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 .

NOVA English Instructors (Applying Outside Japan)

NLC · Branches thoughout Japan, Tokyo, Japan

A well-established and recognized brand in the language school industry in Japan, NOVA is part of NOVA Holdings Group, a holdings company invested in education as well as sports and dining. NOVA offers private and small-group face-to-face and online lessons to clients of all ages, from young children to seniors, and abilities, from beginner through to advanced, as well as some online supplementary study programs for larger groups. It boasts a wide selection of courses and study options to match each client’s lifestyle and study goals, whether they be studying for a specific English test, such as TOEIC® or TOEFL®, studying for a specific purpose, such as business or travel, studying to improve a specific area, or a combination. With its vast range of in-house developed courses, coursebooks, teaching support materials, and training programs, NOVA is dedicated to delivering high quality language instruction, customer satisfaction, and giving its clients the opportunity to learn from and interact with people from different countries and cultures.

All teaching positions are school-based, with shift start and finish times between 12:50-21:10 on weekdays, and 9:30-18:40 on weekends and national holidays. Saturdays, Sundays, and weekday evenings are the busiest times. Remuneration is calculated per lesson period, according to the type of lesson and the number of students in attendance.

Due to the large number of applications we receive, only applicants that pass initial screening will be contacted directly by our recruiting section.

NOVA is perfect for candidates of all levels of experience, whether completely new to teaching or already accomplished in the teaching field, and seeking a new challenge.
NOVA’s network of schools extends across Japan and enrolled NOVA students have access to all NOVA schools and instructors. To ensure satisfaction and the same high-quality lessons every time, much care has been taken over many years to use the know-how acquired through experience to develop a core curriculum that has the right balance of structure and flexibility. Lessons are structured and fully-supported with all the materials and resources you need, ensuring that even on your first day of teaching after the initial training week, with any level of prior experience you will be well-equipped to teach well-structured and valuable lessons. At the same time, within the structure provided by the textbooks and training there is ample scope to tailor each lesson to the needs and interests of each client, adding value to your lessons, and allowing you to continue to refine your teaching skills, and build your own brand and base under the umbrella of the NOVA brand.
Career advancement opportunities are available to all, regardless of length of experience.

[Job description]
Teaching private and small-group* face-to-face and online lessons to clients of all ages (from young children to seniors) and abilities (from beginner to advanced).
*In some cases, the offer may include the opportunity to also teach special online programs for larger groups
Minimal preparation is required before each class and student assessment, including the recording of student performance in the students’ electronic file, is completed in class at the end of each lesson.

Requirements

[Position] Instructor
[Contract type] Independent Contractor (6 month / 1 year renewable)
[Location] Direct-managed NOVA schools all over Japan
[Job description] Teaching, student recruitment, customer care and support
[Hours] Negotiable within 12:50-21:10 Mon-Fri / 9:30-18:40 Sat/Sun/National holidays
[Remuneration] 1,452~1,952 yen (first year) per 40-minute lesson
[Bonus] None. (up to 50 yen per lesson contract completion incentive, monthly Top 100 instructor incentive), Skill allow incentives (after one contract).
[Other]
Social insurance enrolment: No
Visa sponsorship: Yes