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 .

Site Lead Mechanical Engineer

AFRY · Selangor, my

  • Lead the engineering, erection, and construction of:
    • Boiler systems
    • Flue Gas Treatment (FGT) systems
    • Solid fuel / Municipal Solid Waste (MSW) feeding systems
  • Oversee all mechanical works on-site, ensuring compliance with project specifications, standards, and timelines
  • Review and approve:
    • Engineering designs and drawings
    • Method statements and technical documentation
  • Coordinate with EPC contractors, vendors, and consultants to ensure smooth project execution
  • Monitor project progress and provide technical guidance and problem-solving support
  • Ensure compliance with health, safety, environmental (HSE), and quality standards
  • Participate in commissioning and testing activities of mechanical systems
  • Provide regular reporting to project management on progress, risks, and issues
  • Support procurement by reviewing technical specifications and vendor proposals

AFRY is one of the largest international power sector consulting and engineering companies with about 19,000 experts working across the world to create sustainable solutions for future generations. In South East Asia, we are a leading power sector consulting engineering company executing our regional consultancy and engineering assignments from our power sector consulting offices in Bangkok, Jakarta, Kuala Lumpur, Manila, Hanoi, Singapore, Taiwan, Pune, Noida and Taipei. In total, we have a multinational staff of more than 700 working in power generation field in Asia.

We are seeking a highly experienced Lead Mechanical Engineer to oversee the design, engineering, and construction of mechanical systems related to Boilers, Flue Gas Treatment (FGT), and Fuel Feeding systems for power plant or waste-to-energy projects. The role requires strong technical leadership, site experience, and the ability to coordinate with multidisciplinary teams and stakeholders.

  • Bachelor’s Degree in Mechanical Engineering or related field
  • Minimum 15 years of experience in:
    • Construction of power plants or waste-to-energy projects
  • Proven experience in:
    • Boiler systems
    • Flue Gas Treatment (FGT) systems
    • Solid fuel or MSW feeding systems
  • Strong knowledge of electro-mechanical and structural interfaces
  • Experience working in EPC or Owner’s Engineer (OE) environments is preferred
  • Familiar with international standards (e.g., ASME, ISO, IEC)
  • Strong leadership, communication, and coordination skills
  • Ability to work in a site-based, fast-paced environment

We offer the following to qualified candidates:

  • Friendly international working environment with a wide variety of interesting and challenging tasks
  • Competitive salary package
  • Career opportunity in one of the largest international consulting and engineering companies
  • Possibility to grow professionally and advance in career
  • Possibility to work in international renewable energy projects

At AFRY, we engineer change in everything we do. Change happens when brave ideas come together. When we collaborate, innovate technology, and embrace challenging points of view. That’s how we're making future. We are actively looking for qualified candidates to join our inclusive and diverse teams across the globe. Join us in accelerating the transition towards a sustainable future.