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 .

Sr. Project Engineer - Hannibal, MO

Generalmills · Hannibal, Missouri, United States

POSITION OVERVIEW 

In this role, the Senior Project Engineer is responsible for executing capital projects at their plant which includes scope development, cost estimation, system design, equipment sizing and selection, procurement, installation, check-out, and start-up. This role will provide technical solutions across the site, working with a cross functional team.

 

This role is in the General Mills Hannibal plant which is part of our North American supply chain. The Hannibal Plant supports the Meals and Baking and Snacks Operating Units. This role reports to the Associate Plant Technical Manager.

 

To learn more about our Hannibal plant and surrounding area click here!

 

KEY ACCOUNTABILITIES 

  • Lead Engineer on capital projects - overall project management, budget, schedule management, construction management, start-up, conceptual phases, project close-out, scope development, cost estimation, system design, equipment sizing and selection, procurement, installation, check- out
  • Lead system design standards development for divisional unit operations. Includes improvements to existing standards using appropriate technical evaluation and involvement
  • Maintain engineering interface with business unit team - maintain close working relationship with Research & Development, Quality, Manufacturing, Operations leadership, and Financial operations
  • Maintains General Mills specifications and standards of construction. Partners with General Mills internal engineering standards owners to clarify and refine specifications
  • Provide innovative technical solutions required to meet business objectives with emphasis on productivity
  • Provide support to annual capital planning process, which may include development and management of the capital program for an operating department
  • Utilize Continuous Improvement tools, including but not limited to Early Management, Specialized Maintenance, Autonomous Maintenance, Failure Modes and Effects Analysis, Induced Failure Testing, and support Continuous Improvement and Phase Progression efforts

MINIMUM QUALIFICATIONS 

  • Bachelor of Science degree in Engineering or related degree with applicable experience or extensive relevant work experience
  • 3+ years of project engineering experience in a continuous manufacturing environment
  • Prior capital project management experience
  • Demonstrated skills in executing several large concurrent assignments with emphasis on project management, productivity, and packing development
  • Demonstrated technical leadership, adaptability, analytical and problem-solving skills, decision making, troubleshooting, communications, team management, and human relations skills
  • Strong ability to involve operators and mechanics in the project process
  • Experience working with plant technicians, leadership staff, outside vendors and managing contractors and engineering firms
  • Must have a good understanding of packaging and processing systems and a working knowledge of plant manufacturing, engineering, quality, and research functions

PREFERRED QUALIFICATIONS 

  • 5+ years in relevant food manufacturing with engineering experience
  • Construction Management experience
  • Understanding of Food Manufacturing regulatory Requirements (Good Manufacturing Practices (GMPs), Food Safety, etc.) 
  • Experience working with Environmental Protection Agency (EPA) and OSHA regulations
  • Experience with continuous improvement, LEAN, Six Sigma, TPM, or related processes

ADDITIONAL CONSIDERATIONS

  • International relocation or international remote working arrangements (outside of the US) will not be considered. 
  • Applicants for this position must be currently authorized to work in the United States on a full-time basis. General Mills will not sponsor applicants for this position for work visas.

COMPANY OVERVIEW

We exist to make food the world loves. But we do more than that. Our company is a place that prioritizes being a force for good, a place to expand learning, explore new perspectives and reimagine new possibilities, every day. We look for people who want to bring their best — bold thinkers with big hearts who challenge one other and grow together. Because becoming the undisputed leader in food means surrounding ourselves with people who are hungry for what’s next.

 


Salary Range

The salary range for this position is $93700.00 - $140700.00 / Annually. At General Mills we strive for each employee's pay at any point in their career to reflect their experiences performance and skills for their current role. The salary range for this role represents the numerous factors considered in the hiring decisions including, but not limited to, educations, skills, work experience, certifications, etc. As such, pay for the successful candidate(s) could fall anywhere within the stated range. Beyond base salary, General Mills offers a competitive Total Rewards package focusing on your overall well-being. We are proud to offer a foundation of health benefits, retirement and financial wellbeing, time off programs, wellbeing support and perks. Benefits may vary by role, country, region, union status, and other employment status factors. You may also be eligible to participate in an annual incentive program. An incentive award, if any, depends on various factors, including, individual and organizational performance.

Reasonable Accommodation Request

If you need to request an accommodation during the application or hiring process, please fill out our online accommodations request form by following this link: Accommodations Request.