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 .

Process Engineer

Eastman Chemical · United States

Founded in 1920, Eastman is a global specialty materials company that produces a broad range of products found in items people use every day. With the purpose of enhancing the quality of life in a material way, Eastman works with customers to deliver innovative products and solutions while maintaining a commitment to safety and sustainability. The company’s innovation-driven growth model takes advantage of world-class technology platforms, deep customer engagement, and differentiated application development to grow its leading positions in attractive end markets such as transportation, building and construction, and consumables. As a globally inclusive company, Eastman employs approximately 13,000 people around the world and serves customers in more than 100 countries. The company had 2025 revenue of approximately $8.8 billion and is headquartered in Kingsport, Tennessee, USA. For more information, visit www.eastman.com.

Responsibilities

 

Eastman is seeking a staff engineer at our Martinsville, VA site, supporting the Performance Films business. The individual in this role will be responsible for leading technical efforts to support the manufacturing processes and involves working in cross-functional teams including operations, maintenance, engineering, quality and business leadership.  The primary responsibilities include identification and implementation of improvement projects along with day-to-day support. This position reports to the site process engineering manager. 

 

Responsibilities include:

 

•    Day-to-day support and troubleshooting of films manufacturing processes
•    Ability to interact with and seek feedback from operators on the manufacturing floor on a frequent basis 
•    Act as a process engineering resource to identify and aid in execution of capital projects
•    Lead projects to implement changes to process and equipment to improve safety, quality, and productivity with the use of Lean, 6-sigma and other continuous improvement tools (including statistical analysis)
•    Facilitate root cause analysis of process upsets, equipment failures and customer complaints to identify & implement corrective actions to prevent reoccurrence
•    Maintain operational documentation of manufacturing process, asset capabilities and capacities
•    Ensure product quality specifications are appropriately established and customer fitness for use expectations are met
•    Participate in cross-functional problem-solving and improvement teams at the department and division level
•    Collaborate with new product development, product management, R&D, and customers to create and implement new materials/processes into large-scale manufacturing

 

Qualifications

•    Bachelor of Science in Mechanical or Chemical Engineering required
•    At least 2 years of experience in a manufacturing engineering or technical role required
•    Experience with wet coating applications, convection drying, lamination, or roll-to-roll web technology desired
•    Methodical approach to problem-solving and ability to recognize and implement solutions to improvement opportunities independently
•    Experience utilizing statistical methods to problem solve and evaluate complex issues
•    Strong organizational skills, detail-oriented, the ability to multi-task, meet deadlines, and adapt in a fast-paced manufacturing environment and prioritize work
•    Ability to effectively communicate at all organizational levels
•    Demonstrate a bias for action towards making changes that solve problems and have a positive impact on the process, products and people

 

 

Benefits

Your total rewards go far beyond a competitive salary. When you join Eastman, you gain access to an exceptional suite of programs designed to protect your health, grow your wealth, and fuel your career.

 

Compensation & Incentives
• Base pay plus performance-based incentive opportunities that let you share in our success.

 

Health & Wellness
• Comprehensive medical, prescription-drug, and dental coverage—paired with a Health Savings Account option to help you save tax-free dollars for care today or in the future.
• A robust menu of voluntary benefits—including vision, optional life, critical-illness protection, and more—so you can tailor coverage to fit your life.
• Holistic wellness support: financial-planning tools, family-building assistance (adoption, pregnancy, and fertility resources), parental leave, and confidential Employee Assistance Program counseling.

 

Retirement & Financial Strategies
• 401(k) with a company match—plus an additional annual retirement contribution from Eastman to accelerate your long-term savings.

 

Time Away
• Eleven paid holidays, one personal day, paid time off, and paid vacation to recharge, celebrate, or handle life’s moments.

 

Growth & Development
• Access to mentorship, learning resources, and leadership programs that empower you to thrive in your current role and chart the next steps in your career.

 

At Eastman, we invest in the whole you—so you can bring your best self to work every day and build a future you’re proud of.

 

Eastman Chemical Company is an equal opportunity employer.  All qualified applicants will receive consideration for employment without regard to age, race, color, religion, sex, sexual orientation, gender identity, national origin, disability, pregnancy, veteran status or any other protected classes as designated by law.

 

Eastman is committed to creating a powerfully engaged workplace, where everyone can contribute to their fullest potential each day.