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 .

SRE - DataPlatform

Veepee · Paris

Being an SRE at VeepeeTech means being part of a transversal SRE community while integrating a product-oriented Data Platform team.

You will contribute to the reliability, scalability, and operability of critical data services by applying SRE and DevOps practices, while sharing knowledge across teams.

The Data Platform is currently evolving toward a modern lakehouse architecture deployed on VeepeeCloud (our on-prem platform), based on technologies such as Trino, Iceberg, and object storage, with strong ambitions around performance, cost efficiency, and platform ownership.

You will work in a distributed environment (France & Spain), within a team of 40–50 data professionals across engineering, analytics, data science, and governance.

You will play a key role in ensuring the reliability and scalability of this next-generation data platform, while supporting the transition from public cloud to hybrid/on-prem architectures.

Being an SRE at VeepeeTech means being part of a transversal SRE community while integrating a product-oriented Data Platform team.

You will contribute to the reliability, scalability, and operability of critical data services by applying SRE and DevOps practices, while sharing knowledge across teams.

The Data Platform is currently evolving toward a modern lakehouse architecture deployed on VeepeeCloud (our on-prem platform), based on technologies such as Trino, Iceberg, and object storage, with strong ambitions around performance, cost efficiency, and platform ownership.

You will work in a distributed environment (France & Spain), within a team of 40–50 data professionals across engineering, analytics, data science, and governance.

You will play a key role in ensuring the reliability and scalability of this next-generation data platform, while supporting the transition from public cloud to hybrid/on-prem architectures.

We are convinced that it is up to you to define the way you work, to develop yourself and to progress.

At Veepee we guarantee that you can just be yourself!

For the service of diversity and inclusion, Veepee is committed to reviewing all applications received on an equal basis.  

🔗COMPANY For more information about our ecosystem :  https://careers.veepee.com/en/home-page-en/ 

🎯 TASKS

Platform Reliability & Operations

  • Ensure reliability and performance of our data platform services (Trino, Iceberg, S3, Kafka, Flink)

  • Define and implement SRE best practices: SLIs/SLOs, error budgets, observability

  • Build and maintain monitoring, alerting, and incident response frameworks (Prometheus, Grafana, etc.)

  • Cloud Migration & Architecture

  • Contribute to the migration from public datawarehouse cloud to VeepeeCloud lakehouse stack

  • Support coexistence between cloud and on-prem systems and ensure consistency and reliability

  • Help design resilient architectures for ingestion, transformation, and serving layers

  • Kubernetes & Infrastructure

  • Operate and improve services running on Kubernetes (GKE/EKS & on-prem clusters)

  • Automate infrastructure provisioning using Terraform, Atlantis, and/or Crossplane

  • Improve GitOps workflows for platform deployment and configuration

  • FinOps & Performance Optimization

  • Collaborate with teams to optimize compute/storage usage (Trino queries, BigQuery slots, etc.)

  • Build tools and dashboards to track cost, usage, and efficiency

  • Support the transition toward cost-efficient on-prem workloads

  • Developer Enablement

  • Improve self-service capabilities for data teams (e.g., provisioning Trino/Iceberg resources)

  • Help teams adopt best practices in reliability, observability, and deployment

  • Write clear technical documentation and runbooks

  • Resilience & DRP

  • Contribute to Disaster Recovery Plan (DRP) definition and implementation

  • Ensure multi-DC resilience (FR1 / NL1) and data replication strategies

  • Participate in incident management and postmortems

  • 👉 MUST HAVE skills

  • Strong experience with Kubernetes in production environments

  • Experience with distributed data systems (or strong willingness to learn)

  • Solid understanding of SRE principles (monitoring, alerting, SLAs/SLOs)

  • Experience with Infrastructure as Code (Terraform or similar)

  • Familiarity with GitOps workflows

  • Experience with observability tools (Prometheus, Grafana, logging systems)

  • Comfortable working in cloud environments 

  • Strong collaboration mindset and ability to work across teams

  • Fluent in English 

  • 👉 NICE TO HAVE skills

  • Experience with Trino, Iceberg, or data lakehouse architectures

  • Experience with Ceph S3 or object storage systems

  • Knowledge of Kafka / Flink / Airflow

  • Experience with FinOps practices and cost optimization

  • Experience with Crossplane or platform self-service models

  • Programming skills (Python, Java, or Go)

  • Experience with multi-region / multi-DC architectures

  • ✅ BENEFITS

  • Variable bonus;

  • The dynamic and creative environment within international teams;

  • The variety of self-education courses on our e-learning platform;

  • Participation in meetups and conferences locally and internationally;

  • Flexible Office with up to 3 days at home

  • ⚙️ RECRUITMENT PROCESS

  • 1️⃣ 30-minute HR Screen with a Veepeeᵀᵉᶜʰ  Recruiter

  • 2️⃣ General Technical exchange

  • 3️⃣ Technical exchange with the manager

  • 4️⃣ Team Interview