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 .

Robotics Technician

Osaro · San Francisco

We are searching for a Robotics Technician to support the standardization and integration of industrial controls systems in our Robotics R&D Laboratory. At OSARO we are creating software and machine learning products that are transforming the static robotics industry by endowing industrial robots with Level 4 autonomy. This level of autonomy is needed to perform an extensive variety of useful tasks and integrate tightly with our customers’ complex software environments.

As a Robotics Technician, you will collaborate with our research and software engineers to investigate, analyze and resolve quality issues by conducting audits, analyzing defect trends and leading continuous improvement projects.

You are passionate about what you build, you feel a strong sense of ownership, and you love ever-changing challenges. You care deeply about your team which is why you are direct and you believe in doing what you say.

Compensation: $25 - 35 an hour, perhaps more depending on experience
We are searching for a Robotics Technician to support the standardization and integration of industrial controls systems in our Robotics R&D Laboratory. At OSARO we are creating software and machine learning products that are transforming the static robotics industry by endowing industrial robots with Level 4 autonomy. This level of autonomy is needed to perform an extensive variety of useful tasks and integrate tightly with our customers’ complex software environments.

As a Robotics Technician, you will collaborate with our research and software engineers to investigate, analyze and resolve quality issues by conducting audits, analyzing defect trends and leading continuous improvement projects.

You are passionate about what you build, you feel a strong sense of ownership, and you love ever-changing challenges. You care deeply about your team which is why you are direct and you believe in doing what you say.

Compensation: $25 - 35 an hour, perhaps more depending on experience
More About OSARO

OSARO designs and deploys robotics automation solutions in the materials handling industry using software-defined robotics. OSARO automation systems bring together advanced machine learning for object recognition with powerful control software that adapts to customer data and environments. The company’s robotic piece-picking solution is optimized for grocery, cosmetic, and e-commerce markets, where key challenges include high SKU inventories, complex packaging, and fragile items requiring delicate handling. OSARO Solutions have been validated by the world’s leading retailers, system integrators, and third-party logistic companies.

Some of Silicon Valley’s leading investors, including Peter Thiel, Jerry Yang and Scott Banister have backed OSARO. Our mission is to make robots smarter for a smarter supply chain, and our vision is to build the future of automation. The challenge of building brains for robots on an industrial scale is matched only by our excitement and drive to see the results of our efforts operating in and interacting in real warehouses, factories & fulfillment centers. We implement state-of-the-art techniques but constantly strive to build the simplest possible solution. OSARO is technique agnostic and always focused on the goal. We regularly review academic literature and techniques, while steering clear of hype. We’re focused on delighting our customers with systems that work like magic.

We have a highly international team made up of expert machine learning practitioners and dedicated software and hardware engineers which matches well with the global nature of our business. We are naturally curious, love healthy debate, and respect varying points of view. At OSARO, we strive to be champions for equality. We believe we can serve as a model for diversity in the tech industry by emphasizing policies of nondiscrimination and inclusion at every step.

We are an equal opportunity employer who offers
Health, dental, vision, and commuter benefits
Generous, flexible vacation time
Excellent paid parental leave policy with the option for additional reduced and unpaid leave
The chance to work with robots in a dog friendly office!

The above full-time position is available immediately. You should be willing to move to the SF Bay Area.