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 .

Quality Control Lead

Misfitsinternaljobs · Walnut CA

Misfits Market is a mission-driven, high-growth startup dedicated to reducing food waste and making shopping for sustainable, high-quality groceries easier and more affordable. We deliver organic produce, high-quality meats and seafood, plant-based proteins, dairy, bakery, wine, and other grocery items to nearly every zip code in 48 states at up to 30 percent off traditional grocery store prices. In 2022, Misfits Market acquired sustainable e-grocer Imperfect Foods and now leverages its in-house transportation network to deliver directly to consumers with one of the most carbon-efficient grocery delivery models on the market. By tackling inefficiencies in the food system, our passionate and motivated team of problem solvers helps save an average of 500,000 pounds of food per week from waste or lesser outcomes, with an all-time savings of 190+ million pounds of food

As Misfits we support our customers and mission by embracing our core values of:

Prioritizing our Customers                            

Doing more with less

Thinking Differently         

Respecting one another                             

Moving deliberately and quickly                   

Taking initiative and delivering 

 

How you’ll support our operations:

At Misfits Market, our customers choose us for what we - quite literally - bring to the table: foods that may look a little different but are still fresh and safe to eat. The Quality Control Lead performs quality checks at all touch-points in the product's journey through the warehouse including inbound, storage, production line, and outbound boxes. They are the first person to review study data, so attention to detail and a knack for problem-solving are essential. 

The Quality Control Lead reports to the Quality Supervisor and is an important member of the operations team. By prioritizing food safety in the warehouse, your expertise ensures that our customers continue to receive the high-quality, delicious, and affordable food they love.

What we offer you: 

  • Comprehensive medical, dental, and vision insurance
  • 401(k) 
  • Annual Misfits grocery box credit of $1200 paid in weekly installments
  • Life insurance
  • Paid vacation time
  • Paid holidays 
  • Paid sick days
  • Commuter benefits
  • Hourly Rate: $21/hr. 
  • Tuesday to Saturday 7am - 330pm

What you’ll be doing:

  • Maintains a safe and healthy work environment by following standards and procedures; complies with all state and local regulations for a food-based facility.
  • Performs frequent QC Inspections on produce and grocery products throughout the warehouse, removes and documents any items that fail inspection. 
  • Documents and maintains legible, accurate records of all food products in the warehouse including discarded and damaged products from various departments. 
  • Responsible for validating the quality and accuracy of inbound deliveries, including temperature and pressure checks. Maintains databases and internal spreadsheets with current data. 
  • Identifies and reports any potential food safety or quality problems, immediately escalating to the QC Supervisor.
  • Performs basic mathematical computations when conducting audits, inspections, and cycle counts. 
  • Ensures non-conforming materials are segregated and labeled for hold, rejection, or sort.
  • Owns the inbound quality inspections and documentation processes. Verifies the quality and shelf-life of products in backstock and storage.
  • Reviews internal communication channels for inbound trends and reimbursement reports, and makes plans accordingly. 
  • Effectively manages time and changing priorities to minimize downtime in the receiving and production departments.
  • Applies strong interpersonal communication skills including the ability to train new team members according to company processes.
  • Serves as backup to QC Supervisor and QA Lead, represents the FC in times of QC Supervisor's absence. 

What you have:

  • Authorized to work in the United States.
  • Experience or comfort with working in a refrigerated environment (36 degrees)
  • Strong verbal communications skills
  • Willingness to work overtime and/or possible weekends if the business needs you to
  • Ability to thrive in a repetitive and fast-paced environment
  • Strong interpersonal skills
  • Ability to lift up to 50 lbs repetitively with or without reasonable accommodation
  • Ability to stand, squat, kneel, and bend repetitively with or without reasonable accommodation

Nice for you to have:

  • HS Diploma or equivalent
  • Bilingual preferred (English/Spanish)
  • Experience working in a food based environment

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