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 .

Senior Software Engineer

Talentsafari · Anywhere

About Share

Share is building Africa's next-generation ISP ecosystem, a fully automated, software-defined network and private bandwidth marketplace that supports fiber, wireless, and intelligent routing into a unified data & compute ecosystem for ISPs to grow on top of in a mission to connect over 1B people in Africa.

Backed by global leading tech investors and powered by a world-class team, we are building one of the most scalable and impactful technology companies in the world, from Africa.

About the Role

We're looking for a Senior Software Engineer who will support and own the development, management, and configuration of the systems infrastructure that powers the network. You'll build the systems that enable automated provisioning of internet services such as connectivity, financial (web2 & web3) offerings and educational/entertainment content for consumers and businesses.

If you're excited about transforming the way ‘Internet’ gets experienced by billions, this role is for you. We’re building the future of connectivity in Africa, from the ground up. We’re a lean team relentlessly tackling every problem on a first-principles basis.

We need people who want to take on responsibility and are not intimidated by large challenges and ambition. If you enjoy the aforementioned, you’re going to love working with the Share team.

What You'll Do

  • Lead full-stack development across backend services, data models, and frontend interfaces, ensuring alignment with Share’s vision for a new internet.

  • Define technical roadmap and drive execution in Linear while building a scalable, secure system design.

  • Architect and implement performant backend services for a highly integratable system powering billing, subscription management, and telecom-grade reliability.

  • Integrate and optimize large-scale B2B platform databases (SQL + NoSQL), ensuring low-latency analytics and seamless multi-tenant scalability.

  • Design and maintain robust data pipelines and models supporting real-time analytics, monitoring, and cross-system synchronization across the organization.

Must Have

  • 5+ years of experience in full-stack software development

  • Expert-level proficiency with React (preferred), with strong knowledge of Vue or Angular; skilled in building responsive, accessible, and performant interfaces for web and mobile applications.

  • Advanced hands-on experience with Node.js and Python, including designing APIs, microservices, and event-driven architectures.

  • Proven track record designing and managing SQL (PostgreSQL, MySQL) and NoSQL (MongoDB, DynamoDB, Redis) systems at scale, including replication, sharding, and high-availability setups.

  • Experience architecting banking, subscription, billing, and payment platforms (integration with PSPs, invoicing engines, multi-currency support).

  • Working knowledge of data security, access controls, encryption, and regulatory requirements relevant to fintech/telecom integrations.

Nice to Have

  • Ability to develop and integrate web3 smart contracts, wallet, and token-based systems that power network incentives, decentralized identity, and transparent billing.


What We Offer

  • A foundational role in building infrastructure for Africa's next-generation connectivity platform

  • Competitive salary

  • Equity in a mission-driven, investor-backed company

  • Private health and wellness benefits

  • High ownership and direct impact on how millions connect to the internet