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 .

Director, Production - Japan

Netflix · Tokyo, Japan

Tokyo,Japan

Netflix is one of the world's leading entertainment services, with over 300 million paid memberships in over 190 countries enjoying TV series, films and games across a wide variety of genres and languages. Members can play, pause and resume watching as much as they want, anytime, anywhere, and can change their plans at any time.

About the Role:

Netflix is seeking an experienced and inspiring Director of Production to lead our Japan Live-Action Production team, overseeing both scripted and unscripted productions. This role requires a dynamic leader with a proven track record in managing multiple teams and inspiring them to achieve excellence. Based in Tokyo, this role reports into the Head of Production for APAC (ex-India) and is responsible for driving operational excellence, nurturing high-performing talent, and collaborating cross-functionally to ensure the successful delivery of all locally produced titles. The Director will lead a multi-functional team of experts, including Physical Production, Post-Production, VFX, and Music Production. 

Key Responsibilities:

1. Strategic Leadership & Vision

  • Provide strategic leadership to the Japan Production team, overseeing both scripted and unscripted content.

  • Develop and implement a clear vision for live-action production in Japan that aligns with Netflix’s global standards and business strategy.

  • Drive initiatives that elevate Japan’s production capabilities to a world-class standard.

  • Identify and pursue innovative approaches to advance the local production ecosystem.
     

2. Title Management & Operational Excellence

  • Strengthen title management practices across all production stages, tools, and workflows.

  • Ensure all productions are delivered on time, on budget, and at the highest creative and operational standards.

  • Oversee all aspects of live-action production, including VFX, post-production, and music production.

  • Collaborate closely with internal cross-functional teams and external vendors to remove blockers and align on goals.
     

3. Team Leadership & Development

  • Lead and inspire a team of managers, coordinators, and subject matter experts across production disciplines.

  • Provide clarity on roles, expectations, and development pathways.

  • Mentor and develop the team, supporting professional growth and cross-functional learning.

  • Promote a culture of psychological safety, constructive feedback, and strong team dynamics.

  • Foster a diverse and inclusive work environment that values a range of backgrounds and perspectives.
     

4. Risk Management & Production Scaling

  • Anticipate production-related risks and proactively address them with internal partners and external collaborators.

  • Drive training and vendor development programs to scale Japan’s production capabilities effectively.

  • Stay abreast of industry trends and integrate best practices into daily production operations.

  • Champion the use of innovative tools and technologies to improve production quality and efficiency.

Qualifications:

  • Over 15 years of experience working in content production or a related role in the entertainment industry. 

  • Proven leadership skills with the ability to inspire and motivate teams to achieve excellence.

  • Understanding of VFX, music production, and post-production processes.

  • Experience in building and executing strategies, especially related to content production.

  • Ability to think innovatively and identify opportunities to advance the production industry in Japan.

  • Comfort working with ambiguity; independently establishing goals and desired outcomes in alignment with business strategy.

  • Fluent in Japanese with conversational English language skills.

  • Strong written and verbal communication skills.

Inclusion is a Netflix value and we strive to host a meaningful interview experience for all candidates. If you want an accommodation/adjustment for a disability or any other reason during the hiring process, please send a request to your recruiting partner.

We are an equal-opportunity employer and celebrate diversity, recognizing that diversity builds stronger teams. We approach diversity and inclusion seriously and thoughtfully. We do not discriminate on the basis of race, religion, color, ancestry, national origin, caste, sex, sexual orientation, gender, gender identity or expression, age, disability, medical condition, pregnancy, genetic makeup, marital status, or military service.

インクルージョンは当社が重視する価値観の一つであり、すべての候補者に対して有意義な面接体験を提供できるよう努めています。採用プロセス中に障害やその他の理由で配慮や調整が必要な場合は、採用担当者にご相談ください。

私たちは、多様性が強いチームを育む基盤であると考え、雇用主として機会平等を推進しています。多様性とインクルージョンを重視し、真摯な姿勢でその推進に取り組んでいます。人種、民族、宗教、肌の色、出身地、性別、性自認、性表現、性的指向、年齢、婚姻状況、軍歴、障害の有無に関わらず、一切の差別を行いません。