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 .

Mechatronics Hardware Engineer

Quilt · Redwood City, CA

Our mission is to move humanity off of fossil fuel heating. 20% of US global warming emissions come from homes (that's more than cars!). The largest driver of home emissions is burning fossil fuels for heat. To stop climate change, over 80M US homes need to transition from combustion to efficient, electric heat pumps over the coming decades.

We believe for this to happen the world needs fantastic products that are easy and desirable to purchase. Today's heat pumps lack great design, make limited use of software, and are difficult and stressful to adopt. We are building a next generation, beautifully designed, smart home heating and cooling system that is 10x better than what is on the market today.

Role

Quilt is hiring a Mechatronics Hardware Engineer to play a key, cross-functional role in both ensuring the quality of our current product line and developing our next-generation products. 

We are looking for an enthusiastic builder who thrives at the intersection of mechanical, electrical, and software engineering. The ideal candidate will be passionate about hardware development and writing software to validate hardware and sensor performance.

Minimum Qualifications

  • Bachelor's degree in Electrical Engineering, Mechatronics, or equivalent experience.
  • Strong hardware prototyping skills. Proven record of projects using Arduino, Raspberry Pi, or equivalent.
  • Some experience designing, debugging, and validating embedded systems
  • Some experience writing Python scripts to interface with hardware
  • Strong problem-solving and analytical skills, with the ability to develop tests to debug complex issues and propose effective solutions.
  • Excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams.
  • Able to self-guide, identify problems and propose & implement solutions, to move towards a shared goal.
  • Passion for electrification and home automation.
  • Strong mission alignment around climate and decarbonization.

Preferred Qualifications

  • Ability to design simple PCBAs and bring them up
  • Ability and eagerness to move across disciplines jumping into ME, EE, and software where needed
  • Experience with data processing, visualization, and presentation

Responsibilities

  • Design, build, and run tests to validate product design, including the hardware and software needed
  • Help design tests needed on manufacturing line to ensure hardware built meets product specifications
  • Collaborate with cross-functional teams including product managers, hardware engineers, and data scientists to understand system requirements and translate them into testing specifications
  • Analyze data and present it concisely to inform product design decisions / changes

Compensation & Benefits

This is a full-time, onsite position in our Redwood City office with an expected salary range of $100k - $125k, depending on experience.  In addition to base salary, Quilt also offers meaningful equity and top-tier health benefits.

Relocation assistance is not available for this role.

Don't meet 100% of the requirements?  That's okay, apply anyways!  If you're excited about this role and think you could bring something unique to the team, we encourage you to apply—even if your experience doesn't match perfectly.  We'd love to hear from you.

About Quilt 

At Quilt, we’re on a mission to make clean, efficient heating and cooling accessible to everyone — and we know that heat pumps can play a big role in creating healthier, more climate-resilient homes. But the reality is, climate change and outdated energy systems don’t impact everyone equally. That’s why we’re building a diverse, inclusive team — because we believe the best solutions come from people with different lived experiences and perspectives. We welcome teammates of all races, ethnicities, genders, identities, abilities, and backgrounds, and we’re committed to creating a workplace where everyone feels empowered to shape the future of climate tech.

Need accommodations during the hiring process? No problem — just let us know. We’re here to support you. ([email protected])