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 .

Machine Repair Technician

Serigraph · West Bend, WI

10 Hour Days - 6:30am-4:30pm Monday-Thursday

As a Machine Repair Technician, you’ll be a key hands-on problem solver responsible for keeping our manufacturing equipment and building systems operating at peak performance. This is an advanced, skilled maintenance role focused on diagnosing, repairing, and maintaining complex electrical, mechanical, pneumatic, and hydraulic systems across the plant.

If you enjoy variety, technical challenges, and being the person others rely on when equipment goes down, this role is for you.

10 Hour Days - 6:30am-4:30pm Monday-Thursday

As a Machine Repair Technician, you’ll be a key hands-on problem solver responsible for keeping our manufacturing equipment and building systems operating at peak performance. This is an advanced, skilled maintenance role focused on diagnosing, repairing, and maintaining complex electrical, mechanical, pneumatic, and hydraulic systems across the plant.

If you enjoy variety, technical challenges, and being the person others rely on when equipment goes down, this role is for you.

Who is Serigraph?

Serigraph has over 70 years of experience in printing, advanced decorating technologies and graphic solutions for the automotive, appliance, consumer, medical, power sports, and point-of-purchase markets.  Our core business is decorating plastic.  We print, form, mold, finish and fulfill in-house.  Serigraph specializes in transforming our customer’s brands to the physical world through print.  Come help us build a team of creative problem solvers who know they can make a difference—because that’s the kind of community we want.

Life at Serigraph

The average Serigraph employee has more than 16 years of service!  The tenure of our coworkers speaks volumes for life at Serigraph. Serigraph employees enjoy:

Competitive wages with shift premiums
Access to earned wages before the scheduled payday
A clean and air-conditioned environment
Paid time off, 10 paid holidays, and a vacation buy/sell program
Paid lunch breaks and holidays included in overtime
Free onsite healthcare and telemedicine including COVID testing
Full benefits package including health, dental, vision, disability, and life insurance
401(k) eligibility on day one
Free onsite fitness facility and walking trails
Cross training, growth, and promotion from within

What are you waiting for? Apply to join the Serigraph team today!

*Serigraph is an Equal Opportunity Employer*

What You’ll Do

  • Troubleshoot and repair complex electrical systems, including power distribution, solid‑state controllers, press schematics, and safety systems
  • Perform mechanical repairs on gear reducers, bearings, belts, pulleys, sprockets, clutches, and HVAC components
  • Diagnose and repair hydraulic and pneumatic systems on presses, die cutters, lift tables, pallet trucks, and other production equipment
  • Time, calibrate, and maintain feeders and presses; respond to mechanical breakdowns efficiently
  • Troubleshoot HVAC systems, including burners, motors, blowers, and controls
  • Perform preventive maintenance based on established schedules
  • Estimate repair time, required parts, and costs
  • Move, install, or modify equipment as manufacturing needs change
  • Communicate clearly with teammates and across shifts to ensure smooth handoffs
  • Follow all safety, environmental, and quality standards, stopping production when quality issues arise
  • Use Serigraph’s ERP system and SPECS quality system to support documentation and compliance
  • What Success Looks Like at Serigraph

    You’ll thrive here if you:

  • Take ownership and accountability for results
  • Speak up, ask questions, and close gaps
  • Follow procedures while still thinking critically
  • Enjoy troubleshooting, fixing problems, and improving systems
  • Value teamwork, quality, and safety just as much as productivity
  • What We’re Looking For

    Required:

  • High school diploma or equivalent
  • Strong mechanical aptitude and troubleshooting skills
  • Solid understanding of safety practices, housekeeping, and PPE
  • Ability to follow procedures and work independently
  • Preferred:

  • 2+ years of maintenance experience in a manufacturing environment
  • Experience with electrical, mechanical, hydraulic, and pneumatic systems