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 .

Deputy Manager / Manager - Industrial Engineering

KSB · Nashik

Role & responsibilities


1. Industrial Engineering & Process Optimization

a. Lead time studies, method analysis, and line balancing activities.

b. Develop and maintain standard operating procedures (SOPs) and standard work.

c. Optimize plant layout, material flow, and workstation design based on ergonomic and efficiency principles.

d. Analyse capacity, bottlenecks, and resource requirements using IE tools.

2. Productivity & Cost Improvement

a. Drive continuous improvement (CI) and costreduction initiatives across manufacturing and support functions.

b. Identify, evaluate, and execute productivity projects with measurable KPIs.

c. Implement Lean, Kaizen, Six Sigma, and other improvement methodologies.

d. Monitor performance improvements and report ROI.

3. Development of Systems & Tools

a. Implement digital tools, dashboards, and industrial engineering systems to monitor operations.

b. Improve data accuracy for planning, productivity tracking, and performance management.

c. Support automation and Industry 4.0 initiatives.

4. Project Management

a. Lead crossfunctional teams to deliver improvement and capacityenhancement projects on time.

b. Ensure proper project planning, resource allocation, risk assessment, and documentation.

c. Collaborate with Operations, Maintenance, Quality, and Supply Chain teams.

5. People Development & Training

a. Train supervisors and teams on Lean principles, problemsolving, and waste elimination.

b. Build IE capability and mentor junior engineers.

c. Foster a culture of continuous improvement across the plant.

6. Compliance, Audits & Standards

a. Ensure compliance with company standards, customer expectations, and audit requirements.

b. Maintain documentation and support audits related to methods, time standards, and process adherence.

c. Ensure ergonomic and safety considerations in all process designs.


Preferred candidate profile

Bachelors or Masters degree in Industrial Engineering, Mechanical Engineering,


Professional experience: Experience related to Pump Industry, MOST implementation is preferred In years: BE with -7 to 10 Yrs


Functional skills

    • Expert Knowledge of MOST, process, tools and fixtures
    • Knowledge of modern manufacturing techniques / processes.
    • Knowledge of analytical ability and shop floor decline
    • Expertise in Lean methodologies and IE tools.
    • Proficiency in MS Excel, Power BI, AutoCAD, and IE software.
    • Ability to work crossfunctionally and influence teams.

Behavioural Skills


  • Target Orientation
  • Excellent communication and leadership abilities.
  • Planning and Coordination.
  • Strong analytical & Problem Solving skills
  • Conflict Management.
  • Check results
  • Punctual and well disciplined