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 .

The GO Teacher Residency

Gotutorcorps · Various Locations

GO Tutor Corps Teacher Residency
Location: Various Locations: New York, NY | Bridgeport, CT | Washington, DC | Jersey City, NJ
Stipend: $22,000 (prorated pending start date) | Timeline: August 2026 until June 2027

At the GO Tutor Corps, we believe great teachers are homegrown. That’s why we’ve created the GO Residency—a pathway to the classroom for aspiring educators committed to transforming outcomes for students.

The GO Residency is a school-based teaching apprenticeship, spanning 1 to 2 years, designed to support individuals pursuing a Master of Arts in Teaching (MAT) and teaching certification. Residents are placed at one of our partner schools where they gain immersive, hands-on experience through our gradual release in a real classroom under the guidance of a seasoned Mentor Teacher. The Residency blends graduate coursework with daily practice, coaching, and mentorship. 

After acceptance into the program, Residents apply to and enroll in a MAT program through one of our graduate school partners. Residents can pursue their MAT in a range of focus areas, including Elementary Education, K–12 Special Education, English Language Arts, Science, Math, and History. Tuition ranges from $11,000 to $25,000 per year, depending on the graduate school program. Throughout the Residency, participants also receive targeted coaching, professional development, and leadership training from the GO Tutor Corps team.

Stipend & Program Benefits

All Residents receive a $22,000 stipend (prorated pending start date) during the residency year to support living expenses while completing the program. Additional benefits include:

  • Furnished housing provided (includes utilities and internet)
    • All housing includes a shared living arrangement with a roommate and/or housemate(s).
  • Embedded mentorship and gradual release teaching model
  • Daily hands-on experience supporting instruction in a classroom
  • Guidance through graduate coursework and the teacher certification process
  • Ongoing coaching and observation from program leadership
  • Loan postponement on qualified education loans
  • Monthly professional development sessions
  • Opportunities to connect with a growing network of educators, alumni, and community partners
  • A clear pathway into a full-time, salaried teaching role in Year 2, ideally at your residency placement site

Who We’re Looking For

We’re seeking individuals who:

  • Hold a bachelor’s degree (or will earn one before the program start date) with a minimum 2.5 GPA
  • Are passionate about educational equity and student success
  • Are eager to learn, grow, and develop as an educator
  • Thrive in collaborative environments
  • Are pursuing a Master of Arts in Teaching or open to enrolling in a partner program
  • Are committed to working in public education long-term

What You’ll Do (Day-to-Day Responsibilities)

As a Resident, your day-to-day work will include:

  • Co-teaching and supporting instruction in a partner school classroom
  • Working closely with a Mentor Teacher and school staff to support student learning
  • Planning and implementing lessons and small group instruction as your skills develop
  • Participating in regular observations and feedback sessions
  • Completing graduate coursework aligned with your certification pathway
  • Supporting classroom routines, management, and assessment
  • Engaging with students in a variety of ways throughout the day, including tutoring, supporting transitions, and leading after-school activities.
  • Attending and engaging in all GO Tutor Corps and school-based trainings and meetings

Program Timeline & Application

Residency begins in August 2026 and continues through June 2027. Successful Residents may transition into a full-time teaching role at their placement school or another GO partner school the following year.

Applicants must complete the application in full. Responses will be reviewed by the GO Tutor Corps Residency selection team and school partners.