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 Cloud Infrastructure Software Engineer

Artafinance · Singapore

The Company

Arta is on an audacious and incredibly rewarding mission: to pave the way for people everywhere to lead more successful financial lives.  Arta leverages AI and sophisticated digital tools—once reserved for ultra-high-net-worth individuals—and makes them accessible to a broader global audience. Think of it as your own digital family office, combining intelligent investment strategies, alternative assets, private market access, and smart automation to help you grow and protect your wealth effortlessly.  We value trust, teamwork, and adaptability. 

The Role

As a Senior Cloud Infrastructure Engineer you will design, build, and maintain robust infrastructure across the entire stack—ranging from user-serving servers, data pipelines and storage systems to trading platforms and research infrastructure. You will play a critical role in supporting both real-time and batch workflows, ensuring scalability, performance, and high reliability for mission-critical systems.

This is an individual contributor role, utilizing your subject matter expertise to lead various efforts along with cross-functional leads.

What You Will Do

  • Design, build, and maintain scalable infrastructure supporting both real-time and batch workflows, with a focus on high-throughput, low-latency data processing for autonomous trading, quantitative research, and user-serving servers with high uptime.

  • Collaborate closely with frontend, research, and trading teams to ensure infrastructure and data pipelines meet performance, precision, and usability needs.

  • Integrate third-party platforms and data providers, ensuring secure and reliable API/data stream ingestion, and handle complex external data integration challenges.

  • Proactively identify and resolve bottlenecks and inefficiencies in distributed systems, optimizing performance and resource usage.

  • Own deployment pipelines and production operations to ensure high availability, fault tolerance, and observability of critical services

  • Architect and implement scalable systems that support high-throughput, low-latency data processing, critical to autonomous trading and quantitative research
    Ensure data quality, consistency, and traceability through rigorous testing, validation, and monitoring pipelines

  • Enforce security best practices and collaborate with internal stakeholders to meet compliance, audit, and governance requirements

  • Contribute to architectural decision-making, documentation, and mentoring of teammates in infrastructure best practices and automation strategies.

  • Continuously improve the reliability and availability of production systems, using automation to reduce toil and manual interventions.

Who You Are

  • At least 10 years of overall software development experience.

  • Extensive experience with cloud platforms such as [AWS/Azure], and preferably GCP, along with cloud-native technologies.

  • Proficiency in Python, Go, and Bash for infrastructure automation and tooling

  • Strong expertise in CI/CD pipelines, containerization (e.g., Docker, Kubernetes), orchestration technologies, and infrastructure-as-code tools like Pulumi.

  • A deep understanding of security best practices in cloud environments.

  • Proven ability to work in cross-functional teams, collaborating effectively with frontend, research, and trading teams. 

  • Strong problem-solving and optimization skills, with experience tackling complex scalability challenges, including user-serving infrastructure with high uptime.

  • Prior experience in trading platforms or financial systems is highly preferred.

  • Strong communication skills and ability to collaborate in a fast-paced startup environment

Interview Process

  1. Intro call with the Head of Talent, 30m

  2. Technical Interview 1: Coding & Role Related Knowledge with a sr Cloud Infra Engineer, 60m

  3. Technical Interview 2: System Design Interview with Engineering Manager, 60m

  4. Technical Interview 3: Additional interview may be added if necessary

  5. CTO Interview, 30m

There will be at least one in-person interview before making our offer decision.

Interview Integrity Notice
To ensure a fair and accurate assessment, candidates are expected to complete all interview exercises independently, without the use of external assistance or AI tools. Arta may, with your consent, request that you share your full screen during technical portions of the interview to verify your work environment. Interviewers may also, with your consent, ask you to temporarily disable virtual backgrounds or filters to confirm your identity and maintain interview integrity. These steps are voluntary, used only for real-time verification, and do not involve recording, storing, or accessing any information beyond what you choose to display during the session.

What We Offer

  • Robust health insurance offering for you and your family

  • 20 weeks of parental leave

  • 17 days PTO annually plus national and company holidays

  • Up to SG$75 per month reimbursement for internet