AI Talent Matrix

AI Talent Matrix

AI Employer Intelligence

Menu
← Back to Companies

AI Talent Matrix Company Profile

HiddenLayer logo

HiddenLayer

AI Security · Austin, Texas, USA

Matrix Employer Score™

95.06

High confidence

Employer Intelligence Evidence

Evidence-backed signals supporting our assessment of this AI employer.

Evidence-backed
AI Impact
High Confidence
94
3 evidence items
View evidence

Supporting signal

AI Safety/Security Deployment & Risk Impact

AI Safety/Security Deployment & Risk Impact

Medium Confidence

Oct 7, 2026

HiddenLayer's July 2, 2024 financial-services case study describes adversarial evaluation of fraud-detection models for an unnamed company with more than 50 million users and 5 billion yearly transactions, delivering a prioritized exploit list for remediation.

Source: HiddenLayer officialCompanyOpen source ↗

Enterprise Ai Security Scale

High Confidence

Sep 26, 2026

HiddenLayer reports 50+ new platform customers in the past year across banking, insurance, government, technology, pharmaceuticals, airlines and defense, and support for a frontier model provider serving more than 700M weekly users.

Source: HiddenLayerCompanyOpen source ↗

AI Safety/Security Deployment & Risk Impact

High Confidence

Sep 26, 2026

HiddenLayer reports 50+ new platform customers in the past year across banking, insurance, government, technology, pharmaceuticals, airlines and defense, and support for a frontier model provider serving more than 700M weekly users.

Source: HiddenLayerCompanyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Oct 7, 2026
AI Leadership
High Confidence
96
3 evidence items
View evidence

Supporting signal

AI Security & Safety Leadership

AI Security & Safety Leadership

High Confidence

Oct 7, 2026

HiddenLayer publishes TokenBreak research identifying tokenizer-dependent evasion of text classification defenses: tested BPE and WordPiece models were susceptible while tested Unigram models were not. The named original research is distinct from the general platform description.

Source: HiddenLayerCompanyOpen source ↗

AI Security & Safety Leadership

High Confidence

Sep 26, 2026

HiddenLayer develops purpose-built AI security across discovery, supply chain security, red teaming and runtime protection for predictive, generative and agentic AI.

Source: HiddenLayerCompanyOpen source ↗

Ai Runtime Security

High Confidence

Sep 26, 2026

HiddenLayer develops purpose-built AI security across discovery, supply chain security, red teaming and runtime protection for predictive, generative and agentic AI.

Source: HiddenLayerCompanyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Oct 7, 2026
Employer Strength
High Confidence
96
3 evidence items
View evidence

Supporting signal

AI Security & Evaluation Employer Strength

AI Security & Evaluation Employer Strength

High Confidence

Oct 7, 2026

HiddenLayer announced Microsoft Azure AI as a user of its Model Scanner in May 2024, scanning curated third-party and open-source models for malware, vulnerabilities and tampering. This named commercial platform relationship is distinct from the existing financing evidence.

Source: HiddenLayerCompanyOpen source ↗

AI Security & Evaluation Employer Strength

High Confidence

Sep 26, 2026

HiddenLayer raised a $100M Series B after more than 10x ARR growth and expanded a specialized AI-security research and go-to-market organization.

Source: HiddenLayerCompanyOpen source ↗

Security Platform Scale

High Confidence

Sep 26, 2026

HiddenLayer raised a $100M Series B after more than 10x ARR growth and expanded a specialized AI-security research and go-to-market organization.

Source: HiddenLayerCompanyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Oct 7, 2026
Market Transferability
High Confidence
98
3 evidence items
View evidence

Supporting signal

AI Safety & Security Skill Transferability

AI Safety & Security Skill Transferability

High Confidence

Oct 7, 2026

HiddenLayer work spans AI threat and vulnerability research, cloud infrastructure security, threat hunting, logging and endpoint security, AI security product engineering and solutions architecture that deploys SDK/API integrations in SaaS and fully disconnected air-gapped environments.

Source: HiddenLayerCompanyOpen source ↗

AI Safety & Security Skill Transferability

High Confidence

Sep 26, 2026

AI security, adversarial ML, runtime defense and governance skills transfer broadly across enterprise security, model platforms and frontier AI organizations.

Source: HiddenLayerCompanyOpen source ↗

Ai Security Portability

High Confidence

Sep 26, 2026

AI security, adversarial ML, runtime defense and governance skills transfer broadly across enterprise security, model platforms and frontier AI organizations.

Source: HiddenLayerCompanyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Oct 7, 2026

Matrix Employer Score™ components are supported by structured employer evidence, versioned methodologies, and confidence ratings.

Hiring Signal

Hiring

Employer Signal

96

Hiring Opportunity

92

Company Overview

Employer Snapshot

AI Category

AI Security

Primary Location

Austin, Texas, USA

Founded

2022

Employees

150

Why AI Talent Watches HiddenLayer

HiddenLayer develops security technology designed to detect, monitor, and defend machine learning models and AI systems from adversarial threats.

Why Join

Work on emerging AI security problems including model attacks, AI threat detection, and defensive systems.

Employer Intelligence

Hiring: Hiring

Talent Competition: Very High

Technical Bar: Exceptional

AI Talent Matrix Confidence: High confidence

Talent Intelligence

Matrix Employer Score™ Breakdown

View Matrix Employer Score™ Methodology →

Core Employer Intelligence

AI Impact

94

AI Leadership

96

Employer Strength

96

Market Transferability

98

Career & Workplace

Career Growth

100

Compensation

90

Engineering Culture

100

Work-Life Balance

80

Evidence-Backed Signals

Career Upside

100

Talent Density

100

Hiring Opportunity

92

Talent & Career Programs

Remote Policy

Remote Friendly

Visa Sponsorship

Case by Case

Internship Program

Limited

New Grad Program

Limited

AI Focus

AI Security / Model Security / Threat Detection / AI Red Teaming

Flagship Products

HiddenLayer AISec Platform

Data & Methodology

How AI Talent Matrix interprets this employer

Last Updated

9/5/2026

AI Talent Matrix Confidence

High confidence

AI Talent Matrix scores and signals are comparative employer-intelligence indicators and should not be interpreted as guarantees of hiring, compensation, career outcomes, or individual fit.

Ready to explore opportunities?

Continue your research on HiddenLayer

Review the company's official website and careers page before making application or career decisions.