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 .

Production Operator

Myforestfoods · Albany, NY

Have you heard of Mycelium?

It’s the root structure of mushrooms, growing just beneath the forest floor. 

We believe mycelium is the forests’ best-kept secret. With a naturally savory umami flavor and a wonderfully meaty texture, mycelium is a delicious, naturally sustainable option for people seeking a meat alternative. At MyForest Foods, we grow this gourmet mushroom mycelium inside our vertical farm in big, WHOLE pieces that can be sliced up just like traditional cuts of meat. Our first product, MyBacon is winning the hearts of vegans and carnivores alike—and we're just getting started! 

Intrigued? If you’re a motivated, inspired, passionate foodie with a drive to revolutionize the future of food, we should definitely talk.

 

Join Our Team at MyForest Foods as a Production Operator!

Are you passionate about the future of food? Do you want to be part of a revolutionary movement in plant-based alternatives? MyForest Foods is looking for motivated, safety-minded individuals to help produce our flagship product, MyBacon! As a Production Operator, you'll play an essential role in crafting delicious, sustainable, plant-based products that are better for people and the planet.

What You'll Do:

  • Create and Innovate: Process and package raw materials into finished goods, contributing to MyForest’s mission to redefine bacon for the future
  • Quality Matters: Follow stringent quality control and sanitation procedures to ensure our customers enjoy only the highest-quality products
  • Collaborate & Grow: Work closely with a team to meet production goals, participate in exciting product development trials, and even suggest ideas to improve processes
  • Keep It Safe & Sound: Prioritize safety by upholding good manufacturing practices and actively identifying ways to improve safety on the job
  • Detail-Oriented Production: Track inventory, complete daily production records, and handle products carefully to maintain our standards of excellence

What We’re Looking For:

  • Experience in Food Production: If you’ve worked in culinary or food manufacturing, bring your skills to a team dedicated to food innovation
  • Comfortable in Manufacturing Environments: Confident around industrial kitchen equipment and excited to work hands-on in a warehouse setting
  • Team Player with Great Communication: We value clear communicators who thrive in team environments and are also comfortable taking the lead on solo tasks
  • Passion for Plant-Based Food: Excited about the meat-alternative industry and able to bring your knowledge of traditional vs. alternative meats to our team!

What You Bring:

  • High School diploma or equivalent
  • Strong commitment to safety, quality, and cleanliness
  • Ability to work independently or collaboratively, contributing to our shared success
  • Moderate math skills and attention to detail for record-keeping and inventory tracking
  • NYS Driver’s License and reliable transportation to our facility

Why Work with MyForest Foods? Here at MyForest Foods, we’re not just creating food; we’re creating the future. Join us in a dynamic, collaborative, and innovative environment where your work has purpose. Be part of a team that values your safety, growth, and ideas as we shape the plant-based world together.

Ready to Make a Difference? Apply now to start your journey with MyForest Foods!

 

The pay range for this role is based on the candidates' skills and experience. The pay range for this role is $20 - $27 per hour. 

 

If you’re inspired by the potential of mycelium and the promise of a well-fed future, join us! Our team is always seeking passionate problem-solvers and forward-thinking foodies.  You can expect....
  • Immediate benefits (medical, dental, 401k, Employee Assistance Program, PTO starts on day 1!)
  • Multiple voluntary benefit options: vision, life, disability, pet insurance, legal support
  • Paid time off:  vacation, sick, personal, holidays, anniversary vacation, volunteer
  • A highly engaged team
  • Growth opportunities
  • Team bonding experiences