ATS Pass Rates by Industry: Data from 6M+ Users [2026]

After analyzing 6 million+ resumes across StylingCV’s 11-agent AI platform, we’ve uncovered the stark reality of how different industries screen candidates. Here’s what the data reveals.

The Data Behind This Analysis

StylingCV has processed over 6 million resumes across 50+ industries since launch, with our multi-agent AI system testing each resume against major ATS platforms (Workday, Greenhouse, Lever, iCIMS, and Taleo). This gives us unprecedented insight into which industries have the strictest screening processes — and where candidates are most likely to slip through the cracks.

Key finding: ATS pass rates vary by as much as 53 percentage points between industries. Your chances of getting past automated screening depend heavily on which sector you’re targeting.

Industry ATS Pass Rates — The Full Breakdown

|———-|——————|——————|————-|

Data from 6M+ resumes processed through StylingCV’s 11 AI agents, January 2024 – March 2026

What This Data Actually Means

Why Finance and Legal Have the Lowest Pass Rates

Finance (42%) and legal (38%) jobs have the strictest ATS screening for a clear reason: regulatory compliance and credential verification.

Our data shows that finance ATS systems filter heavily on:

Specific certifications (CFA, CPA, Series 7/63)
Regulatory keywords (SOX compliance, FINRA, Basel III)
Institutional pedigree (bulge bracket banks, Big 4 accounting)
Quantified portfolio performance

The problem: Many qualified finance professionals list “financial analysis” without the specific regulatory frameworks they’ve worked with. The ATS is looking for “Sarbanes-Oxley compliance” or “IFRS reporting” — exact matches matter.
What works: Our Finance Industry Agent (part of StylingCV’s 11-agent system) scans for industry-specific compliance terminology and maps your experience to expected regulatory frameworks. Finance resumes optimized this way saw a 28% improvement in ATS pass rates.

Why Retail and Sales Have the Highest Pass Rates

Retail (78%) and sales (71%) show the highest pass rates because these roles prioritize availability and basic qualifications over specialized credentials.

These ATS systems focus on:

Location and availability
Basic experience thresholds (“2+ years customer service”)
Quota achievement numbers
CRM platform experience

The catch: While ATS pass rates are high, human screening is more competitive. Getting past ATS is easy; standing out to the hiring manager is harder.

The Technology Paradox (67% Pass Rate)

You’d expect tech to have sophisticated ATS filtering, but the 67% pass rate tells a different story. Here’s why:

Tech companies using modern ATS platforms (Greenhouse, Lever) have semantic matching capabilities. These systems understand that:

“JavaScript” and “JS” are the same
“Led a team” and “Team leadership” are related
“AWS” and “Amazon Web Services” match

However, tech resumes still fail for these reasons:

1. Missing GitHub/portfolio links — 34% of tech applicants

2. Vague tech stack descriptions — “Full-stack developer” without listing actual technologies

3. Outdated version numbers — listing “Angular 2” when the job needs “Angular 14+”

4. Formatting issues — creative portfolios with graphic-heavy resumes that don’t parse

StylingCV’s solution: Our ATS Agent specifically tests against Greenhouse and Lever (the two most common tech ATS platforms) and our Industry Agent ensures tech stacks are explicitly listed with current versions.

Industry-Specific Failure Patterns

Healthcare: The License Number Problem

51% of healthcare resumes pass ATS, but here’s what’s surprising: 23% of rejections are due to missing or incorrectly formatted license numbers.

Healthcare ATS systems scan for:

RN/MD/NP license numbers
DEA numbers (for prescribing roles)
State-specific certifications
EMR system experience (Epic, Cerner, Meditech)

Many nurses and physicians list “Licensed RN” without the license number, or format it inconsistently. Our data shows that including “RN License #123456 (CA, expires 2027)” instead of just “California RN” improved ATS matching by 19%.

Marketing: The Certification Credibility Gap

Marketing shows a 63% pass rate, but there’s a significant divide:

Marketers with platform certifications: 81% pass rate

Google Ads Certified
HubSpot Inbound Certified
Meta Blueprint Certified
Salesforce Marketing Cloud

Marketers without certifications: 47% pass rate

Even if you have equivalent experience, the ATS heavily weights recognized certifications. The fix is simple: if you’ve used these platforms professionally, take the free certification exams. It’s a 2-4 hour investment that can improve your ATS odds by 34%.

Consulting: The Firm Name Filter

Consulting has a 45% pass rate, and our analysis reveals why: firm pedigree screening.

Consulting ATS systems are programmed to weight these firms heavily:

MBB (McKinsey, Bain, BCG)
Big 4 (Deloitte, PwC, EY, KPMG)
Tier 2 firms (Accenture, Oliver Wyman, Strategy&)

If you worked at a boutique consultancy, your resume often gets scored lower even if your project experience is equivalent.

Workaround: Emphasize client names and project scope. “Led digital transformation for Fortune 100 client” carries more weight than “Consultant at XYZ Advisory.”

Geographic Variations in ATS Strictness

Our data covers 10+ languages and global markets. ATS pass rates vary significantly by region:

| Region | Avg Pass Rate | Notes |

|——–|————–|——-|

| North America | 58% | Strictest ATS screening |

| Western Europe | 61% | Moderate screening |

| MENA (Gulf countries) | 48% | Growing ATS adoption, strict filtering |

| Asia-Pacific | 64% | Human screening still primary in many markets |

| Latin America | 69% | Less ATS penetration |

MENA insight: Gulf countries (Saudi Arabia, UAE, Qatar) have rapidly adopted enterprise ATS platforms as part of digital transformation initiatives (Saudi Vision 2030). The challenge: many ATS systems are Western-designed and struggle with Arabic resumes, leading to high false-negative rates.

StylingCV’s Localization Agent addresses this by testing resumes in both English and Arabic formats against Gulf-region ATS configurations. Arabic resumes that follow RTL-native formatting (not just translated English) show 22% better ATS compatibility.

The Multi-Agent Advantage: Our Own Data

Since launching our 11-agent system, we’ve tracked how different optimization approaches affect ATS pass rates:

| Optimization Method | ATS Pass Rate Improvement |

|———————|————————–|

| Template change only | +8% |

| Keyword optimization only | +12% |

| Industry-specific content | +19% |

| Full 11-agent optimization | +34% |

The 11-agent approach works because it addresses multiple failure points simultaneously:

1. Format Agent ensures parsing compatibility

2. ATS Agent tests against actual ATS platforms

3. Industry Agent applies sector conventions

4. Keywords Agent maps job-specific terminology

5. Consistency Agent catches formatting errors that break parsing

6. Localization Agent adapts for regional ATS configurations

7. Strategy Agent prioritizes improvements with highest impact

This is why StylingCV’s 6M+ users report better callback rates — we’re not just fixing one thing, we’re systematically eliminating every common failure point.

How to Improve Your ATS Pass Rate (By Industry)

If You’re in Finance or Legal:

✅ List certifications with full names and issuing bodies
✅ Include regulatory framework experience explicitly
✅ Use institutional names (don’t abbreviate firm names)
✅ Quantify everything: portfolio sizes, transaction values, case outcomes

If You’re in Technology:

✅ List your tech stack explicitly with version numbers
✅ Include GitHub/portfolio links as plain text URLs
✅ Use semantic variations (both “JavaScript” and “JS”)
✅ Mention specific frameworks, not just “full-stack”

If You’re in Healthcare:

✅ Include license numbers with state and expiry dates
✅ List EMR systems you’ve used
✅ Specify certifications (ACLS, BLS, specialty certs)
✅ Quantify patient outcomes where applicable

If You’re in Marketing:

✅ Get platform certifications (they’re often free)
✅ Include specific tools (Google Analytics, HubSpot, Salesforce)
✅ Quantify campaigns: CTR, conversion rates, ROAS
✅ List marketing automation platforms

If You’re in Sales:

✅ Lead with quota achievement percentages
✅ Specify CRM platforms (Salesforce, HubSpot)
✅ Include sales methodology training (SPIN, Challenger, Sandler)
✅ Quantify: deal sizes, pipeline value, win rates

The Bottom Line

Your industry determines your ATS challenge. A 42% pass rate in finance means you need near-perfect optimization to compete. A 71% pass rate in sales means your bigger challenge is standing out to human reviewers.

The common thread: generic resume advice doesn’t work. You need industry-specific optimization that understands what your sector’s ATS platforms actually filter for.

That’s why StylingCV built specialized industry agents instead of one-size-fits-all AI. Our 4.8⭐ Trustpilot rating from 6M+ users reflects a system that adapts to your specific industry’s ATS landscape.

Methodology Note

This analysis is based on 6,047,382 resumes processed through StylingCV’s ATS testing system between January 2024 and March 2026. ATS pass rates are calculated based on simulated parsing and keyword matching against major ATS platforms configured with industry-standard filters. Individual employer configurations may vary.

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