ATS & Resume

How ATS Systems Filter Resumes: An Insider Breakdown for 2026

Most resumes never reach a human recruiter. Here's exactly how ATS systems score, rank, and filter candidates — with specific insights from Workday, Greenhouse, Lever, and iCIMS — and how to beat every filter.

K
Krishna Chaitanya
March 10, 202612 min read

75% of resumes submitted to major companies are never reviewed by a human. Applicant Tracking Systems (ATS) screen, score, and filter candidates automatically before any recruiter sees a single name. Understanding exactly how this works is the difference between getting interviews and getting silence.

This guide breaks down the actual filtering logic of the major ATS platforms — not generic advice, but the specific mechanics of how Workday, Greenhouse, Lever, and iCIMS score and rank your application.

What ATS Systems Actually Do

Before diving into platform specifics, here's the basic workflow every major ATS follows:

Step 1: Parse your resume

The ATS extracts text from your resume file, identifies sections (education, experience, skills), and maps your information into structured fields.

Step 2: Score against the job description

The ATS compares your extracted content against the job description's required and preferred qualifications.

Step 3: Rank you against other applicants

Your score is placed on a ranking relative to all other applicants for that role.

Step 4: Apply hard filters

Some requirements (location, work authorization, salary expectations) may trigger automatic disqualification if answered incorrectly.

Step 5: Present ranked list to recruiter

Recruiters typically start from the top of the ranked list and work down. Applications at the bottom of the list are often never reviewed.

How the Major ATS Platforms Work

Workday

Workday is used by 40%+ of Fortune 500 companies and is the most important ATS to optimize for.

How Workday parses resumes:

  • Workday's parser struggles with multi-column layouts, text boxes, headers/footers, and tables
  • It reads left-to-right, top-to-bottom
  • Content in columns is sometimes merged incorrectly (skill from left column appears next to unrelated text from right column)
  • PDFs with embedded fonts or complex formatting may parse with errors

How Workday scores:

Workday uses a proprietary scoring algorithm that weights:

1. Skills match (highest weight): Keywords in your skills section and bullet points matched against required and preferred skills in the JD

2. Experience titles: Job titles that closely match the posting get higher scores

3. Education: Degree level matched against requirements

4. Tenure: Duration at each company and total years of experience

5. Recency: More recent experience in the target area is weighted higher

Workday-specific tips:

  • Fill out the Workday application form completely — skills you add manually to the Workday profile supplement your uploaded resume and are searchable
  • Answer the "Work Experience" and "Education" fields in the form even if they duplicate your resume — Workday may score the form fields separately
  • If the job lists "Required Qualifications" and "Preferred Qualifications," use exact phrases from both sections in your resume

Greenhouse

Greenhouse is popular with tech companies, startups, and mid-market employers (Airbnb, DoorDash, Shopify use or have used Greenhouse).

How Greenhouse works:

Greenhouse is less automated in its filtering than Workday. It relies more on recruiter judgment and custom scoring rubrics set by each employer.

Greenhouse pipeline stages typically:

1. Application submitted → enters "Applied" stage

2. Resume review by recruiter (often manual)

3. Recruiter screen (phone)

4. Technical/skills assessment

5. Interview loop

6. Offer

The key Greenhouse insight: Many Greenhouse-based companies do more manual resume review than Workday-based companies. This means your resume content quality — not just keyword match — matters more for Greenhouse employers.

Greenhouse-specific tips:

  • Custom questions on Greenhouse applications (text fields, dropdowns) are often read by actual humans — answer them carefully and specifically
  • Greenhouse allows you to add a cover letter; unlike some platforms, Greenhouse recruiters at smaller companies often read them
  • Application timing matters: Greenhouse shows recruiters when you applied; early applicants get more attention

Lever

Lever is used by many tech companies (Netflix has used it, among others) and is known for its collaborative hiring features.

How Lever works:

Lever is recruiter-forward — it emphasizes collaboration between recruiters and hiring managers, not automated filtering. Applications go through stages defined by the employer, with recruiters manually reviewing and moving candidates.

Lever-specific considerations:

  • Lever integrates with LinkedIn very heavily — if a recruiter clicks your LinkedIn from a Lever application, your LinkedIn profile essentially becomes part of your application
  • Lever enables team members to leave notes on candidates — cultural fit observations from informal research can affect your candidacy
  • Custom application fields in Lever are always reviewed by a human

Lever optimization:

  • Ensure your LinkedIn profile matches and expands on your resume — it will be viewed
  • If the application includes a "How did you hear about us?" field, give a genuine answer; it signals real engagement

iCIMS

iCIMS is used by enterprise companies, healthcare systems, and government contractors. It's known for extensive customization and complex application flows.

How iCIMS scores:

iCIMS uses a Match Score feature that compares your resume and application against job requirement criteria set by the recruiter. This score is visible to recruiters and used to rank candidates.

The iCIMS match score considers:

  • Keyword frequency and prominence in resume
  • Skills listed in application profile
  • Education field matching
  • Location/commute distance (if location is configured as a filter)
  • Responses to employer-defined screening questions

iCIMS-specific tips:

  • iCIMS's parsing has known issues with PDFs using certain font embeddings — use a clean, standard font (Calibri, Georgia, Arial)
  • Complete every section of the iCIMS profile, even if it repeats resume content
  • iCIMS screening questions (required answers before submission) often have "knockout" logic — answering "No" to a required qualification automatically moves you to a rejected status

The Universal Rules That Beat Any ATS

Regardless of which ATS a company uses, these rules apply:

Rule 1: Use the exact language of the job description

ATS systems match keywords exactly. "Project Management Professional" and "PMP" may be scored separately. "Machine Learning" and "ML" may not be treated as equivalent.

How to implement:

  • Copy the full job description into a Word document
  • Highlight every specific term, tool, certification, and qualification mentioned
  • Verify each highlighted term appears verbatim in your resume (where applicable to your experience)

Rule 2: Format for parsing, not for beauty

ATS-compatible formatting:

  • Single-column layout (no sidebars, no text boxes)
  • Standard section headings: "Experience," "Education," "Skills" — not "My Journey," "Where I've Been," "What I Know"
  • Standard fonts: Calibri, Arial, Georgia, Times New Roman
  • No tables for content (tables are for formatting only if used; content inside tables may not parse)
  • No headers/footers with contact information (ATS often can't read headers)
  • Standard bullet points (•, -, *) — not custom symbols
  • Save as .docx or standard PDF (not scanned PDF)

Rule 3: Put keywords in multiple sections

ATS systems search the full document. Having a keyword in only your skills section scores lower than having it in skills + experience bullets + summary.

Optimal keyword placement for high-value terms:

1. Professional summary/objective

2. Skills section

3. Experience bullet points (where truthful)

4. Education/certifications (if applicable)

Rule 4: Complete every field in the application form

The form fields in ATS applications are a second chance to register keywords that might be missing from your resume. Skills you add to the "skills" section of a Workday or iCIMS profile supplement your resume score.

Spend 10-15 extra minutes completing every optional field, even if it duplicates your resume.

Rule 5: Pass the human review when you get there

ATS filtering is step one. If your resume passes, a human reviews it in 6-10 seconds. The human layer requires:

  • Clear, scannable section headers
  • Bullet points that are specific and achievement-focused (not task lists)
  • No dense paragraphs of text
  • Visible top-of-resume summary that immediately establishes who you are and what value you offer

Hard Knockout Filters: What Gets You Auto-Rejected

Some ATS configurations include automatic disqualification triggers:

Screener questions with knockout logic:

  • "Are you authorized to work in the US without sponsorship?" — Answering "No" triggers auto-rejection at many companies
  • "Are you willing to relocate?" — Some companies auto-reject "No" responses for on-site roles
  • "Do you have X years of experience in Y?" — Answering "No" to a required qualification

Work authorization screening:

Companies that don't sponsor visas often configure their ATS to auto-reject candidates who indicate they need sponsorship. If you need sponsorship, target companies that explicitly state they sponsor work visas.

Salary expectation mismatches:

Some ATS configurations flag salary expectations that exceed the posted range by more than a threshold percentage.

ATS Score Benchmarks

ScoreLikely Outcome
Below 50%Almost certainly filtered out before human review
50-65%Might make it through, depends on competition volume
65-75%Competitive — likely to reach a recruiter
75%+Strong — high probability of recruiter review
85%+Very strong — near top of the applicant pool

Check your score with the free ATS checker at ResumeToJobs before applying to any role.

The Human Reviewer Still Matters

ATS gets your resume in front of a human. The human then decides in 6-10 seconds whether to read further. Optimizing for ATS is necessary but not sufficient — your resume also needs to be clear, skimmable, and compelling once a person looks at it.

The best resumes do both: clean enough for ATS to parse correctly, compelling enough for a human to want to call.

ResumeToJobs handles ATS optimization and application submission — tailoring your resume for each specific job's ATS requirements with verified human submission.

#ATS#Resume Optimization#Recruiter Insights#Job Search#Applicant Tracking System
K

Krishna Chaitanya

Expert in job search automation and career development. Helping professionals land their dream jobs faster through strategic application services.

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