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 Frontend Engineer, Visualization

Foxglove · San Francisco, CA

Build the data infrastructure for robots operating in the real world.

Robotics is moving from research labs into production across factories, warehouses, vehicles, and field deployments. When robots fail, behave unexpectedly, or need to be improved, engineers rely on data to understand what actually happened.

At Foxglove, we build the observability, visualization, and data infrastructure that makes that possible. Our tools are used by robotics and autonomous systems teams to ingest, store, query, replay, and analyze massive volumes of multimodal sensor data from live systems and from production fleets.

About the role

We’re looking for a Frontend Senior Software Engineer who gets excited about solving complex product problems and pushing web technologies to the limit.

At Foxglove, we’re building high-performance, deeply interactive tools for robotics and complex data visualization - far beyond typical frontend framework workflows. If you get excited about streaming massive datasets, pushing browser limits, and crafting workflows that surprise people with what’s actually possible in the frontend, this role might be for you.

Key Responsibilities

  • Architect and build high-performance, dynamic frontend applications that operate on large or real-time datasets

  • Design and optimize complex UI workflows that feel snappy, even under heavy computational load

  • Collaborate with product and design teams to create polished, intuitive user experiences for engineers and technical users

  • Tackle performance bottlenecks across the stack: from JavaScript execution to data transfer and rendering pipelines

  • Contribute to core build systems, framework architecture, and overall app reliability

  • Explore creative solutions for non-traditional browser-based workflows (think: streaming data, GPU-backed rendering, large-scale interactivity)

  • End-to-end ownership over features, working directly with our customers and community to understand requirements

  • Expand your knowledge of the robotics and self-driving industries

  • Work alongside an experienced team on a cutting edge product

What we're looking for

  • 4+ years experience in frontend or full stack engineering roles focused on complex product applications

  • 1+ years experience working in Autonomous Vehicles (AV), or related Robotics companies

  • Strong proficiency in Rust, JavaScript/TypeScript, along with modern frameworks like React

  • Deep knowledge of frontend performance optimization, browser internals, and debugging tools

  • Experience handling large datasets in the frontend—buffering, streaming, or visualizing complex information

  • Familiarity with build tools (e.g., Vite, Webpack, esbuild) and optimizing development pipelines

  • Experience working close to the metal: WebGL, WASM, or web workers is a plus

  • Passion for building technical tools with engineers as the primary users

  • Excellent written & verbal communication skills

  • Deliver high‑quality work efficiently, often in a third of the time most think is possible

  • Ability to self motivate and thrive in a fast-paced, small team environment

  • Bonus points:

    • Experience building Electron-based desktop applications

    • Experience in 2D or 3D visualization

    • C++ experience

What We Offer

  • $300 monthly budget towards commuter benefits or building your personal workspace (remote only)

  • Competitive equity grant in a Series B company

  • Medical, Dental, Vision, and Term Life insurance coverage at 100% for employees and 75% for dependents

  • 401(k) matching up to 4%

  • 4 weeks vacation, plus holidays and winter break

  • All expenses paid company off-sites 1-2× per year

Why Join Us

  • Impact: Own growth at a fast-growing, high-leverage moment for the company.

  • Mission: Accelerate the development of the next generation of robotics and embodied AI.

  • Team: Work with world-class engineers, designers, and researchers passionate about open-source and developer tools.

  • Ownership: Drive initiatives end-to-end, with high autonomy and visibility.