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 Design Engineer

Linxens Sweden AB · Ayutthaya

About Linxens

Linxens is a global leader in micro-connectors, module packaging, antennas & inlays, and secure ID solutions, with over 40 years of innovation. Headquartered in Paris, France, we operate R&D centers and production sites across Germany, France, Sweden, China, India, Singapore and Thailand.

Our solutions serve industries such as telecommunications, finance, transportation, hospitality, e-government, healthcare, and the Internet of Things (IoT).

Our employees’ expertise and know-how allow us to continually reinvent ourselves and meet our customers’ evolving needs, helping them grow and innovate. Therefore, we invest in developing our employees’ skills and career growth.

Working for Linxens means investing in your future. Our growth is creating great opportunities!

Below is the job description for open position

Key Responsibilities:

Process Development & Design

  • Develop new manufacturing processes, workflows, and layouts to meet production requirements.

  • Design process sequences, work instructions and SOPs.

  • Conduct feasibility studies, process simulations, and capacity analysis.

  • Validates cycle time, manpower, and capacity in the routing. Confirm costing related parameters.

Process Improvement & Optimization

  • Analyze existing production processes and identify opportunities for improvement.

  • Reduce cycle time, improve yield, and enhance UPH/output.

Equipment Design Support

  • Define machine specifications and technical requirements for new equipment.

  • Work with machine suppliers on design reviews, FAT/SAT, and commissioning.

Technical Problem Solving

  • Conduct root cause analysis using tools like 5 why, Fishbone, and FMEA.

  • Implement corrective and preventive actions.

Technical Documentation

  • Prepare and maintain process documentation, including PFMEA, Control Plans, Process Flows, and Work Instructions.

  • Review and confirm the BOM and Routing.

Cross-Functional Collaboration

  • Work closely with R&D during new product introduction (NPI)

  • Work closely with Customer Technical Interface (CTI) and Project Managers during the new product or customized product introduction.

Qualification

  • 6 years of experience in manufacturing design OR Industrial Engingeering ideally in semi conductor industry

  • Bachelors in Engineering (Mechanical, Industrial OR related

  • Expertise in production processes and process engineering preferably in electronic manufacturing

  • Knowledge of Lean, Kaizen, Six-Sigma, SPC and DOE methodologies

  • Hands-on experience with process simulation, validation, and performance analysis

  • Strong analytical, problem solving and communication skills

  • Fluent in Thai and English

Join Linxens to work in a multicultural environment, collaborating with leading tech innovators and making a global impact on technology.

 

LINXENS is an equal-opportunity employer that strictly prohibits unlawful or unethical discrimination. Moreover, as part of our CSR Vitality program, we have committed to recruit, hire, train, compensate, and promote without regard to an individual’s race, color, religion, gender, sexual orientation, gender identity, national origin, age, mental/physical disability, marital status, or any other characteristic protected by law.