Master the ATS Algorithms. Pass Every Recruiter Screen.
Over 75% of job applications are filtered out before a human recruiter sees them. Explore how top Applicant Tracking Systems parse resume geometry, index keywords, and calculate match scores.
Platform-Specific Playbooks
Select your target company's ATS software to review exact parser behaviors, keyword heuristics, and pass rate benchmarks.
Greenhouse Recruiting Engine
Greenhouse utilizes automated text extraction and parser heuristics. It favors clean single-column PDF structures with unambiguous Section Titles (Education, Experience, Skills) and linear chronology.
Lever Hire Talent Relationship Management
Lever parses candidate documents into structured cards and highlights recruiter-configured keywords and social links. Clear date formatting (e.g. "Jan 2022 – Present") ensures uninterrupted experience timelines.
Workday Talent Acquisition System
Workday is infamous for aggressively stripping formatting and mangling complex tables. Using clean single-column LaTeX prevents section merging, lost experience lines, and corrupted bullet lists.
Ashby Talent Automation Platform
Ashby is popular among modern hypergrowth tech startups. It has an advanced modern parser that evaluates quantitative impact metrics (XYZ bullet format) and tech stack proficiency.
SmartRecruiters Smartian Match Engine
SmartRecruiters uses machine learning match scores to rank applicants against the job description. Matching core terminology and standard role designations is critical to making the top tier.
Oracle Taleo Enterprise Edition
Taleo is one of the oldest and strictest legacy enterprise ATS screeners. Complex styling, graphics, or tables almost always cause parser rejection or garbled text.
iCIMS Talent Cloud
iCIMS extracts resume content to construct a candidate profile. Headers and footers are typically omitted during automated ingestion, so place vital links and contact info inside the document body.
LinkedIn Recruiter & Applicant Insights
LinkedIn ATS ranks applicants based on skill tags matching the recruiter posting and complete contact links.
Resdex & Naukri ATS Filter
Naukri ATS algorithms heavily prioritize exact matches in key skills, designation title, and plain text formatting without embedded tables or image headers.
The 4 Golden Rules of ATS Parsing
Single-Column Geometry
Multi-column templates cause text lines across unrelated sections to be read horizontally and merged. Always use linear single-column layouts.
Standard Section Titles
Use standard headers ("Work Experience", "Education", "Skills"). Creative titles like "Where I've Been" are discarded by legacy classifiers.
Selectable Font Encodings
LaTeX (XeLaTeX) embeds standard unicode glyphs that are 100% selectable and machine-extractable. Avoid non-standard visual glyphs or rasterized images.
Measurable XYZ Metrics
Modern AI screeners (Ashby, Greenhouse) look for "Accomplished [X], as measured by [Y], by doing [Z]". Quantify business impact with numbers and percentages.
Ready to generate an ATS-certified resume?
Use JobAI's real-time LaTeX compiler and AI keyword matcher to build a 100% parsable resume tailored to your target job.