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 .

Data IO Technician

Journey · Capetown, South Africa

 

About the Role:

Role Overview:

The Data I/O Technician is responsible for managing day-to-day data movement—including receiving, checking, logging, and issuing data—ensuring that digital assets flow reliably between internal teams, external consultants, and partner agencies. This role supports scalable data hygiene and reduces downstream coordination errors.

The Project

This giga-project is a landmark destination city built around the philosophy of the “Power of Play,” integrating entertainment, sports, and culture at unprecedented scale within a liveable urban environment. Spanning a wide range of districts and planned to support 500,000 residents, it brings together world-class attractions, major global events, and diversified leisure offerings while contributing to broader national transformation ambitions.

This Next-Gen Visualisation programme supports this vision by establishing a scalable digital production ecosystem—including a continuously updatable Unreal Engine “Marketing Twin”—that enables consistent, high-quality storytelling across multiple stakeholders. This platform integrates asset governance, real-time workflows, and creative guidelines to ensure the digital representation of the city evolves in parallel with its physical development and can be used reliably by internal and external partners.

Key Responsibilities

Data Intake (Input)

  • Receive and log incoming data and files.
  • Check format, completeness, and naming conventions.
  • Flag inconsistencies, missing information, or risks to the Data Coordinator.

Data Release (Output)

  • Prepare and distribute approved data to the appropriate teams.
  • Maintain accurate records of issued data (when, what, to whom).
  • Support milestone deliveries and scheduled drops.

Tracking & Documentation

  • Maintain clear documentation for data status, handoffs, and approvals.
  • Update trackers and logs under established workflows.
  • Support audits, clean-ups, and repo organisation.

Cross-Team Support

  • Communicate data changes and status updates clearly.
  • Respond promptly to operational data requests.
  • Collaborate with Production, Pipeline, and Technical teams.

 

Candidate Qualifications & Skills:

Required:

  • Experience in a data handling, production support, or technical operations role.
  • Strong attention to detail and accuracy with high-volume data.
  • Familiarity with structured filing systems and naming conventions.
  • Clear written and verbal communication.
  • Interest in digital production, real-time, or VFX workflows is desirable.

Contract: Full time, Fixed Term contract

Location: Remote

 

Salary Pay Range
R250,000R420,000 ZAR

About Journey 

The Multidimensional Experience Agency 

Journey is a global design and innovation agency shaping the future through multidimensional experiences (MDX) that connect people, brands, and culture.  

Our layered MDX approach crafts story-driven, sensory-rich engagement across physical, immersive, digital, and virtual spaces—fuelled by creative and technological innovation.  

Born from a legacy of pioneering studios, Journey blends strategic thinking with deep creative expertise to deliver solutions across industries.  

Journey’s MDX approach fuels growth and forges lasting value for audiences and partners, by creating cultural connections that resonate with impact. 

Start your journey here www.journey.world