

Your data-driven insights will inform decision-making and play a vital role in achieving our goal of maximizing the value of commercial real estate assets.

To drive our mission forward, this role will:

  • Develop, implement, and maintain advanced analytics systems that simplify complex data problems into actionable insights.

  • Analyze complex datasets to identify trends, opportunities for growth, and areas for improvement.

  • Analyze data from projects, updates management with progress and makes recommendations based upon team's findings.

  • Create comprehensive reports based on data mining, analysis, and visualization to support business decisions.

  • Build pipelines for data cleaning & data transformation.

  • Communicate with multiple teams to understand their analytical needs.

  • Perform analysis in excel through formulas, v-lookup and pivot tables.

  • Liaise with internal stakeholders to build collaboration and ensure operational activities align with business goals and strategies.

About You

Strong analytic abilities, expertise with data visualization tools, and excellent cross-functional communication skills will be the key to success in this role.

You’ll bring these skills and strengths:

  • Demonstrated experience delivering solutions in any of the following platform-based cloud solutions; SQL, AWS, Microsoft Azure, Snowflake, Databricks, Tableau, or Google Cloud.

  • Project based experience applying predictive and descriptive analytics.

  • Excellent project management, organizing, and planning skills.

  • Proven ability to manage multiple business priority requests and work items, ensuring timely, high-quality delivery aligned with business requirements.

  • Consistent support of existing dashboards and reporting, such as KPI initiatives.

  • Ability to transform raw data into meaningful insights that drive business performance with a proactive approach to analyzing data and identifying growth opportunities.

Why SafeLease?

The tech: Our prospects convert fast because we’re solving real problems and delivering serious value to commercial real estate owners.

The team: We’re a team of seasoned pros and sharp operators who know how to move fast and build smart. High standards, low ego.

The stability: We’re well-funded, growing fast, and we make sure our team shares in that success with competitive pay and equity.

The employee experience: We also offer unlimited PTO, full health benefits, flexible work setups, and the kind of culture where people want to show up to do their best work.



If you don't have all the qualifications listed, don't worry! We understand everyone's career path is unique and still encourage you to apply if you feel this role is aligned with your career trajectory.

Employment at SafeLease is contingent upon a satisfactory verification of a general and criminal background check.