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 .

Lead Cloud Architect

Workshop Ventures · Boston

About Drover

Ranching is getting harder. Increased labor costs and a volatile climate are placing mounting pressure to provide for a growing population. Drover is empowering ranchers to efficiently and sustainably feed the world by making it cheaper and easier to manage livestock, unlock productivity gains, and reduce carbon footprint with rotational grazing. Not only is this a $46B opportunity, you'll be working on a climate solution with the potential for real, meaningful impact.

We use patent-pending low-voltage electrical muscle stimulation (EMS) to steer and contain cows, replacing the need for physical fences or electric shock. We are building something that has never been done before and have hundreds of ranches on our waitlist.

Drover (prev. AgX) is founded by Callum Taylor (ex-Harvard) who comes from 5 generations of ranching and Samuel Aubin, both of whom grow up in Australian ranching towns and have an intricate understanding of the problem space. We are well funded and supported by Workshop Ventures, a VC firm with experience in building unicorn IoT companies.

We're looking to assemble a team of exceptional talent with high eagerness to dive head first into understanding the challenges and opportunities within ranching.

About the role

As our Lead Cloud Engineer, you will be responsible for building and scaling the infrastructure that powers our IoT platform connecting thousands of devices across ranches nationwide.

Because we are an early-stage startup, you will have high levels of ownership in what you build. You will play a pivotal part in architecting our cloud infrastructure, building robust APIs, and ensuring our systems can scale reliably. We are looking for someone who is excited about solving complex technical challenges at the intersection of IoT, agriculture, and cloud computing.

What You’ll Do

  • Develop Drover IoT cloud architecture from the ground up (it’s a green field project)

  • Design and implement services to support wearable devices, mobile app, and backend API

  • Implement data processing and storage pipelines

  • Create and maintain Infrastructure-as-Code

  • Support the engineering team across all aspects of early-stage development -- after all, this is a startup

Requirements

  • 5+ years of experience developing cloud architecture on AWS

  • In-depth understanding of various AWS services, especially those related to IoT

  • Expertise in cloud-hosted, event-driven, serverless architectures

  • Expertise in programming languages suitable for AWS micro-services (eg: TypeScript, Python)

  • Experience with networking and socket programming

  • Experience with Kubernetes or similar orchestration platforms

  • Experience with Infrastructure-as-Code tools (e.g., Terraform, AWS CDK)

  • Familiarity with relational databases (PostgreSQL)

  • Familiarity with Continuous Integration and Continuous Deployment (CI/CD)

Nice to have

  • Bachelor’s or Master’s degree in Computer Science, Software Engineering, Electrical Engineering, or a related field

Note: Even if you don’t have all of the above and still think you’re an excellent candidate for this role, please reach out. We are always open to great people with core skillsets who are willing to push and learn.

Benefits

  • Meaningful Equity Package

  • Health, Dental, Vision Insurance

  • Paid Family and Medical Leave

  • Unlimited vacation

  • Transparency - we overshare all investor and company updates with everyone

  • Ownership and responsibility.

  • Fun & Informal Work Atmosphere

We are committed to creating a diverse and inclusive work environment. We welcome applicants from all backgrounds and experiences.