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 .

Forward Deployed Engineer

Arkestroinc · Remote

Arkestro's Predictive Procurement Platform applies AI, game theory, and behavioral science to enterprise negotiations. It moves teams away from reactive supplier bidding toward data-driven offers that reduce friction and help both buyers and suppliers reach better outcomes faster.

Arkestro helps procurement teams influence more enterprise spend and uncover savings that traditional sourcing approaches often leave behind by applying predictive intelligence to how sourcing events are designed and executed.

We’re a hyper-growth company looking for people who take ownership and are comfortable working through complexity. This is a tremendous opportunity if you want to do meaningful work and help shape how large enterprises run procurement… Arkestro is a place where you can have a big impact.  See Arkestro in action at arkestro.com.

About This Role

We're looking for a backend engineer with customer-facing experience to pioneer our Forward Deployed Engineering function. You'll build integrations between our Rails application and Fortune 500 procurement systems, while also contributing to core product development when not engaged with customers. This person will own end-to-end technical implementations, architect custom integrations, and transform how the world's largest enterprises approach procurement through Arkestro's predictive technology.

This is a founding role in a new function at Arkestro. You'll define how we scale technical deployments to 50+ Fortune 500 customers, build the playbooks future FDEs will use, directly influence product strategy based on what you see in the field, and establish yourself as the technical partner for enterprise procurement transformation.

Responsibilities

  • Own customer deployments end-to-end: Lead technical implementations from architecture design through production, serving as technical advisor and managing cross-functional teams to deliver on time
  • Build integrations at scale: Design and implement robust integrations between enterprise ERP systems and Arkestro's platform, handling complex procurement workflows and business logic
  • Deliver customer-specific features: Rapidly prototype and ship functionality that addresses unique enterprise requirements while building reusable patterns
  • Pioneer our deployment methodology: Create the playbooks, tools, and frameworks that will scale our technical deployments from 5 to 50+ Fortune 500 customers
  • Drive technical relationships: Serve as the primary technical point of contact, translating between business and technical stakeholders

Technologies and tools we use:

  • Backend Systems: Ruby on Rails, PostgreSQL, Redis
  • Data Platform: Snowflake, dbt, Prefect, Python
  • Frontend: React, TypeScript
  • Cloud & DevOps: AWS, Kubernetes, Docker
  • Monitoring & Operations: GitHub, DataDog, Jira, Confluence, Sentry, PagerDuty, Slack

Preferred Qualifications

  • 5+ years in customer-facing technical roles (consulting, solutions engineering, or technical architecture)
  • 3+ years integrating enterprise systems via APIs, REST, SOAP, and other protocols
  • 5+ years building production backend services with Ruby on Rails
  • Strong understanding of SQL databases and ORMs (especially ActiveRecord)
  • Experience with enterprise ERP/procurement systems (SAP Ariba, Coupa, Jaggaer, GEP, etc.)
  • Excellent communication skills - able to translate between technical and business stakeholders
  • Track record of successful customer implementations
  • Comfort with ambiguity and rapidly changing requirements
  • Strong project management skills with ability to juggle multiple customer implementations
  • Willing to travel 25-35% during peak implementation periods

Bonus Qualifications

  • Experience building production data pipelines and ETL/ELT workflows
  • Experience with Python for scripting and automation
  • Experience with procurement or supply chain domains
  • Cloud platform experience (AWS preferred) including serverless architectures
  • Experience with Kubernetes and container orchestration
  • Knowledge of dimensional modeling and data warehouse design patterns
Pay Range
$170,000$210,000 USD

Arkestro is committed to providing our employees with a benefits package designed to give you the flexibility you need to ensure a healthy life/work balance. Arkestro offers our employees great benefits and perks, including, but not limited to:

  • Competitive salary and startup equity
  • Medical, Dental, Vision insurance premiums covered up to 100% (employee only)
  • 401K discretionary matching
  • Unlimited PTO
  • A remote-first team with regular opportunities to get together in person for team building, design sprints, and customer visits
  • Annual budget of $1,000 for learning and professional development
  • Diverse, inclusive, highly collaborative, and vibrant culture
Arkestro is an equal opportunity employer that is committed to diversity and inclusion in the workplace. We prohibit discrimination and harassment of any kind based on race, color, sex, religion, sexual orientation, national origin, disability, genetic information, pregnancy, or any other protected characteristic as outlined by federal, state, or local laws.
 
Disclaimer

Please note this job description may not be inclusive of all assigned duties, responsibilities, or aspects of the job described and that additional tasks may be assigned to the employee from time to time; or the scope of the job may change as necessitated by business demands. Arkestro reserves the right to change duties, responsibilities and activities at any time with or without notice.