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 .

Head of AI & Software

Learntastic · India

The Engineering Team Lead will direct a distributed software development team executing a portfolio of
50+ concurrent projects across multiple operating companies, including manufacturing, staffing and
family office investments. This role is responsible for translating business priorities into a coherent
delivery plan, managing developers across application and integration disciplines, maintaining
engineering standards, and serving as the senior technical partner to operating-company leaders. The
ideal candidate has proven experience leading remote development teams, strong program and project
management discipline, and deep technical fluency across modern web, enterprise, and data platforms.

Key Responsibilities

Team Leadership & Development

• Lead, mentor, and develop a distributed team of application and integration developers across
multiple time zones.
• Set and maintain engineering standards covering code review, branching, testing, release
cadence, and incident response.
• Conduct regular one-on-ones, performance reviews, and career development planning for each
direct report.
• Identify gaps on the team and drive recruiting, interviewing, and onboarding of new developers.

Project &Portfolio Management
• Own a live backlog of 50+ projects across multiple operating companies and prioritize,
sequence, and scope work with ruthless clarity.
• Translate operator and executive requirements into shippable project scope, milestones, and
delivery plans.
• Run a transparent weekly delivery cadence with clear status, risks, and next steps visible to
leadership.
• Make tradeoff calls on cost, speed, and quality across competing business priorities.

Technical Delivery & Architecture

• Review and approve architecture and major technical decisions across all active projects.
• Stay hands-on enough to read any pull request, unblock any developer, and contribute code
during crunch or new-domain discovery.
• Own the engineering posture around AI-augmented development tools, automation platforms,
and modern build patterns.
• Ensure security, performance, and reliability standards are met across the portfolio.

Cross-Functional Collaboration
• Serve as the primary technical point of contact for operating-company leaders across
manufacturing, staffing, import/export, family office, and real estate.
• Partner with business stakeholders to shape roadmaps, set expectations, and communicate
delivery progress.
• Coordinate with external vendors, consultants, and enterprise platform partners as needed.
• Train and enable business users on new applications, tools, and workflows.

Qualifications
• Bachelor's degree in Computer Science, Software Engineering, Information Systems, or related
field (or equivalent experience).
• 10+ years of professional software development experience.
• 4+ years leading distributed software development teams of five or more developers.
• Demonstrated ownership of a multi-product or multi-domain engineering portfolio.
• Strong technical depth across modern web (React, TypeScript, Tailwind) and backend (Node.js,
PostgreSQL, Supabase or equivalent).
• Working knowledge of at least one major enterprise platform (NetSuite – preferred, Salesforce,
SAP, Dynamics, Bullhorn, or equivalent).
• Experience running async-first teams with strong written documentation standards.
• Hands-on familiarity with AI-assisted development tools (Cursor, Claude Code, GitHub Copilot).
• Proven project and program management discipline, including backlog management,
estimation, and stakeholder communication.
• Experience with automation platforms (n8n, Workato, Zapier, Make) is preferred.
• Prior experience in manufacturing, staffing, financial services, or multi-entity holding company
environments is a plus.

Work Environment + Language Requirements
• Global remote position
• Requires at least 4 hours of overlap with U.S. Central Time each day
• Minimal travel, with occasional U.S. travel for leadership offsites
• Fluency in the English language; written and verbal proficiency (B2 level minimum on CEFR
scale)
• Reports directly to the Owner / CEO


This is a remote opportunity.

Originally posted on Himalayas