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 .

Piping Engineer

Zeeco · Mumbai

Job Description - Piping Engineer (Stress Analysis & Layout)

About Zeeco:

Zeeco designs and manufactures advanced combustion and environmental solutions for the petroleum, chemical, petrochemical, and pharmaceutical industries. Our product portfolio includes ultra-low emission burners, flaring systems, and hazardous waste incineration. Headquartered in Tulsa, Oklahoma, USA, Zeeco operates globally with offices in the USA, UK, South Korea, India, Saudi Arabia, and Japan, supported by world-class manufacturing and research facilities.

Position Summary:

Zeeco is seeking a Piping Engineer with 2–8 years of experience, specializing in piping stress analysis and piping layout engineering, to support fired equipment and process equipment projects. The role involves performing piping flexibility and stress analysis, developing piping layouts, reviewing vendor and client documents, and coordinating with multidisciplinary teams to ensure compliant, safe, and efficient piping systems aligned with project specifications and applicable industry codes.
Job Description - Piping Engineer (Stress Analysis & Layout)

About Zeeco:

Zeeco designs and manufactures advanced combustion and environmental solutions for the petroleum, chemical, petrochemical, and pharmaceutical industries. Our product portfolio includes ultra-low emission burners, flaring systems, and hazardous waste incineration. Headquartered in Tulsa, Oklahoma, USA, Zeeco operates globally with offices in the USA, UK, South Korea, India, Saudi Arabia, and Japan, supported by world-class manufacturing and research facilities.

Position Summary:

Zeeco is seeking a Piping Engineer with 2–8 years of experience, specializing in piping stress analysis and piping layout engineering, to support fired equipment and process equipment projects. The role involves performing piping flexibility and stress analysis, developing piping layouts, reviewing vendor and client documents, and coordinating with multidisciplinary teams to ensure compliant, safe, and efficient piping systems aligned with project specifications and applicable industry codes.

Stress Analysis & Engineering:

  • Perform piping stress analysis and flexibility calculations using industry-standard tools (e.g., CAESAR II or equivalent) to ensure compliance with applicable codes such as ASME B31.1 / B31.3.
  • Evaluate thermal expansion, support loads, nozzle loads, and equipment interface loads, and recommend appropriate routing, supports, and flexibility solutions.
  • Prepare and review stress reports, load summaries, support requirements, and stress mark-ups for design and fabrication.
  • Coordinate with structural and equipment teams to ensure safe load transfer and compliance with allowable limits.
  • Piping Layout & Design:

  • Develop and review piping layouts, general arrangement drawings, and 3D models for fired heaters, flares, and process equipment packages.
  • Ensure piping routing is optimized for operability, maintainability, accessibility, and constructability.
  • Participate in 3D model reviews with internal teams and clients, and resolve layout and stress-related comments.
  • Documentation & Technical Coordination:

  • Prepare and review line lists, valve lists, piping material specifications (PMS), and material take-offs (MTOs).
  • Review piping isometrics, vendor drawings, datasheets, and technical documents for compliance with project requirements.
  • Review customer specifications and ensure piping design meets contractual and technical obligations.
  • Track document revisions and ensure timely submission of deliverables.
  • Cross-Functional & Project Support:

  • Coordinate closely with Project Engineering, Process, Mechanical, Structural, Instrumentation, Procurement, and Drafting teams.
  • Provide technical inputs to procurement, fabrication, inspection, and installation teams.
  • Review vendor quotations and drawings to ensure technical compliance and alignment with project requirements.
  • Support manufacturing and inspection teams by resolving piping-related technical queries.
  • Required Qualifications & Experience:

  • Bachelor’s Degree / Masters Degree in Mechanical Engineering
  • 2–8 years of relevant experience in Oil & Gas, Petrochemical, Fired Equipment, or Process Equipment industries.
  • Hands-on experience in piping stress analysis (CAESAR II or similar) and piping layout engineering.
  • Strong understanding of ASME B31.1, ASME B31.3, piping design practices, and material specifications.
  • Experience with 3D modeling tools (e.g., AutoCAD Plant 3D, PDMS, E3D, or similar).
  • Familiarity with fired heaters, flare systems, or skid-mounted process equipment is preferred.
  • Ability to work in a multidisciplinary, project-driven environment with strong coordination and communication skills.
  • Key Competencies:

  • Piping stress analysis and flexibility assessment.
  • Piping layout and 3D model review.
  • Knowledge of international piping codes and standards.
  • Vendor and client technical coordination.
  • Detail-oriented documentation and deliverable management.