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 .

Principal Design Engineer

Micron Technology · Tokyo, Japan

Our vision is to transform how the world uses information to enrich life for all.

Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.

As a Principal Design Engineer in the NVE Design Engineering Core group at Micron Technology, Inc., you will contribute to the development of memory products that are best-in-class, using your specialized knowledge and Micron proprietary methods of designing and analyzing core and mixed circuits used in the development of memory products.

  • Serve as a technical authority in the analog/core functional team for NAND projects, participating in pathfinding activities and solving sophisticated technical problems.
  • Architect NAND Xpath, Ypath, algorithms, waveforms, drive alignment of design solutions, methodologies, DTCO and circuits, including detailed competitive analysis (CA) across a distributed matrix organization, working closely with other functional teams to evaluate, analyze, and improve NAND power consumptions, across geographies and time zones.
  • Coordinate project planning according to milestones, ensuring tasks are completed on time.
  • Designing, simulating, optimizing, and floor planning NAND circuits, evaluating design feasibility and analyze circuit functionalities. Perform die size cost and benefits analysis of new array circuits and algorithms prior to implementation.
  • Implementing analog and mixed signal circuit design to meet specifications, validating design performance and functionalities by running block and chip level simulations using standard industry simulators and mentor other engineers for the same.
  • Collaborate productively with other team members in your team.
  • Build and maintain Python-based AI utilities that interfaces with EDA environments to accelerate design tasks such as environment setup, corner execution, regression runs, automated documentation and intelligent/predictive design/layout techniques.
  • Review existing and generate new technical documentation.
  • Working with and supporting the efforts of groups such as Product Engineering, Test, Probe, Process Integration, Assembly and Marketing to proactively design products to optimize all manufacturing functions and assure the best cost, quality, reliability, time-to-market, and customer satisfaction.

Minimum Qualifications:

  • MS (PhD preferred) in electrical engineering required.
  • 8+ years of NAND design relevant industry experience required with proficient knowledge of Nand Flash memory read, program and erase algorithms
  • A very high level of self-motivation and proactivity.
  • Proficiency in analog/mixed signal circuit design (page buffers, block selectors, Xdecoder, Ydecoder, bias table and waveforms, PDNs, level shifters, IO buffers, RTL, Verilog)
  • Proficient fundamentals in semiconductor and device physics and analog/mixed-signal circuit design. An understanding of semiconductor reliability issues including CHC, NBTI, stress, and snapback, as well as Electromigration (EM) and IR analysis.
  • Proficient circuit debugging and problem-solving skills.
  • Proficiency in circuit verification and optimization, layout planning, parasitic extractions of the circuits, experience guiding layout.
  • Proficient in analog and digital simulators such as HSPICE, Fast SPICE, and Verilog
  • Proficient coding skills in Python (plus Bash/Tcl a bonus), and proficient working with structured data (CSV/JSON/SQLite) and version control.
  • Proficient with Cadence design, LVS/DRC tools  and UNIX.
  • Excellent teamwork attitude. Good verbal communication skills (English) and ability to convey complex technical concepts in verbal and written form.

About Micron Technology, Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.

To learn more, please visit micron.com/careers

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.

To request assistance with the application process and/or for reasonable accommodations, please contact [email protected]

Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.

Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.

AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.   

Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.