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 Software Engineer

Tycho Ai · Cambridge, MA

About Tycho.AI

Tycho.AI builds autonomy software for unmanned systems operating in GPS- and comms-denied environments. Backed by VCs with unicorn wins and trusted by defense customers, our team is rethinking autonomy from the chip up using modular AI, advanced visual-inertial sensing, and real-time edge compute to unlock next-gen mission capability.

About the Role

We are looking for experienced energetic software engineers to join our growing team building out and delivering on-board and off-board software for state of the art unmanned aerial vehicle products.

As part of the Autonomy Product team you will work closely with high calibre software and hardware engineers to bridge the gap from research to production autonomy systems.

An ideal candidate has experience developing software in a mature collaborative software development environment (ie. with software continuous improvement, simulation and test driven development as well as evaluation pipelines) and is enthusiastic about making a big impact maturing software components into a robust, cohesive, maintainable whole system.

As a software generalist this role spans from going deep implementing specific individual features, creating internal or customer facing interfaces to taking the lead on whole end-to-end capabilities or enabling pipelines.

Responsibilities

  • Design, develop, and optimize software to enable robotics tasks.

  • Design, develop, and optimize software to interface with internal and external stakeholder software.

  • Integrate new capabilities into real-world platforms, bridging research and production.

  • Write and supervise the development of clean, efficient, and maintainable code in C++ and Python.

  • Contribute to robust software development and test pipelines for large-scale dataset based test evaluation and resimulation.

Requirements

  • Bachelor’s or advanced degree in Computer Science, Engineering, or related field.

  • 3+ years of software development experience in C++ environment.

  • Strong coding skills in C++ or Python (ideally both).

  • Strong software engineering architecture, abstraction and design skills.

  • Hands-on experience applying writing software for robotics and/or computer vision applications.

  • Experience with Robotics middleware (such as ROS2 or protobuf), and Linux based software development.

  • Experience with Git, code review, integration testing, CI/CD.

  • Experience with test driven development, evaluation, integration and burndown testing.

  • Experience implementing software interfaces to other onboard or offboard software.

Nice to Have

  • Experience working in autonomous driving or similar robot software development environments.

  • Familiarity with robotic software algorithms SLAM, cameras, sensor fusion and/or motion planning.

  • Experience with interfacing to physical devices, sensors, data exchange/network protocols, and realtime systems.

  • Familiarity with bash and python scripting.

  • Experience with Drone software (such as Ardupilot, Betaflight).

  • Familiarity with defense software platforms such as Android Team Awareness Kit (ATAK).

Why Tycho.AI

  • Be part of a high calibre rapidly scaling startup defining the future of autonomous intelligence.

  • Make a difference, help create the software development culture and ecosystem you want to develop in.

  • Collaborative, high-trust culture that values innovation, execution, and continuous learning.

  • Competitive salary, meaningful equity, and generous benefits package.

Equal Employment Opportunity (EEO) Statement:

Tycho AI is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, disability, genetic information, or protected veteran status.

E-Verify and Right to Work

Tycho AI participates in E-Verify to confirm work authorization in the United States. Applicants must be authorized to work in the U.S. and may be subject to a government security clearance process